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Florian BRUNIAUX
3ab6fe3ef5 docs: track Claude Code v2.1.27 release 
--from-pr flag for PR-linked sessions, auto PR linking via gh pr create,
Bedrock/Vertex gateway fixes.

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-01-31 16:19:51 +01:00
Florian BRUNIAUX
22f2b91b83 docs: integrate Contribution Metrics blog (4/5) - Anthropic Jan 2026 data 
New subsection in ultimate-guide.md with +67% PRs merged and 70-90%
AI-assisted code metrics. Separate from Aug 2025 study (different
methodology: PR-based vs self-reported). ROI cross-reference added.

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-01-30 23:34:15 +01:00
Florian BRUNIAUX
26ee4ef894 release: v3.20.1 - Vercel AGENTS.md vs Skills evaluation 
- New resource evaluation (025): Vercel blog on eager context vs lazy
  skill invocation (Gao, Jan 2026). Score 3/5, 13/13 fact-checked.
- Guide: added 8KB compression benchmark to CLAUDE.md sizing (line 3527)
- Guide: added 56% skill invocation warning to Memory Loading (line 4082)
- Guide: added invocation reliability caveat to skills.sh trade-offs
- Version sync 3.20.0 → 3.20.1

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-01-30 21:45:14 +01:00
Florian BRUNIAUX
fd4550cbd3 release: v3.20.0 - Multi-Agent Code Review Automation 
Integration of production-grade PR review patterns from Pat Cullen + Méthode Aristote.

New Features:
- Resource evaluation: Pat Cullen Final Review (5/5 - Critical)
- Enhanced /review-pr: +150 lines with Advanced Multi-Agent Review section
- Enhanced code-reviewer agent: +219 lines with anti-hallucination rules
- New workflow: Review Auto-Correction Loop in iterative-refinement.md
- Production example: Multi-Agent Code Review in ultimate-guide.md
- Reference updates: +3 entries (review_pr_advanced, review_anti_hallucination, review_auto_fix_loop)

Key Patterns:
- 3 specialized agents: Consistency, SOLID, Defensive Code Auditor
- Pre-flight check: git log Co-Authored-By detection
- Anti-hallucination: Grep/Glob verification before suggestions
- Severity classification: 🔴 Must Fix / 🟡 Should Fix / 🟢 Can Skip
- Convergence loop: review → fix → re-review (max 3 iterations)
- Conditional context loading: stack-agnostic decision table

Design Principles:
- Enrich existing files (no fragmentation)
- No breaking changes (review-pr.md template simple preserved)
- Complete attribution (Pat Cullen + Méthode Aristote with links)
- Audience-aware (beginner → advanced progression)

Files Modified:
- CHANGELOG.md, VERSION: bumped to 3.20.0
- docs/resource-evaluations/017-pat-cullen-final-review.md: NEW (120 lines)
- examples/commands/review-pr.md: 80 → 230 lines (+150)
- examples/agents/code-reviewer.md: 72 → 291 lines (+219)
- guide/workflows/iterative-refinement.md: 389 → 522 lines (+133)
- guide/ultimate-guide.md: +28 lines (Production Example section)
- machine-readable/reference.yaml: +3 entries
- README.md, guide/cheatsheet.md: version sync

Total: +537 insertions, 0 deletions (no breaking changes)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-30 16:07:09 +01:00
Florian BRUNIAUX
97d41b8598 release: v3.19.0 - Hook Execution Model documentation 
Adds comprehensive async hooks documentation filling critical gap.
Includes decision matrix, migration guide, and Aristote case study.

Changes:
- Added Hook Execution Model section to ultimate-guide.md (~97 lines)
- Documented sync vs async hooks (v2.1.0+) with configuration examples
- Added decision matrix for 15 use cases
- Updated reference.yaml with 7 new hook async entries
- Resource evaluation: Melvyn Malherbe LinkedIn post (score 1/5)
- Aristote case study: 7 hooks analyzed, 3 migrated async
- Version bump: 3.18.2 → 3.19.0

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-30 12:37:23 +01:00
Florian BRUNIAUX
8b58f014e7 docs: add Addy Osmani 80% problem to Practitioner Insights 
Add Addy Osmani (Google Chrome Team) article "The 80% Problem in
Agentic Coding" to AI Ecosystem Practitioner Insights section.

Changes:
- guide/ai-ecosystem.md: Add 32-line entry after Steinberger (~line 2024)
  * "80% problem" framework and comprehension debt concept
  * Three new failure modes (overengineering, assumption propagation, sycophantic)
  * Productivity paradox data (+98% PRs, +91% review time)
  * Alignment table mapping to existing guide sections
  * Transparent note: "secondary synthesis, primary sources documented"

- machine-readable/reference.yaml: Add 4 new references
  * practitioner_addy_osmani, practitioner_osmani_source
  * eighty_percent_problem, comprehension_debt_secondary

- docs/resource-evaluations/024-addy-osmani-80-percent-problem.md: Complete evaluation
  * Score: 3/5 (Pertinent) - downgraded from initial 4/5 after technical-writer challenge
  * Minimal integration (32 lines vs rejected 250 lines)
  * Fact-check: 6 stats verified, 1 Stack Overflow stat incorrect
  * Rationale: 90% overlap with existing content (Vibe Coding Trap, Trust Calibration)

- CHANGELOG.md: Document addition in v3.19.0

Decision: Minimal integration approach chosen to avoid duplication while
recognizing value of synthesis from respected author. Article aggregates
existing research already cited in guide with primary sources.

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-30 12:32:38 +01:00
Florian BRUNIAUX
7df11b224f release: v3.18.2 - Steinberger Practitioner Insight 
Add Peter Steinberger (PSPDFKit Founder, Moltbot Creator) to Practitioner
Insights with model-agnostic workflow patterns.

Changes:
- Add Steinberger entry in guide/ai-ecosystem.md (stream monitoring,
  multi-project juggling, fresh context validation, iterative exploration)
- Complete evaluation in docs/resource-evaluations/steinberger-inference-speed.md
  (score 3/5, fact-checked GPT-5.2, validated credentials)
- Update docs/resource-evaluations/README.md (15→16 evaluations)
- Add practitioner_steinberger references in machine-readable/reference.yaml
- Version bump 3.18.1 → 3.18.2 (VERSION + sync all docs)
- Update CHANGELOG.md with detailed v3.18.2 entry
- Update README.md evaluations count (22→25)

Scope: Model-agnostic patterns only, zero model comparisons.
Source: https://steipete.me/posts/2025/shipping-at-inference-speed

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-30 09:49:55 +01:00
Florian BRUNIAUX
9ee0f9f5d5 release: v3.18.1 - Claude Code releases update 
Bump guide version 3.18.0 → 3.18.1

Changes:
- Updated Claude Code releases tracking to v2.1.25
- Added v2.1.25: Beta header validation fix for Bedrock/Vertex
- Added v2.1.23: Spinner verbs, mTLS/proxy fixes, terminal perf
- Synchronized landing site version badge

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-30 08:59:24 +01:00
Florian BRUNIAUX
c844f74c8f docs: update Claude Code releases to v2.1.25 
- Add v2.1.25: Fixed beta header validation for Bedrock/Vertex
- Add v2.1.23: Customizable spinner verbs, mTLS/proxy fixes, terminal performance

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-30 08:48:25 +01:00
Florian BRUNIAUX
59b61dc849 docs: update CHANGELOG for MCP servers ecosystem documentation 
- Added [Unreleased] section with MCP Servers Ecosystem Documentation entry
- Documents 8 validated community servers (Playwright, Semgrep, Kubernetes, etc.)
- Includes evaluation framework, quality scores, production deployment guide
- Fills critical gap: community MCP servers were previously undocumented

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-28 20:57:43 +01:00
Florian BRUNIAUX
8ca34da3ae docs: add MCP servers ecosystem references 
- guide/README.md: Added mcp-servers-ecosystem.md to docs table
- guide/ultimate-guide.md: Added Community MCP Servers section with 8 validated servers
  * Playwright (Microsoft), Semgrep, Kubernetes (Red Hat), Context7, Linear, Vercel, Browserbase, MCP-Compose
  * Quick start example, quality scores, production deployment guide reference

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-28 20:21:42 +01:00
Florian BRUNIAUX
97c4c7e5ae release: v3.18.0 - Known Issues Tracker & RTK Integration 
MAJOR ADDITIONS:

1. Known Issues Tracker (guide/known-issues.md, 285 lines)
   - GitHub issue auto-creation bug (Issue #13797, v2.0.65+, ACTIVE)
   - Excessive token consumption (Issue #16856, v2.1.1+, Jan 2026)
   - Model quality degradation (Aug-Sep 2025, RESOLVED)
   - Verified: 17+ accidental public disclosures, 20+ token reports
   - Fact-checked: Perplexity Pro + GitHub API direct queries
   - Impact: Critical security awareness, actionable workarounds

2. RTK (Rust Token Killer) Integration
   - 72.6% average token reduction for git operations
   - Benchmarks: git log (92.3%), git status (76.0%), find (76.3%)
   - Templates: CLAUDE.md, skill, PreToolUse hook
   - Limitations documented: grep broken, ls worse, early-stage

FIXES:
- Corrected "mgrep" misattribution in Everything Claude Code evaluation

VERSION UPDATES:
- VERSION: 3.17.1 → 3.18.0
- Synced across README.md, cheatsheet.md, ultimate-guide.md, reference.yaml

FILES MODIFIED: 6 (CHANGELOG, VERSION, README, cheatsheet, guide, reference)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-28 18:20:05 +01:00
Florian BRUNIAUX
940caf3f1e docs: add verified critical bugs tracker (known-issues.md) 
NEW: guide/known-issues.md (285 lines)
- GitHub issue auto-creation bug (Issue #13797, v2.0.65+, ACTIVE)
  * 17+ confirmed accidental public disclosures
  * Security/privacy risk documented
  * Workarounds: explicit repo, manual approval, pre-execution verification
- Excessive token consumption (Issue #16856, v2.1.1+, Jan 2026)
  * 20+ reports of 4x+ faster consumption
  * Anthropic: "Not officially confirmed as bug" (investigating)
  * Workarounds: /context monitoring, shorter sessions, disable auto-compact
- Model quality degradation (Aug-Sep 2025, RESOLVED)
  * Anthropic official postmortem: 3 infrastructure bugs
  * Community theories (quantization) debunked

FACT-CHECKED: Perplexity Pro + GitHub API direct queries
- Verified: 5,702 open issues (not 4,697), 527 invalid labels
- Corrected: v2.1.1 token bug (not non-existent v2.0.61)
- Sources: GitHub Issues, Anthropic postmortem, The Register

UPDATED:
- guide/README.md: Added known-issues.md to docs table
- machine-readable/reference.yaml: 4 new entries for issue tracking
- CHANGELOG.md: Documented integration process

NEW: docs/resource-evaluations/023-community-discussions-report-jan2026.md
- Full evaluation process documented
- Fact-check methodology: Perplexity + GitHub API
- Score: 2/5 (Marginal - partial integration only)
- Lesson: Always verify community reports with primary sources

Impact: Critical security awareness for users, actionable workarounds

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-28 17:59:16 +01:00
Florian BRUNIAUX
a75c66a890 docs: update Claude Code releases to v2.1.22 
Added tracking for latest releases:
- v2.1.22: Task UI improvements, Vim fixes, LSP enhancements
- v2.1.21: Version requirements, TaskCreate enhancements, auto-update checks

Updated in both YAML (machine-readable) and Markdown (human-readable) formats.

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-28 15:00:18 +01:00
Florian BRUNIAUX
c28161dca8 docs: enrich RTK evaluation with T3 Stack production testing 
Real-World Testing Results (Méthode Aristote - T3 Stack):
- Project: Next.js 15 + tRPC + Prisma + pnpm
- Commands tested: 12 (git, pnpm, Vitest, TypeScript, Prisma)
- Git workflows validated: 85.6% avg reduction (up from 72.6%)

Critical Bug Discovered:
- git argument parsing broken (`--oneline`, `--graph` blocked)
- Workaround: `rtk git log -- -20` (works)
- Impact: CRITICAL - affects ALL git users

Modern Stack Gaps Identified:
- pnpm support MISSING (80-90% reduction possible, CRITICAL impact)
- Vitest support MISSING (90% reduction possible, HIGH impact)
- TypeScript support MISSING (70% reduction possible, MEDIUM impact)

ROI Analysis:
- Current v0.2.0: 40% command coverage, 55% token reduction
- Proposed v0.3.0 (pnpm + Vitest): 85% coverage, 80% reduction
- Dev effort: 1 week (7 days)

New Deliverables:
- Benchmark script: examples/scripts/rtk-benchmark.sh (reproductible tests)
- Test results: claudedocs/rtk-test-results-aristote.md (53KB, gitignored)
- Updated PR proposals: claudedocs/rtk-pr-proposals.md (P0-P2 ranking)
- GitHub issues: claudedocs/rtk-github-issue-template.md (ready for upstream)

Updated Evaluation:
- Score: Still 4/5 (GOOD) but clearer path to 5/5 (CRITICAL)
- Blockers: git args bug + pnpm/Vitest gaps
- Strength: 85.6% git reduction validated on production codebase

Full report: claudedocs/rtk-test-results-aristote.md (23K detailed analysis)
 2026-01-28 14:01:37 +01:00
Florian BRUNIAUX
1000cb6e85 docs: add RTK integration templates and evaluation 
- Evaluation: docs/resource-evaluations/rtk-evaluation.md (4/5 score, comprehensive benchmarks)
- CLAUDE.md template: examples/claude-md/rtk-optimized.md (manual usage instructions)
- Skill template: examples/skills/rtk-optimizer/SKILL.md (auto-suggestion)
- Hook template: examples/hooks/bash/rtk-auto-wrapper.sh (PreToolUse auto-wrapper)
- PR proposals: claudedocs/rtk-pr-proposals.md (7 upstream improvements)

These templates enable 3 RTK integration strategies referenced in guide:10478
 2026-01-28 13:03:10 +01:00
Florian BRUNIAUX
4dc380efd2 docs: integrate RTK (Rust Token Killer) for command output optimization 
- Added Section 9.13 'Command Output Optimization with RTK' (guide/ultimate-guide.md:10478)
- Benchmarks: 72.6% avg token reduction (git log 92.3%, git status 76.0%, find 76.3%)
- Integration templates: CLAUDE.md, Skill, PreToolUse hook
- Evaluation: docs/resource-evaluations/rtk-evaluation.md (score 4/5)
- Limitations: grep broken (v0.2.0), ls worse (-274%), low adoption (8 stars)
- Updated CHANGELOG.md and machine-readable/reference.yaml
- Source: https://github.com/pszymkowiak/rtk v0.2.0
 2026-01-28 12:20:48 +01:00
Florian BRUNIAUX
34b7376408 fix: correct mgrep misattribution in Everything Claude Code evaluation 
Issue:
- Incorrectly claimed Everything Claude Code contained "mgrep (50% token reduction)" tool
- No such tool exists in affaan-m/everything-claude-code (verified via WebFetch + repo search)
- Confused mgrep (mixedbread-ai semantic search) with non-existent token reduction tool

Files corrected:
- docs/resource-evaluations/015-everything-claude-code-github-repo.md (14 occurrences removed)
- machine-readable/reference.yaml:724 (unique patterns list updated)
- guide/ultimate-guide.md:14821 (replaced with verified patterns)
- CHANGELOG.md (v3.17.0 and v3.15.0 entries updated)

Verified patterns now documented:
- hookify (conversational hooks)
- pass@k metrics (formal verification)
- sandboxed subagents (tool restrictions)
- strategic compaction skills (context management)

Impact: Maintains guide accuracy, prevents user confusion

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-28 09:50:07 +01:00
Florian BRUNIAUX
7957dda29c release: version 3.17.1 - README V3 with Repository Structure diagram 
### Added
- Repository Structure diagram (Mermaid + ASCII collapsible)
- 4 missing guides in Core Documentation table
- Quiz online link (landing site)

### Changed
- README V3: merged best of both versions (WHY/HOW positioning + complete sections)
- Ecosystem positioning: complementary instead of competitive
- Core Documentation: added AI Ecosystem, AI Traceability, Search Tools, Learning with AI

### Removed
- README-new.md (merged into README.md)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-27 18:30:18 +01:00
Florian BRUNIAUX
11d2e4dfe3 docs: add everything-claude-code repository evaluation (5/5 CRITICAL) 
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-27 16:29:12 +01:00
Florian BRUNIAUX
9055c31ee7 release: version 3.17.0 - Tasks API limitations documentation 
Version bump from 3.16.0 to 3.17.0 with Tasks API field visibility
limitations integration.

Changes:
- VERSION: 3.16.0 → 3.17.0
- CHANGELOG.md: Moved [Unreleased] to [3.17.0] - 2026-01-27
- README.md: Updated version footer, resource evaluations count (22)
- guide/cheatsheet.md: Updated version headers
- guide/ultimate-guide.md: Updated version
- machine-readable/reference.yaml: Updated version + date

Release highlights:
- 🚨 CRITICAL: Tasks API limitations documented (Gang Rui analysis)
  * TaskList field visibility constraints
  * 11x-51x cost overhead for N tasks
  * 3 workaround patterns provided
  * Prevents user frustration, maintains guide credibility

- 📊 Stats: 22 resource evaluations, 493 lines added
- 🎯 Impact: All Tasks API users (v2.1.16+) benefit from transparency

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-27 16:21:05 +01:00
Florian BRUNIAUX
3a5012eef7 docs: document Tasks API field visibility limitations (Gang Rui analysis) 
Integration of community practitioner feedback on Tasks API (v2.1.16+)
field visibility constraints discovered through real-world usage.

Changes:
- guide/ultimate-guide.md:
  * Added 3 rows to comparison table (field visibility, metadata, overhead)
  * New subsection "⚠️ Tasks API Limitations (Critical)" (~40 lines)
  * Field visibility constraint table, cost examples, 3 workaround patterns

- guide/workflows/task-management.md:
  * New subsection "⚠️ Field Visibility Limitations" (~35 lines)
  * Workflow adjustments, cost awareness, mitigation strategies

- guide/cheatsheet.md:
  * Added limitation note with actionable tip (~3 lines)

- machine-readable/reference.yaml:
  * 4 new entries: limitations, field_visibility, cost_overhead, workarounds
  * Updated resource_evaluations_count: 16 → 22

- docs/resource-evaluations/016-gang-rui-tasks-api-limitations.md:
  * New comprehensive evaluation (score 5/5 CRITICAL)
  * Fact-check, challenge phase, integration details

- README.md:
  * Updated resource evaluations count: 15 → 22 assessments

Score: 5/5 (CRITICAL) - Breaks recommended workflow, 11x-51x cost
overhead, prevents user frustration, maintains guide credibility.

Source: https://www.linkedin.com/posts/limgangrui_i-explored-the-new-claude-codes-task-system-activity-7420651412881268736-Hpd6
Date: 2026-01-24

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-27 16:16:49 +01:00
Florian BRUNIAUX
edf74b38c5 docs: add missing hook events from official CHANGELOG (v2.1.9-v2.1.10) 
- Add 3 missing events to Section 7.1: Setup, PermissionRequest, SubagentStop
- Document PreToolUse additionalContext feature (v2.1.9+)
- Create 3 production-ready hook templates (setup, permission, subagent)
- Add resource evaluation documenting rejection of secondary source

Source: Official Claude Code CHANGELOG, not external blog posts
Closes gap identified during resource evaluation process

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-27 12:45:47 +01:00
Florian BRUNIAUX
bd193cf73a feat: add GitHub stars verification to sync script 
Added automatic verification of GitHub stars count:
- Fetches actual count from GitHub API
- Compares with landing index.html badge
- Tolerance: ±10% or ±10 stars (whichever is larger)
- Prevents future mismatches like 1.2k vs 60

Verification output example:
  Actual (GitHub API): 60
  Landing (index.html): 60
  ✓ OK (within tolerance: ±10)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-27 12:45:18 +01:00
Florian BRUNIAUX
c198cf2645 docs: update cheatsheet to v3.16.0 + Features Méconnues section 2026-01-27 10:42:26 +01:00
Florian BRUNIAUX
87423c5546 release: version 3.16.0 - TeammateTool + Myths vs Reality 
- TeammateTool: Experimental multi-agent coordination docs
- Appendix D: Myths vs Reality (debunk misinformation)
- Cheatsheet: Features Méconnues section
- Resource evaluation: Rejected social media post (score 1/5)
- Version bump: 3.15.0 → 3.16.0
- Landing sync: 15,400+ lines (vs 14,900+)
 2026-01-27 10:15:39 +01:00
Florian BRUNIAUX
6e621806a4 docs: add Myths vs Reality appendix + TeammateTool documentation 
- Appendix D: Myths vs Reality
  - Myth: Hidden features with secret flags
  - Myth: Tasks API = autonomous agents
  - Myth: 100x faster claims
  - Reality: Documented strengths of Claude Code
  - How to spot reliable vs unreliable sources

- New: TeammateTool experimental feature documentation
  - Multi-agent orchestration capabilities
  - Execution backends (in-process, tmux, iTerm2)
  - Usage patterns (parallel specialists, swarm)
  - Clear warnings about experimental status
  - Community sources cited

- Cheatsheet: Features Méconnues (But Official!) section
  - Tasks API, Background Agents, TeammateTool
  - Session Forking, LSP Tool
  - Pro tip: Read the CHANGELOG

- Reference.yaml: Added line numbers for new sections

- Resource evaluation: Rejected low-quality social media post
  (docs/resource-evaluations/2026-01-27-claude-code-hidden-feature-social-post.md)

Addresses community misinformation while documenting real experimental features with proper sourcing.
 2026-01-27 09:45:06 +01:00
Florian BRUNIAUX
db5c761d13 docs: track Claude Code v2.1.20 release 2026-01-27 09:02:45 +01:00
Florian BRUNIAUX
a8d0f0273d release: version 3.15.0 - MCP Apps integration 
Bump version to 3.15.0 with comprehensive MCP Apps documentation.

Version updates:
- VERSION: 3.14.0 → 3.15.0
- Synced across: README.md, cheatsheet.md, ultimate-guide.md, reference.yaml
- Updated date: reference.yaml (2026-01-27)

CHANGELOG.md:
- Added MCP Apps (SEP-1865) documentation entry in [Unreleased]
- ~50 lines detailing all changes:
  - architecture.md section (~150 lines)
  - ultimate-guide.md section (~90 lines)
  - Table update (Plugin vs MCP vs MCP Apps)
  - machine-readable/reference.yaml (8 entries)
  - Resource evaluation (159 lines, score 4/5)
- Key facts: First official MCP extension, co-authored OpenAI+Anthropic
- 9 interactive tools at launch (Asana, Slack, Figma, etc.)
- Platform support: Claude Desktop, VS Code, ChatGPT, Goose
- CLI relevance: Indirect (ecosystem, dev, hybrid workflows)

README.md:
- Resource Evaluations: 14 → 15 assessments

docs/resource-evaluations/README.md:
- Added MCP Apps entry in index table
- Score: 3/5 → 4/5 (High Value)
- Updated date: 2026-01-27
- Confirmed count: 15 evaluations

Total changes:
- 2 commits (MCP Apps docs + version bump)
- ~240 lines documentation (architecture + guide)
- 15 resource evaluations tracked
- 4/5 integration score (ecosystem impact)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-27 08:24:25 +01:00
Florian BRUNIAUX
18ea240e12 docs: add MCP Apps (SEP-1865) documentation 
Integrate comprehensive documentation for MCP Apps, the first official
MCP extension enabling interactive UI delivery.

Changes:
- guide/architecture.md (656): New section "MCP Extensions: Apps"
  - Technical architecture (primitives, SDK, security)
  - Platform support (Claude Desktop, VS Code, ChatGPT, Goose)
  - Example implementations (9 production tools at launch)
  - Developer workflow and SDK usage
  - ~150 lines of technical documentation

- guide/ultimate-guide.md (6509): New section "MCP Evolution: Apps"
  - User context and use cases
  - Available interactive tools (Asana, Slack, Figma, etc.)
  - Platform support matrix
  - Hybrid workflow examples
  - ~90 lines of user-facing documentation

- guide/ultimate-guide.md (7522): Table update
  - Added "Interactive UI" row to Plugin vs. MCP Server comparison
  - Clarified MCP Apps = "What Claude can show"

- machine-readable/reference.yaml: 8 new entries
  - mcp_apps_architecture, mcp_apps_evolution
  - Links to spec, SDK, blog posts
  - CLI relevance note (indirect)

- docs/resource-evaluations/mcp-apps-announcement.md: New evaluation
  - Score: 4/5 (High Value - Integrate within 1 week)
  - Fact-checked with Perplexity searches
  - Technical review by agent

Resource evaluated:
- https://blog.modelcontextprotocol.io/posts/2026-01-26-mcp-apps/
- https://claude.com/blog/interactive-tools-in-claude

Total documentation: ~240 lines across 3 files
Score: 4/5 (High Value)
CLI relevance: Indirect (ecosystem understanding, MCP server dev, hybrid workflows)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-27 08:14:49 +01:00
Florian BRUNIAUX
3a7671ac5e docs: update $ARGUMENTS syntax for v2.1.19 breaking change + evaluation 
Updated all documentation and examples to reflect Claude Code v2.1.19
breaking change: $ARGUMENTS.0 → $ARGUMENTS[0] (bracket syntax).

Changes:
- guide/ultimate-guide.md: 7 occurrences updated to bracket/shorthand syntax
- guide/cheatsheet.md: Command template updated
- Added migration note in § 6.2 Variable Interpolation
- Created migration scripts: migrate-arguments-syntax.{sh,ps1}
  • Automated detection + conversion with backups
  • Dry-run mode, cross-platform (macOS/Linux/Windows)
- Added formal evaluation: eval-claude-code-releases-jan2026.md
  • Score: 5/5 (Critical - Integrate Immediately)
  • Covers releases 2.1.0 to 2.1.19 (January 2026)
  • Technical accuracy verified against GitHub CHANGELOG

Files:
- guide/ultimate-guide.md (+23 lines, 7 occurrences fixed)
- guide/cheatsheet.md (+1 line)
- examples/scripts/migrate-arguments-syntax.sh (+152 lines)
- examples/scripts/migrate-arguments-syntax.ps1 (+143 lines)
- docs/resource-evaluations/eval-claude-code-releases-jan2026.md (+273 lines)
- CHANGELOG.md (+12 lines, Unreleased section)

Total: +605 lines

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-26 17:37:49 +01:00
Florian BRUNIAUX
08a2a4261f docs: add system prompts official sources (Anthropic + community analyses) 
- Add System Prompt Contents section in architecture.md (line 300-326)
  - Official Anthropic sources (Tier 1, 100% confidence)
  - Community analyses (Simon Willison, PromptHub)
  - Claude.ai vs API vs Code CLI distinctions

- Update reference.yaml with 4 new system prompts entries
  - system_prompts_official, willison_analysis, prompthub, architecture

- Create resource evaluation: system-prompts-official-vs-community.md
  - Score evolution: 4/5 → 3/5 → 2/5 (after Perplexity fact-check)
  - Decision: Do not integrate x1xhlol repository (redundant)
  - Use official Anthropic sources instead

- Create watchlist for non-integrated resources
  - claudedocs/resource-evaluations/watch-list.md (gitignored)
  - Re-evaluation triggers: Q2 2026 or if 10+ user requests

Related evaluation: docs/resource-evaluations/system-prompts-official-vs-community.md

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-26 17:03:42 +01:00
Florian BRUNIAUX
ab8bfcf782 docs: add Anaconda Croce evaluation (minimal integration) 
Resource evaluated: "What I Learned Challenging Claude to a Coding Competition"
by Steve Croce (Anaconda Field CTO, Jan 16, 2026)

Score: 2/5 (Marginal - Info secondaire)

Integration:
- Added "Community Experiences" section in guide/learning-with-ai.md
- 2-paragraph mention with strong caveats (N=1, non-representative context)
- Full evaluation in docs/resource-evaluations/anaconda-croce-evaluation.md
- Updated reference.yaml count (14 → 16 evaluations)

Rationale:
- Provides light empirical validation (90s vs 60min on Advent of Code)
- Highlights "collaboration cost" angle (decreased Slack engagement)
- Limitations prevent extensive integration (solo puzzles ≠ team dev)
- Commercial bias noted (Anaconda blog by Anaconda CTO)

Technical review challenged initial 4/5 score → adjusted to 2/5.
Maintains guide rigor through minimal integration + explicit caveats.

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-26 16:53:48 +01:00
Florian BRUNIAUX
444ce5aa6a docs: add resource evaluation process documentation 
Added comprehensive documentation for resource evaluation methodology:

- Appendix C in ultimate-guide.md (line 15034)
  * 5-point scoring system with decision criteria
  * 14 documented assessments by category
  * Transparency on integration decisions
  * Links to full methodology

- Fixed methodologies.md GSD evaluation link
  * Corrected path: claudedocs → docs (public)

- Updated reference.yaml with resource evaluations metadata
  * Directory, count (14), methodology references
  * Appendix and README section line numbers

All resource-evaluations now properly documented and discoverable.

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-26 15:10:24 +01:00
Florian BRUNIAUX
893c125fa7 release: version 3.14.0 - NotebookLM MCP integration 
Bump version from 3.13.0 to 3.14.0 with complete NotebookLM MCP documentation.

## Version Updates

- VERSION: 3.13.0 → 3.14.0
- Synced across: README.md, guide/cheatsheet.md, guide/ultimate-guide.md, machine-readable/reference.yaml

## CHANGELOG.md

- Added comprehensive v3.14.0 entry with NotebookLM MCP documentation details
- Moved previous [Unreleased] items to v3.14.0
- Updated templates count: 86 → 83 (accurate count)

## Documentation Changes

Already committed in ff3458a:
- guide/ai-ecosystem.md: +603 lines (§ 4.1-4.5)
- guide/ultimate-guide.md: +3 lines (MCP integration mention)
- Complete coverage of 16 MCP tools across 3 profiles

## Landing Site Sync

- Landing site updated: 3.13.0 → 3.14.0
- All checks passing (version, templates, quiz, guide lines)
- Verified with ./scripts/check-landing-sync.sh

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-26 15:06:46 +01:00
Florian BRUNIAUX
8aa1b0401c docs: update README metrics for accuracy and landing sync 
- Guide length: ~10K → ~15K lines (actual: 15,053)
- Reading time: ~3h → ~4h
- Security hooks: 15+ → 18
- Templates: maintained at 86 (sync script logic)
- Added Resource Evaluations section (14 assessments)
- Verified sync with check-landing-sync.sh

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-26 14:56:58 +01:00
Florian BRUNIAUX
ff3458a67c docs: add complete NotebookLM MCP integration documentation 
Added comprehensive documentation for NotebookLM MCP server integration
in Claude Code, covering all 16 tools across 3 profiles (minimal/standard/full).

## Changes

### guide/ai-ecosystem.md (~330 new lines)

**§ 4.1 - Enhanced installation section**:
- Detailed tool breakdown table (16 tools × 3 profiles)
- Profile comparison with recommended defaults
- Multi-account authentication workflow
- Share links library building pattern

**§ 4.2 - Advanced Features (Full Profile)** (~110 lines):
- remove_notebook: Library cleanup
- re_auth: Google account switching
- cleanup_data: Complete MCP reset with preserve_library option
- Manual browser control (3 functions): state inspection, actions, element waiting

**§ 4.3 - Browser Options** (~70 lines):
- Complete options reference (headless, timeout, viewport, stealth)
- Stealth mode configuration (typing speed, delays, mouse movements)
- Usage examples: debug visually, custom timeouts, disable stealth

**§ 4.4 - Session Management** (~60 lines):
- Session lifecycle and properties (15min timeout, 10 max concurrent)
- Automatic vs manual session control
- List/resume/force new session workflows

**§ 4.5 - Library Management Best Practices** (~90 lines):
- Naming conventions and topics strategy
- Metadata refinement workflow (add → use → refine → archive)
- Search and discovery patterns
- Notebook lifecycle management

### guide/ultimate-guide.md

- Updated Complementary Tools table: Added "MCP integration" mention
- Added redirect note to ai-ecosystem.md § 4.1

### README.md

- Template count updated (86 → 83) to reflect current state

## Coverage

- ✅ All 16 MCP tools documented
- ✅ 3 profiles explained (minimal/standard/full)
- ✅ Installation, auth, queries, advanced features
- ✅ Browser options, session management, best practices
- ✅ Troubleshooting and examples

## Testing

- Installation: Verified (standard profile)
- Authentication: Tested with multi-account setup (authuser=1)
- Library: 4 notebooks added and queried successfully
- Advanced features: Documented from API spec (not yet tested in practice)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-26 14:40:17 +01:00
Florian BRUNIAUX
be79f6c09a docs: update CHANGELOG and README for recent additions 
- Add resource-evaluations and task-management entries to CHANGELOG [Unreleased]
- Update README workflows description (TDD, Plan-Driven, Task Management)
- Add docs/resource-evaluations/ to repository structure diagram
- Clarify documentation organization for contributors

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-26 14:08:59 +01:00
Florian BRUNIAUX
821c900ba0 docs: add task management workflow and update guides 
- Add guide/workflows/task-management.md (comprehensive workflow)
- Update ultimate-guide.md with task management sections
- Add task management quick reference to cheatsheet
- Update machine-readable/reference.yaml with new content
- Update .gitignore for docs/ directory

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-26 14:02:54 +01:00
Florian BRUNIAUX
1136dc683f docs: add resource-evaluations to tracked docs 
- Create docs/resource-evaluations/ with 15 evaluation files
- Standardize filenames (remove date prefixes)
- Keep working docs and private audits in claudedocs/ (gitignored)
- Add resource evaluation workflow to CLAUDE.md

Files migrated:
- gsd, worktrunk, boris-cowork-video, wooldridge-productivity-stack
- remotion, nick-jensen, se-cove, self-improve-skill
- astgrep, clawdbot, prompt-repetition, uml-diagrams
- vibe-coding-rusitschka, anthropic-releases

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-26 14:02:05 +01:00
Florian BRUNIAUX
6f6cd90bc1 release: version 3.13.0 - Boris Cherny mental models integration 
Major additions:
- CLAUDE.md as Compounding Memory philosophy (never correct Claude twice)
- Plan-First Discipline methodology (foundational pattern)
- Verification Loops architectural pattern (8 domains)
- Advanced Worktree Tooling section (3 independent tools validated)
- Anthropic governance resources (Constitution, Petri v2)
- Search tools mastery workflow (grep, grepai, ast-grep, Serena)

Updates:
- Boris Cherny case study enhanced with direct quotes
- Templates count: 83 → 86
- Reference YAML: new architecture diagram, search tools comparison

Resource evaluations:
- Boris Cowork video (3/5 - pertinent)
- Wooldridge productivity stack (3/5 - remote-first workflows)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-26 13:32:54 +01:00
Florian BRUNIAUX
6ed7e92e64 docs: add Anthropic governance resources 
- Add Claude's Constitution (CC0) to data-privacy guide
- Add Petri 2.0 research tool to README
- Update reference.yaml with external research section

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-26 09:31:19 +01:00
Florian BRUNIAUX
257f2ff65d docs: add search tools guides and ast-grep patterns 
New documentation:
- guide/search-tools-cheatsheet.md: Quick reference for Grep/Glob/Read tools
- guide/workflows/README.md: Workflows directory index
- examples/skills/ast-grep-patterns.md: AST-based code search patterns

Updated:
- guide/architecture.md: MCP architecture visual diagram section

Co-Authored-By: Claude <noreply@anthropic.com>
 2026-01-25 18:47:29 +01:00
Florian BRUNIAUX
96da6ebd7e feat: add bridge script for Claude Code → LM Studio execution (v3.12.1) 
Bridge script enables local execution of Claude Code plans via LM Studio:
- Python CLI with 5 components (DoobidooReader, LMStudioClient, Validator, StepExecutor, PlanExecutor)
- JSON Schema for plan validation (bridge-plan-schema.json)
- Cost optimization: Plan with Opus (~$0.50-2), execute free locally (80-90% savings)
- 4 validation types: json, syntax_check, contains_keys, non_empty
- CLI: --health, --list, --plan ID, -v verbose mode

Documentation:
- New section "Local Execution Bridge" in ultimate-guide.md §11.2
- scripts/README.md with full usage documentation
- machine-readable/reference.yaml entries for discoverability

Co-Authored-By: Claude <noreply@anthropic.com>
 2026-01-25 18:43:05 +01:00
Florian BRUNIAUX
2ace737018 docs: add grepai benchmark data to search tools workflow 
Add real-world benchmark section with YoanDev's grepai vs grep
comparison (Excalidraw 155k TS, Jan 2026). Includes honest
disclosure of limitations (benchmark by tool maintainer).

Source: https://yoandev.co/grepai-benchmark

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-25 18:35:38 +01:00
Florian BRUNIAUX
ccf2b2a01e docs: add "Do I Need Worktrunk?" self-assessment section 
Added decision-making framework to help readers evaluate if they need
Worktrunk or should stick with vanilla git/aliases.

Key additions (guide/ultimate-guide.md:10762):
- 3 quick self-assessment questions (volume, multi-instance, team)
- Decision matrix: 4 user profiles (Beginner → Boris scale)
- Quick alias alternative for casual users (2 min setup, -79% typing)
- Bottom line: "80% should start with vanilla git or alias"
- YAGNI principle applied to tooling adoption

Philosophy: Prevents premature tool adoption by providing objective
criteria. Most readers (2-3 worktrees/week) don't need Worktrunk.

Updated:
- machine-readable/reference.yaml: Added worktree_tooling_self_assessment: 10762
- CHANGELOG.md: Updated Advanced Worktree Tooling entry with self-assessment details
- Total guide additions: +139 lines (self-assessment section)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-25 18:33:57 +01:00
Florian BRUNIAUX
24481ea9a7 docs: update CHANGELOG with advanced worktree tooling entry 
Added [Unreleased] entry documenting new Section 9.17 "Advanced Tooling
for Worktree Management (Optional)".

Entry includes:
- Pattern validation (3 independent implementations)
- Benchmark comparison (Worktrunk vs vanilla git vs DIY)
- Progressive recommendation philosophy
- ROI evidence (incident.io 18% improvement)
- Resource evaluation reference (score: 3/5)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-25 18:06:04 +01:00
Florian BRUNIAUX
da8dedc7f8 docs: add advanced worktree tooling section (Worktrunk + DIY alternatives) 
Added Section 9.17 "Advanced Tooling for Worktree Management (Optional)" based on
deep-dive analysis of 4 sources (Worktrunk GitHub, incident.io blog, Anthropic best
practices, GitHub issue #1052).

Key additions:
- Pattern validation: 3 independent teams created worktree wrappers
- Benchmark: Worktrunk vs vanilla git vs custom wrappers
- Option 1: Worktrunk (1.6K stars, multi-platform, CI/LLM integration)
- Option 2: DIY custom wrappers (incident.io, GitHub #1052 examples)
- Philosophy: Learn fundamentals first, add wrapper for productivity later

Updated machine-readable/reference.yaml:
- Added advanced_worktree_tooling: 10661
- Fixed line references for sections after git worktrees
- Updated Appendix references (14356, 14530, 14532, 14601)

Score: 3/5 (pertinent - complément utile)
Evaluation: claudedocs/resource-evaluations/worktrunk-evaluation.md

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-25 18:00:55 +01:00
Florian BRUNIAUX
3e5a35295c docs: add GSD methodology and update CHANGELOG 
- Add GSD (Get Shit Done) to Tier 1: Strategic Orchestration (guide/methodologies.md:47-55)
- Document 6-phase workflow addressing context rot with fresh 200k contexts per task
- Note overlap with existing patterns (Ralph Loop, Gas Town, BMAD)
- Add CHANGELOG entry for ClawdBot FAQ enrichment (commit 4a3f83b)
- Source: https://github.com/glittercowboy/get-shit-done (7.5k stars)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-25 17:52:58 +01:00
Florian BRUNIAUX
3f923efb7e docs: add GSD methodology mention with evaluation 
- Added GSD to Tier 1: Strategic Orchestration (guide/methodologies.md:47-55)
- Meta-prompting 6-phase workflow with fresh 200k-token contexts per task
- Note: Core concepts overlap with existing patterns (Ralph Loop, Gas Town, BMAD)
- Resource evaluation saved in claudedocs/resource-evaluations/gsd-evaluation.md (score: 2/5 - marginal/redundant)
- Updated CHANGELOG.md and machine-readable/reference.yaml for LLM indexing
- Source: https://github.com/glittercowboy/get-shit-done (7.5k stars, created Dec 2025)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-25 17:49:48 +01:00