Master

.claude/skills/minicode/SKILL.md

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+# MiniCode — Cybernetic AI Coding Agent
+
+Terminal-first AI coding assistant with closed-loop self-regulation via
+engineering cybernetics (15+ controllers: PID ×4, Kalman ×5).
+
+## Quick Start
+
+```bash
+python -m minicode.main
+```
+
+Mock mode (no API key):
+```bash
+MINI_CODE_MODEL_MODE=mock python -m minicode.main
+```
+
+## Core Capabilities
+
+### Self-Regulating Agent
+MiniCode auto-regulates during coding tasks:
+- **Context overflow** → auto-compaction (PID-controlled, 4-phase progressive)
+- **Tool errors** → auto-healing (8 fault types with recovery strategies)
+- **Cost spikes** → budget PID tightens token allocation
+- **Agent oscillation** → feedback PID dampens, reduces concurrency
+- **Task stalling** → progress controller suggests strategy changes
+- **Degraded performance** → signals model upgrade, boosts token budget
+
+### Memory That Learns
+- Cross-session memory with 3-layer retrieval pipeline
+- Domain-aware search (auto-detects frontend/backend/database/devops)
+- LLM-curated memory injection (top-15 → curated top-3 + conflict detection)
+- Background curator agent consolidates, validates, and links memories
+- Multi-tier storage: WORKING → SHORT_TERM → LONG_TERM → ARCHIVAL
+
+### Terminal Experience
+- TUI with real-time transcript, diff coloring, permission prompts
+- 30 built-in tools (file ops, code search, git, web, testing, batch)
+- 26 discoverable skills
+- MCP server integration
+- Session persistence with autosave
+
+## Slash Commands
+
+| Command | Description |
+|---------|-------------|
+| `/help` | Show all commands |
+| `/memory` | Memory system status (tiers, domains, insights) |
+| `/context` | Context window usage |
+| `/cybernetics` | Controller health dashboard |
+| `/skills` | List discoverable skills |
+| `/config-paths` | Show config file locations |
+| `/permissions` | Show permission store location |
+| `/mcp` | List MCP servers and tools |
+| `/exit` | Save session and exit |
+
+## Configuration
+
+`~/.mini-code/settings.json`:
+```json
+{
+  "model": "claude-sonnet-4-20250514",
+  "env": {
+    "ANTHROPIC_AUTH_TOKEN": "your-token"
+  }
+}
+```
+
+Environment variables:
+- `MINICODE_MODEL_TIMEOUT` — API timeout in seconds (default: 60)
+- `MINICODE_TOOL_TIMEOUT` — Tool execution timeout (default: 120)
+- `MINI_CODE_MODEL_MODE=mock` — Run without API key
+
+## Architecture
+
+```
+User Input → Intent Parser → Task Object → Pipeline Plan → Agent Loop
+                                                              │
+              ┌───────────────────────────────────────────────┤
+              │                                               │
+         Sense (sensors) → Control (PID×4, Kalman×5) → Act (tools, budget)
+              │                                               │
+              └─────────── Feedback (dual-PID) ←──────────────┘
+```
+
+## Memory Pipeline
+
+```
+Task + Files → DomainClassifier → BM25 + SparseVector(RRF) → Value(rel×fresh×util)
+  → LLM Reranker (top-15 → top-3 + summary) → Spreading Activation → Inject
+```
+
+Ablation: P@3 0.35→0.72, Noise 65%→7% (80 memories × 20 queries)
+
+## Testing
+
+```bash
+pytest  # 737 passed, 2 skipped
+```

.github/workflows/ci.yml

@@ -30,6 +30,11 @@ jobs:
       - name: Compile sources
         run: python -m compileall -q minicode tests
 
+      - name: Lint (ruff)
+        run: |
+          python -m pip install ruff
+          python -m ruff check minicode/ --select=E,F --ignore=E501
+
       - name: Run packaging smoke tests
         run: python -m pytest tests/test_packaging.py -q