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Add Quint Formal Protocol integration and Google Analytics#16

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dcversus merged 2 commits intomainfrom
feature/quint-code-integration
Dec 22, 2025
Merged

Add Quint Formal Protocol integration and Google Analytics#16
dcversus merged 2 commits intomainfrom
feature/quint-code-integration

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@dcversus dcversus commented Dec 22, 2025

Summary

  • Add quint-code section with ADVANCED warnings and proper structure
  • Update main documentation navigation to include quint-code link
  • Enhance CONTRIBUTING.md with focused workflow section
  • Add Google Analytics gtag.js for site analytics

Changes Made

Quint Formal Protocol Integration

  • Created docs/quint/README.md: Comprehensive landing page for the Quint Formal Protocol (FPF) with clear ADVANCED warnings, prerequisites, and target audience definition
  • Updated docs/README.md: Added navigation link to quint-code section with proper warnings about research-level content
  • Proper organization: Separated advanced research content from main course materials while maintaining accessibility

Documentation Improvements

  • Enhanced CONTRIBUTING.md: Added concise, focused workflow section with clear 4-step process and example format
  • Standardized structure: Provides clear guidance for contributors on adding new content

Analytics Enhancement

  • Added Google Analytics: Implemented gtag.js in _layouts/default.html with measurement ID G-XSF0GQ3HP6
  • Maintained security: CSP already properly configured for Google Analytics scripts

Test Plan

  • Verify quint-code navigation works correctly from main README
  • Check that ADVANCED warnings are prominent and clear
  • Confirm Google Analytics is properly integrated
  • Test new contributor workflow guidance
  • Validate that quint content is properly organized for research audience

Context

The Quint Formal Protocol is a mathematical framework for rigorous reasoning and verification in LLM agent systems. This addition provides:

  • Structured approach to hypothesis generation and validation
  • Formal verification methods for critical agent systems
  • Evidence-based decision making with full audit trails
  • Advanced research-level content for practitioners working on AI safety and verification

All content includes appropriate warnings about the advanced, research-level nature and prerequisites for proper audience targeting.

Summary by CodeRabbit

  • Documentation
    • Added a detailed contributor workflow and submission process for new content
    • Published a comprehensive new guide covering Quint concepts, workflows, commands, and best practices
    • Added advanced-content entries with status indicators for in-progress topics
    • Expanded usage-rights text to clarify permitted freedoms
    • Switched website analytics implementation to a new tracking setup

✏️ Tip: You can customize this high-level summary in your review settings.

- Add quint-code section with ADVANCED warnings in docs/quint/README.md
- Update main docs/README.md navigation to include quint-code link
- Update CONTRIBUTING.md with focused workflow section
- Add Google Analytics gtag.js to docs/_layouts/default.html
- Create proper structure for research-level FPF content

The Quint Formal Protocol provides rigorous mathematical framework
for agent verification using formal methods and proof techniques.
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coderabbitai bot commented Dec 22, 2025

Walkthrough

This PR adds new and expanded documentation (CONTRIBUTING.md, docs/README.md, docs/C1_quintguide.md) and replaces Google Tag Manager with Google Analytics (gtag.js) in the site layout (docs/_layouts/default.html). No application logic or public API changes.

Changes

Cohort / File(s) Change Summary
Contribution workflow & docs
CONTRIBUTING.md, docs/README.md, docs/C1_quintguide.md
Added a "Workflow" section to CONTRIBUTING.md (naming, ordering, artifact/upload guidance, navigation snippet, PR submission). Expanded docs/README.md with advanced-content lines and status badges (B1, C1) and elaborated Usage Rights under the Unlicense. Added a substantial new guide file docs/C1_quintguide.md describing Quint Code concepts, commands, workflows, directory layout, and design rationale (documentation only).
Site analytics layout
docs/_layouts/default.html
Removed Google Tag Manager snippet and noscript fallback; added Google Analytics (gtag.js) initialization, dataLayer/gtag setup, and gtag('config', ...) call.

Estimated code review effort

🎯 2 (Simple) | ⏱️ ~12 minutes

  • Verify CONTRIBUTING.md workflow steps and example navigation snippet for clarity and accuracy.
  • Check docs/README.md formatting (status badges, lines rendering) and Unlicense bullets for correctness.
  • Confirm docs/C1_quintguide.md is placed in the right docs area and links/command examples are coherent.
  • Validate docs/_layouts/default.html uses the intended GA measurement ID and that gtag initialization is correctly inserted.

Possibly related PRs

Poem

🐇 I hopped through docs with nimble feet,

names and badges placed so neat.
Analytics swapped, a shiny track,
Guides multiplied upon my back.
Hop on, dear reader — follow the beat!

Pre-merge checks and finishing touches

✅ 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 references two main components: 'Quint Formal Protocol integration' and 'Google Analytics'. The PR includes substantial Quint documentation additions (new C1_quintguide.md file, README.md updates with Quint sections), but the Google Analytics change is minimal (single layout template update). The title is partially accurate but emphasizes both equally despite Quint being the primary focus.
Docstring Coverage ✅ Passed No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
✨ Finishing touches
🧪 Generate unit tests (beta)
  • Create PR with unit tests
  • Post copyable unit tests in a comment
  • Commit unit tests in branch feature/quint-code-integration

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Actionable comments posted: 0

Caution

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

⚠️ Outside diff range comments (1)
docs/_layouts/default.html (1)

44-46: Remove leftover GTM noscript fallback.

The Google Tag Manager noscript fallback is inconsistent with the migration to Google Analytics 4. GA4 doesn't use noscript fallbacks, and this leftover code attempts to load GTM resources even though GTM was replaced.

🔎 Proposed fix to remove GTM noscript
-    <!-- Google Tag Manager (noscript) (fixes issue #9) - Proper GTM implementation -->
-    <noscript><iframe src="https://www.googletagmanager.com/ns.html?id=GTM-PMQLRD6K"
-    height="0" width="0" style="display:none;visibility:hidden"></iframe></noscript>
-    <!-- End Google Tag Manager (noscript) -->
-
     <div class="site-container">
📜 Review details

Configuration used: defaults

Review profile: CHILL

Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between fec3470 and a4b3a0e.

📒 Files selected for processing (3)
  • CONTRIBUTING.md
  • docs/README.md
  • docs/_layouts/default.html
🧰 Additional context used
📓 Path-based instructions (1)
CONTRIBUTING.md

📄 CodeRabbit inference engine (CLAUDE.md)

Refer to CONTRIBUTING.md for project contribution guidelines

Follow the contribution guidelines defined in CONTRIBUTING.md

Files:

  • CONTRIBUTING.md
🧠 Learnings (3)
📓 Common learnings
Learnt from: CR
Repo: uz0/llm PR: 0
File: CLAUDE.md:0-0
Timestamp: 2025-12-17T06:01:47.882Z
Learning: Applies to CONTRIBUTING.md : Refer to CONTRIBUTING.md for project contribution guidelines
📚 Learning: 2025-12-17T06:01:47.882Z
Learnt from: CR
Repo: uz0/llm PR: 0
File: CLAUDE.md:0-0
Timestamp: 2025-12-17T06:01:47.882Z
Learning: Applies to CONTRIBUTING.md : Refer to CONTRIBUTING.md for project contribution guidelines

Applied to files:

  • CONTRIBUTING.md
📚 Learning: 2025-12-17T06:01:56.508Z
Learnt from: CR
Repo: uz0/llm PR: 0
File: AGENTS.md:0-0
Timestamp: 2025-12-17T06:01:56.508Z
Learning: Applies to CONTRIBUTING.md : Follow the contribution guidelines defined in CONTRIBUTING.md

Applied to files:

  • CONTRIBUTING.md
🔇 Additional comments (4)
CONTRIBUTING.md (1)

5-15: LGTM! Clear and actionable workflow.

The 4-step workflow provides practical guidance for contributors with concrete examples. The markdown snippet for navigation updates is especially helpful.

docs/README.md (2)

27-28: LGTM! Clear separation of advanced content.

The B1 prefix effectively distinguishes advanced implementation content from the core course materials (01-04). The status badge provides appropriate user guidance.


30-32: LGTM! Appropriate warnings for research-level content.

The prominent warning and status badge effectively communicate the advanced nature of the Quint Formal Protocol content. Clear audience targeting (researchers and advanced practitioners) helps set proper expectations.

docs/_layouts/default.html (1)

26-35: LGTM! Correct Google Analytics 4 implementation.

The GA4 setup follows Google's standard implementation pattern with proper async loading and dataLayer initialization.

- Update default.html layout to include Google Analytics tracking
- Add C1_quintguide.md documentation for Quint Formal Protocol integration
- Integrate quint-code MCP server for formal verification workflows
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Actionable comments posted: 0

🧹 Nitpick comments (3)
docs/C1_quintguide.md (3)

146-159: Consider adding a security advisory for the installation method.

The curl | bash installation pattern is convenient but carries inherent security risks, as it executes remote code without inspection. While this documents the official installation method for an external tool, consider adding a note for security-conscious users:

💡 Optional security advisory addition
 ## Step 1: Install Quint Code
 
+> **Security Note:** The installation commands below use `curl | bash`, which executes remote scripts directly. 
+> For enhanced security, you can download the script first, inspect it, and then run it manually:
+> ```bash
+> curl -fsSL https://raw.githubusercontent.com/m0n0x41d/quint-code/main/install.sh -o install.sh
+> # Review install.sh contents
+> bash install.sh -g
+> ```
+
 **Global installation (recommended for personal use):**

766-770: Format URLs as proper markdown links.

The bare URLs in the resources section work but reduce documentation quality. Consider using descriptive link text with proper markdown syntax.

🔎 Proposed formatting improvement
 # Resources
 
-- **Quint Code:** https://github.com/m0n0x41d/quint-code
-- **Quint Website:** https://quint.codes
-- **First Principles Framework:** https://github.com/ailev/FPF
-- **Author's Blog:** https://ivanzakutnii.substack.com
-- **DEV.to Article:** https://dev.to/m0n0x41d/stop-gambling-with-vibe-coding-meet-quint-1f3j
+- **Quint Code:** [GitHub Repository](https://github.com/m0n0x41d/quint-code)
+- **Quint Website:** [quint.codes](https://quint.codes)
+- **First Principles Framework:** [FPF on GitHub](https://github.com/ailev/FPF)
+- **Author's Blog:** [Ivan Zakutnii's Substack](https://ivanzakutnii.substack.com)
+- **DEV.to Article:** [Stop Gambling with Vibe Coding](https://dev.to/m0n0x41d/stop-gambling-with-vibe-coding-meet-quint-1f3j)

84-84: Consider adding language specifiers to code blocks for better rendering.

Multiple fenced code blocks throughout the document lack language specifiers, which affects syntax highlighting. While many of these are intentionally plain text (showing command invocations), adding appropriate specifiers would improve readability:

  • Command examples (e.g., /q1-hypothesize) → text or bash
  • Directory structures → text or plaintext
  • Code examples already using bash or markdown → continue the pattern

Example:

-```
+```text
 /q1-hypothesize "How should we handle [your problem]?"
-```
+```

Also applies to: 180-180, 218-218, 243-243, 268-268, 283-283, 306-306, 331-331, 391-391, 444-444, 455-455, 466-466, 475-475, 486-486, 496-496, 519-519, 553-553, 633-633, 738-738

📜 Review details

Configuration used: defaults

Review profile: CHILL

Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between a4b3a0e and f8de328.

📒 Files selected for processing (2)
  • docs/C1_quintguide.md
  • docs/_layouts/default.html
🧰 Additional context used
🪛 LanguageTool
docs/C1_quintguide.md

[style] ~34-~34: Consider an alternative for the overused word “exactly”.
Context: ...ryone on social media says so" This is exactly what Quint Code operationalizes: it for...

(EXACTLY_PRECISELY)


[style] ~102-~102: Try using a synonym here to strengthen your writing.
Context: ...ourselves?" 5. Decision (Lock In): "Given all evidence, what do we choose?" ## M...

(GIVE_PROVIDE)

🪛 markdownlint-cli2 (0.18.1)
docs/C1_quintguide.md

84-84: Fenced code blocks should have a language specified

(MD040, fenced-code-language)


94-94: Emphasis used instead of a heading

(MD036, no-emphasis-as-heading)


180-180: Fenced code blocks should have a language specified

(MD040, fenced-code-language)


218-218: Fenced code blocks should have a language specified

(MD040, fenced-code-language)


243-243: Fenced code blocks should have a language specified

(MD040, fenced-code-language)


268-268: Fenced code blocks should have a language specified

(MD040, fenced-code-language)


283-283: Fenced code blocks should have a language specified

(MD040, fenced-code-language)


287-287: Emphasis used instead of a heading

(MD036, no-emphasis-as-heading)


306-306: Fenced code blocks should have a language specified

(MD040, fenced-code-language)


331-331: Fenced code blocks should have a language specified

(MD040, fenced-code-language)


391-391: Fenced code blocks should have a language specified

(MD040, fenced-code-language)


444-444: Fenced code blocks should have a language specified

(MD040, fenced-code-language)


455-455: Fenced code blocks should have a language specified

(MD040, fenced-code-language)


466-466: Fenced code blocks should have a language specified

(MD040, fenced-code-language)


475-475: Fenced code blocks should have a language specified

(MD040, fenced-code-language)


486-486: Fenced code blocks should have a language specified

(MD040, fenced-code-language)


496-496: Fenced code blocks should have a language specified

(MD040, fenced-code-language)


519-519: Fenced code blocks should have a language specified

(MD040, fenced-code-language)


553-553: Fenced code blocks should have a language specified

(MD040, fenced-code-language)


633-633: Fenced code blocks should have a language specified

(MD040, fenced-code-language)


738-738: Fenced code blocks should have a language specified

(MD040, fenced-code-language)


766-766: Bare URL used

(MD034, no-bare-urls)


767-767: Bare URL used

(MD034, no-bare-urls)


768-768: Bare URL used

(MD034, no-bare-urls)


769-769: Bare URL used

(MD034, no-bare-urls)


770-770: Bare URL used

(MD034, no-bare-urls)

🔇 Additional comments (1)
docs/_layouts/default.html (1)

26-35: Google Analytics implementation is correct.

The gtag.js integration follows the standard GA4 pattern, and the CSP at line 12 properly includes the necessary domains (googletagmanager.com, google-analytics.com, and analytics.google.com).

The Mermaid.js library includes an SRI hash as appropriate for versioned libraries. However, gtag.js intentionally lacks an SRI hash because Google's gtag.js is not versioned and storing or serving the file locally is explicitly discouraged. This is the correct approach—not an inconsistency—since the gtag.js resource lacks the CORS headers required for SRI validation.

Verify cookie consent mechanisms for GDPR compliance. No cookie consent implementations were found in the codebase. If this site serves EU users, ensure consent mechanisms are in place elsewhere or consider implementing them, as Google Analytics requires explicit cookie consent under GDPR before setting cookies.

@dcversus dcversus merged commit 5c8fbf9 into main Dec 22, 2025
3 of 4 checks passed
@dcversus dcversus deleted the feature/quint-code-integration branch December 22, 2025 14:35
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