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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
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
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
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
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
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
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
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
Florian BRUNIAUX
7330eacb2b chore: bump version to 3.12.0 
- Update VERSION file (3.11.7 → 3.12.0)
- Sync cheatsheet.md version references

Co-Authored-By: Claude <noreply@anthropic.com>
 2026-01-25 13:31:15 +01:00
Florian BRUNIAUX
a858dceda0 docs: add Context Overload anti-pattern (Rusitschka) 
- Add "Context Overload" anti-pattern in §9.8 Vibe Coding (line 8746)
- Unify plan mode + fresh context + handoffs under phased strategy
- Credit Jens Rusitschka ("Vibe Coding, Level 2", Jan 2026)
- Cross-reference existing patterns (§2.2, §2.3)
- Update reference.yaml with new entries (3 keys)
- Add cross-ref in learning-with-ai.md (line 96)

Source: https://kickboost.substack.com/p/are-you-still-vibe-coding-or-are

Score: 2.5/5 (10% useful packaging, 90% rebranding)
Integration: 60 lines added (concise, no duplication)

Co-Authored-By: Claude <noreply@anthropic.com>
 2026-01-25 13:29:02 +01:00
Florian BRUNIAUX
caf302107f docs: add ClawdBot vs Claude Code FAQ (v3.11.7) 
- Add Appendix B: FAQ section addressing ClawdBot confusion
- Comprehensive comparison table (9 dimensions)
- Early warning note in 'Before You Start' section
- New README section with quick explanation
- Update all version references to 3.11.7
- Index FAQ in reference.yaml

Context: Jan 2026 community buzz created confusion between
ClawdBot (chatbot for messaging apps) and Claude Code (CLI dev tool)

Total: +86 lines across 5 files

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-25 11:38:19 +01:00
Florian BRUNIAUX
b52d95a634 docs: add architecture diagrams pattern for OOP codebases 
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-25 11:18:53 +01:00
Florian BRUNIAUX
c84c56bfbd docs: add AI Traceability & Attribution guide 
Comprehensive documentation on AI code attribution and disclosure:

- New guide: guide/ai-traceability.md (~640 lines)
  - LLVM "Human-in-the-Loop" policy (Assisted-by trailer)
  - Ghostty mandatory disclosure pattern
  - Fedora contributor accountability framework
  - git-ai tool documentation
  - PromptPwnd security vulnerability
  - Four-level disclosure spectrum
  - Implementation guides (solo, team, enterprise)

- Templates: examples/config/
  - CONTRIBUTING-ai-disclosure.md
  - PULL_REQUEST_TEMPLATE-ai.md

- Cross-references added to:
  - ultimate-guide.md (after Co-Authored-By section)
  - learning-with-ai.md (after Vibe Coding Trap)
  - security-hardening.md (See Also)
  - guide/README.md (table of contents)

- reference.yaml: 14 new entries for AI traceability topics

Source: Vibe coding needs git blame (Piotr Migdał, Jan 2026)
+ Perplexity research on LLVM, Ghostty, Fedora policies

Co-Authored-By: Claude <noreply@anthropic.com>
 2026-01-24 20:11:53 +01:00
Florian BRUNIAUX
d2362401b1 docs: update plugin system with community marketplaces and official docs 
Section 8.5 Plugin System:
- CRITICAL FIX: Correct structure (.claude-plugin/plugin.json not root)
- Add .mcp.json, .lsp.json, hooks/hooks.json to directory structure
- Add skill namespacing documentation (/plugin-name:skill)
- Add warning about common mistake (components outside .claude-plugin/)
- Link to official Anthropic docs: code.claude.com/docs/en/plugins

Community Marketplaces subsection (line 7246):
- wshobson/agents: 67 plugins, 99 agents, 107 skills
- claude-plugins.dev: 11,989 plugins, 63,065 skills indexed
- Popular plugins: Context7 (~72k), Ralph Wiggum (~57k)
- awesome-claude-code: 20k+ stars curated list

Resource evaluation: Nick Jensen article rejected (outdated stats)
- Primary sources integrated instead of blog post

Co-Authored-By: Claude <noreply@anthropic.com>
 2026-01-24 18:32:37 +01:00
Florian BRUNIAUX
873aade097 docs: add Claude Reflect System + skill lifecycle documentation 
- Claude Reflect System: Automatic skill improvement via feedback analysis
- 8-step workflow: Monitor → Parse → Classify → Propose → Review → Backup → Apply → Commit
- Safety features: User review gate, Git backups, syntax validation, locking
- Security warnings: Feedback poisoning, memory poisoning, prompt injection mitigations
- YAML index: 10 new skill lifecycle entries (lines 113-123)
- Resource evaluation: Self-improve skill pattern (redirected to proven alternative)
- Landing sync history: v3.11.5 → v3.11.6

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-24 17:49:37 +01:00
Florian BRUNIAUX
ee5791668a docs: add SE-CoVe plugin example + resource evaluation workflow (v3.11.6) 
- First plugin example: SE-CoVe (Chain-of-Verification, Meta AI ACL 2024)
- Academic approach: cite paper metrics, not marketing claims
- Performance table: +23-112% accuracy (task-dependent, trade-offs disclosed)
- Resource evaluation template established (Perplexity fact-check workflow)
- Curation policy: Academic validation + Claims verified + Costs transparent
- Templates count: 82 → 83
- Architecture diagram added (visual overview of Claude Code internals)

Files:
- examples/plugins/se-cove.md (new plugin documentation)
- claudedocs/resource-evaluations/2026-01-24-se-cove-plugin.md (evaluation report)
- README.md, CHANGELOG.md, VERSION, reference.yaml (version bump 3.11.5 → 3.11.6)
- guide/architecture.md + image (visual overview)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-24 17:40:54 +01:00
Florian BRUNIAUX
89eefea8ac docs: add skills.sh marketplace documentation (v3.11.5) 
Added comprehensive documentation for skills.sh (Vercel Labs) marketplace:

Section 5.5 (Skills Marketplace):
- Installation instructions (npx add-skill <owner/repo>)
- Top skills by category (Frontend, Database, Auth, Testing)
- Format compatibility (100% compatible with .claude/skills/)
- Status & trade-offs (community project, early stage)

Section 11.3 (Skills Distribution Platforms):
- Comparison: skills.sh vs claude-code-templates vs SkillsMP
- When to use each platform (discovery, installation, team-specific)

Updated files:
- guide/ultimate-guide.md: New subsection Skills Marketplace (~line 5172)
- guide/ai-ecosystem.md: New section 11.3 Skills Distribution Platforms
- machine-readable/reference.yaml: Added 7 skills_marketplace_* entries
- README.md: Added skills.sh to Complementary Resources table
- CHANGELOG.md: Detailed entry for v3.11.5
- VERSION: Bumped to 3.11.5
- guide/cheatsheet.md: Version sync

Marketplace stats (Jan 23, 2026):
- 200+ skills available
- Top skill: vercel-react-best-practices (35K+ installs)
- 20+ agents supported (Claude Code, Cursor, Copilot, etc.)
- Launched: January 21, 2026 by Vercel Labs

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-23 18:21:15 +01:00
Florian BRUNIAUX
ca83f5a56d docs: add MCP Memory Stack complementarity patterns 
- Add 4-layer knowledge stack diagram (doobidoo → Serena → grepai → Context7)
- Document 5 combined workflows: feature understanding, onboarding, ADR, debug persistence, multi-IDE
- Add comparison matrix (cross-session, cross-IDE, cross-device, graphs, fuzzy search)
- Add usage patterns table with examples
- Document current limitations with workarounds
- Update reference.yaml with new entries

Experimental section - patterns need validation in production workflows.

Co-Authored-By: Claude <noreply@anthropic.com>
 2026-01-23 15:10:50 +01:00
Florian BRUNIAUX
09ac9d381d docs: add doobidoo/mcp-memory-service documentation (semantic memory) 
- Add comprehensive section in ultimate-guide.md (L.6385-6523)
- Document 3 backends: sqlite_vec, cloudflare, hybrid
- List 12 MCP tools with descriptions
- Add environment variables reference
- Include multi-client sync patterns (same machine vs multi-device)
- Add disclaimer: under testing, not yet validated in production
- Update reference.yaml with 8 new entries
- Add to cheatsheet.md and mcp.json template

Complements Serena (key-value) with semantic search capabilities.

Co-Authored-By: Claude <noreply@anthropic.com>
 2026-01-23 14:25:35 +01:00
Florian BRUNIAUX
8fe99ca515 docs: add Matteo Collina practitioner insight (bottleneck shift thesis) 
Add Node.js TSC Chair's perspective on human judgment in AI-assisted development:
- Full entry in ai-ecosystem.md Practitioner Insights section
- Reference in learning-with-ai.md Practitioner Perspectives
- YAML index entries in reference.yaml

Key concepts integrated:
- Bottleneck shift from coding to reviewing
- "The human in the loop isn't a limitation. It's the point."
- Cultural warning against "AI wrote it" as excuse
- Data: Review time +91%, 96% developers don't trust AI code

Context: Response to Arnaldi's "Death of Software Development" (Jan 2026)

Co-Authored-By: Claude <noreply@anthropic.com>
 2026-01-23 11:26:50 +01:00
Florian BRUNIAUX
ba4b916742 docs: update Claude Code releases (v2.1.15-v2.1.17) 
- Add v2.1.17: Fix AVX crash
- Add v2.1.16: Task management system, VSCode plugins
- Add v2.1.15: npm deprecation, React Compiler perf
- Bump guide version to 3.11.4
- New milestone: v2.1.16 (task management)
- New breaking: npm installations deprecated

Co-Authored-By: Claude <noreply@anthropic.com>
 2026-01-23 10:08:15 +01:00
Florian BRUNIAUX
162bab94e0 docs: add Practitioner Insights section with Dave Van Veen reference 
- New section 11.2 Practitioner Insights (guide/ai-ecosystem.md:1209)
- Dave Van Veen (PhD Stanford, Principal AI Scientist @ HOPPR)
- Validates guide patterns: TDD, worktrees, manual commits, planning
- Academic credential: Co-author "Agentic Systems in Radiology" (ArXiv 2025)
- Clarification: "English is new programming language" = Karpathy/Reddy
- Updated reference.yaml with deep_dive + ecosystem entries
- Updated CHANGELOG.md

Co-Authored-By: Claude <noreply@anthropic.com>
 2026-01-23 09:17:34 +01:00
Florian BRUNIAUX
0e5343f6b0 chore: bump version to 3.11.3 
- VERSION: 3.11.2 → 3.11.3
- CHANGELOG: Add 3.11.3 entry with verification loops, eval harness, ecosystem update
- Sync version across README, cheatsheet, ultimate-guide, reference.yaml

Co-Authored-By: Claude <noreply@anthropic.com>
 2026-01-23 09:00:00 +01:00
Florian BRUNIAUX
0ec02b0fa5 docs: add subscription token limits & Goose comparison 
Enrichir la section subscription limits (ultimate-guide.md):
- Tableau des budgets tokens par plan (Pro 44K, Max 88-220K)
- Ratio Opus/Sonnet 8-10× documenté explicitement
- Clarification "heures" = temps de traitement, pas tokens
- Lien vers ccusage (outil communautaire de monitoring)
- Note historique sur réductions non annoncées (Oct 2025)

Nouvelle section Goose dans ai-ecosystem.md:
- Comparaison technique Claude Code vs Goose (7 critères)
- Stats GitHub (15K+ stars, 350+ contributors)
- Use cases et trade-offs honnêtes
- Hardware requirements selon LLM
- Quick start avec commandes d'installation

Sources: Perplexity research (Jan 2026), official Anthropic docs,
community reports (Reddit, GitHub issues, HN).

Co-Authored-By: Claude <noreply@anthropic.com>
 2026-01-23 08:58:21 +01:00
Florian BRUNIAUX
73e371e237 docs: add everything-claude-code to ecosystem + verification loops pattern 
- Add affaan-m/everything-claude-code to ecosystem (16k+ stars)
  - Note: author hackathon win was for Zenith project, not this repo
  - Caveat: Node.js hooks not officially recommended by Anthropic
- Document "Verification Loops" pattern in methodologies.md
  - Official Anthropic guidance: iterate until tests pass
- Document "Eval Harness" concept with source link
  - Reference: anthropic.com/engineering/demystifying-evals-for-ai-agents
- Add deep_dive index entries for quick lookup

Co-Authored-By: Claude <noreply@anthropic.com>
 2026-01-23 08:55:36 +01:00
Florian BRUNIAUX
2a63230c95 docs: add context packing tools section and Osmani workflow reference 
- New section "12. Context Packing Tools" in ai-ecosystem.md
  documenting gitingest, repo2txt usage patterns
- Added Addy Osmani "My AI Coding Workflow in 2026" to methodologies.md
  sources (validates spec-first, TDD, git checkpoints)
- Updated reference.yaml with ai_ecosystem_context_packing entry

Source: https://addyosmani.com/blog/ai-coding-workflow/

Co-Authored-By: Claude <noreply@anthropic.com>
 2026-01-22 21:59:28 +01:00
Florian BRUNIAUX
ace62f2f84 docs: add MCP Tool Search documentation (v3.11.2) 
Add comprehensive documentation for MCP Tool Search (lazy loading):
- New section in guide/architecture.md with ASCII flow diagram
- Documents 85% token reduction and accuracy improvements
- Configuration guide for ENABLE_TOOL_SEARCH=auto:N syntax
- Simon Willison quote on context pollution resolution

Enriched release notes:
- v2.1.7: Added stats and Anthropic blog link
- v2.1.9: Added auto:N examples and cross-reference

Fixed template count: 83 → 82 (actual count)

Sources: Anthropic Engineering blog, Scott Spence, Perplexity verification

Co-Authored-By: Claude <noreply@anthropic.com>
 2026-01-22 21:56:20 +01:00
Florian BRUNIAUX
76762b5ab3 docs: add Claudeception meta-skill documentation 
Add documentation for blader/Claudeception - a meta-skill that
auto-generates skills from Claude Code session discoveries.

Changes:
- guide/ultimate-guide.md: New section 5.5 "Automatic Skill Generation"
- machine-readable/reference.yaml: claudeception + claudeception_guide entries
- README.md: Add Skills category with Claudeception reference
- CHANGELOG.md: Document addition in Unreleased

Source: Community contribution via Laurent Dosdat

Co-Authored-By: Claude <noreply@anthropic.com>
 2026-01-22 20:46:19 +01:00
Florian BRUNIAUX
5fbea061d5 docs: add Agent Vibes TTS integration documentation (v3.11.1) 
Added comprehensive documentation for text-to-speech integration via Agent Vibes MCP server.

New files (8):
- examples/integrations/agent-vibes/README.md - Quick start guide
- examples/integrations/agent-vibes/installation.md - 18-minute setup procedure
- examples/integrations/agent-vibes/voice-catalog.md - 15 voices (4 FR models, 128 speakers)
- examples/integrations/agent-vibes/troubleshooting.md - 7 common issues solved
- guide/workflows/tts-setup.md - Step-by-step workflow
- examples/hooks/bash/tts-selective.sh - Custom selective TTS hook
- examples/claude-md/tts-enabled.md - Project template

Documentation:
- guide/ai-ecosystem.md (section 5.1) - TTS tools overview
- guide/README.md - Added TTS workflow reference
- machine-readable/reference.yaml - 8 TTS entries

Version updates:
- VERSION: 3.11.0 → 3.11.1
- README.md: Template count 71 → 83
- CHANGELOG.md: Added v3.11.1 entry
- Synced version across all docs (cheatsheet, ultimate-guide, reference.yaml)

Other:
- .gitignore: Added audio file exclusions (*.wav, *.mp3, *.onnx)

Context: Tested Agent Vibes v3.0.0 + Piper TTS with French voices. Works offline, no cloud dependency.

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-22 16:08:32 +01:00
Florian BRUNIAUX
89f81562b5 docs: document Serena indexation commands and options 
Add comprehensive documentation for Serena project indexation:

- guide/ultimate-guide.md: Complete setup section with all indexation options
  - Basic, force-full, incremental, parallel, verbose commands
  - Options table with use cases and performance notes
  - Cache location (.serena/cache/typescript/)
  - Deprecated command warning (index-project → project index)
  - Sources: Serena docs, GitHub issues, optimization guide

- guide/cheatsheet.md: Quick reference for 3 essential commands
  - Initial index, force rebuild, incremental update with parallel

- machine-readable/reference.yaml: Update line numbers and add entries
  - Fix mcp_servers line number (5821 → 5984)
  - Add serena_indexation: 6078 (detailed section)
  - Add serena_mcp: 6037 (section start)
  - Add serena_indexation and serena_cache to mcp section
  - Update all subsequent line numbers (+34 lines)

Resolves user request for forcing Serena codebase indexation documentation.

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-22 11:30:10 +01:00
Florian BRUNIAUX
222a2ed39c feat(guide): add Pencil (IDE-native canvas) to Product Designer workflow 
Add comprehensive documentation for Pencil, a new IDE-native design canvas tool launched January 2026.

Changes:
- guide/ultimate-guide.md (Wireframing Tools section):
  - Added Pencil to tools comparison table (after tldraw)
  - Added detailed description with features, founder info, disclaimer
  - Note: Launched Jan 2026, strong traction (1M+ views, a16z funded) but still maturing

- guide/workflows/design-to-code.md:
  - NEW section "Alternative: Pencil (IDE-Native Canvas)" (~115 lines)
  - Architecture explanation (WebGL + AI agents + Git-native)
  - Comparison table: Pencil vs Figma MCP
  - When to use (good fit / consider carefully)
  - Setup instructions + example prompt
  - Founder & backing details (Tom Krcha, ex-Adobe XD, a16z Speedrun)
  - Maturity note with recommendations

- machine-readable/reference.yaml:
  - Added 3 entries: pencil_canvas, pencil_workflow, pencil_vs_figma

Positioning:
- Pencil complements Figma MCP (not replaces)
- Target: Engineer-designers, code-centric teams on Cursor/VSCode/Claude Code
- Format: .pen JSON (open, git-versionnable)
- AI agents: Multiplayer parallel (unique feature)
- MCP: Bi-directional read+write (vs Figma read-only)

Status: Early but promising (score 3.5/5)
- Strong founder (Adobe XD co-creator, 2 exits)
- Solid funding (a16z + KAYA VC)
- Viral traction (1M+ views, FAANG signups)
- Currently FREE, pricing TBD

Disclaimers included for maturity/pricing uncertainty.

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-22 10:16:20 +01:00
Florian BRUNIAUX
f6c98851e9 chore: sync version to 3.11.0 across all docs 
- README.md: pre-v3.10.0 → pre-v3.11.0
- guide/cheatsheet.md: version references updated
- guide/ultimate-guide.md: version references updated
- machine-readable/reference.yaml: version updated

Run via: ./scripts/sync-version.sh
 2026-01-22 09:41:52 +01:00
Florian BRUNIAUX
8c93c31b90 feat(guide): add Product Designer learning path and design-to-code workflow 
Add comprehensive resources for Product Designers working with Claude Code via Figma MCP:

- New workflow: guide/workflows/design-to-code.md (700 lines)
  - Documented metrics: 62% reduction in design inconsistencies, 78% workflow efficiency improvement
  - 4 core workflows: Frame→Component, Design System Audit, Token Automation, Visual Iteration
  - 3-tier token hierarchy (base/composite/semantic)
  - Team adoption patterns for designers, developers, PMs
  - Implementation roadmap (Foundation → Scaling → Orchestration)
  - Sources: builder.io, parallelhq.com, composio.dev, vladimirsiedykh.com

- New template: examples/claude-md/product-designer.md (400 lines)
  - Complete CLAUDE.md configuration for design-to-code projects
  - Figma MCP commands reference
  - Design handoff checklist
  - Token conventions and implementation constraints

- Updated README.md: Added "Product Designer" learning path (5 steps)
  - Positioned after DevOps/SRE, before main content
  - Links to image analysis, wireframing, Figma MCP, new workflow, cheatsheet

- Updated machine-readable/reference.yaml: Added 4 new entries
  - product_designer_workflow, product_designer_claudemd
  - design_system_handoff, figma_make_integration

Templates count: 72 → 73 (examples/claude-md/product-designer.md)
Guide workflows: 6 → 7 (guide/workflows/design-to-code.md)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-22 09:15:16 +01:00
Florian BRUNIAUX
53d5d92c72 docs: update CHANGELOG and reference.yaml for design-patterns skill 
- CHANGELOG.md: Added detailed entry in [Unreleased] section
  - 9 files, 5,690 lines comprehensive GoF analyzer
  - 3 operating modes, 23 patterns, 8 stacks support
  - Template count 65 → 66
  - Tested on Méthode Aristote codebase results

- machine-readable/reference.yaml: Added design_patterns_skill entries
  - Line number reference (4799)
  - Location, modes, patterns count, supported stacks
  - Updated community_skills line numbers (4788→4947, 4871→5030)

Completes design-patterns skill documentation.

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-21 13:50:51 +01:00
Florian BRUNIAUX
936f8dd564 feat(guide): add Section 9.18 - Codebase Design for Agent Productivity 
Based on Agent Experience Best Practices by François Zaninotto (Marmelab).
Covers domain knowledge, code discoverability, testing for agents, guardrails.

- Add ~1809 lines to Section 9 (10 subsections)
- Enrich Section 3.1 with domain knowledge patterns
- Add Codebase Pitfalls to Section 9.11
- Bump version 3.9.11 → 3.10.0
- Guide grew from 11,560 to 13,425 lines (+16.1%)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-21 13:37:35 +01:00
Florian BRUNIAUX
868d3513b2 feat(guide): add Production Safety Rules (v3.9.11) 
Add comprehensive production safety guide for teams deploying Claude Code in production environments with 6 critical rules:

- Port Stability: Prevent accidental port changes breaking configs
- Database Safety: Backup enforcement via PreToolUse hooks
- Feature Completeness: No TODOs for core functionality
- Infrastructure Lock: Protect docker-compose, Dockerfile, terraform
- Dependency Safety: Block unapproved npm packages
- Pattern Following: Enforce codebase conventions

Adapted from community "10 non-negotiable CLAUDE.md rules" (6/10 integrated, 4/10 already covered). Verified gaps using grepai searches. Target audience: 20% production teams.

Cross-references added in ultimate-guide.md (section 3.1) and adoption-approaches.md (Medium/Large teams).

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-21 11:23:50 +01:00
Florian BRUNIAUX
5b15f25eb2 docs(guide): add Section 9.17 - Multi-Instance Workflows 
- Add comprehensive multi-instance orchestration guide (391 lines)
- Document Boris Cherny case study (259 PRs/30 days)
- Include Anthropic study metrics (132 engineers, +50% productivity)
- Add decision matrix, cost analysis, implementation phases
- Update reference.yaml with 10 new entries
- Fix table of contents (add 9.12-9.17)
- Bump version to 3.9.10

Sources:
- InfoQ: Claude Code Creator Workflow (2026-01-09)
- Anthropic Research: How AI is Transforming Work (2025-08)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-21 10:45:03 +01:00
Florian BRUNIAUX
00df38d318 feat: add DevOps & SRE Guide with FIRE Framework (v3.9.9) 
New files:
- guide/devops-sre.md: FIRE Framework for infrastructure diagnosis (~870 lines)
- examples/agents/devops-sre.md: DevOps/SRE agent persona
- examples/claude-md/devops-sre.md: CLAUDE.md template for infra projects

Guide includes:
- Kubernetes troubleshooting prompts by symptom
- Solo incident response workflow (3 AM design)
- IaC patterns (Terraform, Ansible, GitOps)
- Claude limitations table (transparency)
- Team adoption checklist

Updated:
- README.md: Added DevOps/SRE learning path, templates count → 69
- ultimate-guide.md: Added reference after Section 5.4
- reference.yaml: Added 11 DevOps/SRE entries
- examples/README.md: Added to indexes

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-01-20 22:09:31 +01:00
Florian BRUNIAUX
83a62ffb5d feat: integrate AI Coding Agents Matrix (v3.9.8) 
- Add Section 11 in guide/ai-ecosystem.md (~60 lines)
  - Interactive comparison of 23 AI coding agents
  - Complementarity table (Discovery vs Mastery)
  - Interactive features, limitations, positioning
- Enhance machine-readable/reference.yaml
  - Add maintainers (Cédric Teyton, Arthur Magne)
  - Add license (Apache-2.0), tech stack, features
  - Add positioning note and freshness warning
- Update README.md ecosystem section
  - Convert to comparison table (4 projects)
  - Add dedicated paragraph for Matrix
- Bump version 3.9.7 → 3.9.8
- Sync versions across all files

Cross-promotion with coding-agents-matrix.dev (Packmind)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-20 21:03:12 +01:00
Florian BRUNIAUX
eee6a5a20a docs: add AI Coding Agents Matrix reference to ecosystem section 
Add link to coding-agents-matrix.dev in ai-ecosystem.md and reference.yaml.

This external resource provides a technical comparison of Claude Code vs 22+
alternatives across MCP support, Skills, Commands, Subagents, and Plan Mode.

Minimal integration (1-line note) to acknowledge the ecosystem without
diluting our focus on Claude Code mastery.
 2026-01-20 15:00:39 +01:00
Florian BRUNIAUX
af6f56d618 docs: document complete 4-repo ecosystem architecture 
- Add ecosystem section to CLAUDE.md with architecture diagram
- Add landing sites table to README.md ecosystem section
- Add landing_sites section to reference.yaml with sync history
- Document bidirectional cross-links and sync triggers
- Include migration history and commit references

Ecosystem:
- Claude Code Guide (this repo) → devs
- Claude Cowork Guide (dedicated) → knowledge workers
- Code Landing (vitrine) → discovery
- Cowork Landing (vitrine) → discovery

Architecture: 2 source repos + 2 landing sites, synchronized

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-20 12:57:48 +01:00
Florian BRUNIAUX
9a29ba4e8d chore: remove cowork folder after migration to dedicated repo 
- Update all internal links to point to GitHub repo
- Remove cowork/ directory (35 files migrated)
- Add migration notice to guide/cowork.md summary
- Update machine-readable/reference.yaml with GitHub URLs
- Keep machine-readable/cowork-reference.yaml as index (not in cowork/)

Dedicated repo: https://github.com/FlorianBruniaux/claude-cowork-guide
Refs: 9a743cd (README update), 7a686a8 (cowork v1.0.0)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-20 12:16:32 +01:00
Florian BRUNIAUX
c2de35caba docs: complete Cowork documentation v1.0 (Phase 2) 
- Create comprehensive Cowork docs (23 files in cowork/)
  - 6 guides: overview, getting started, capabilities, security, troubleshooting
  - 60+ ready-to-use prompts across 4 categories
  - 5 step-by-step workflows
  - Reference materials: cheatsheet, FAQ, comparison, glossary

- Integrate Perplexity research (P0/P1/P2)
  - Exact error messages with solutions (VPN, Chrome host, context limits)
  - Competitive analysis (vs Copilot/Gemini/ChatGPT/Apple Intelligence)
  - Enterprise validation (TELUS, Rakuten, Zapier stats)
  - OCR accuracy benchmarks (97% field, 63% line-item)
  - Token budget planning per task type

- Document critical limitations
  - VPN incompatibility (#1 community issue)
  - Context limit reality (165K vs 200K theoretical)
  - Platform constraints (macOS only)
  - Usage limits and pricing (Pro $20, Max $100-200)

- Update central files
  - README.md: detailed Cowork section with tables
  - VERSION: 3.9.6 → 3.9.7
  - machine-readable/reference.yaml: add cowork_reference entry
  - machine-readable/cowork-reference.yaml: new LLM-optimized index (~1.5K tokens)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-01-20 11:23:43 +01:00
Florian BRUNIAUX
360e5203f6 feat: add Voice-to-Text section and voice-refine skill 
- Add section 5 "Voice-to-Text Tools" to ai-ecosystem.md
  - Tool comparison (Wispr Flow, Superwhisper, MacWhisper)
  - Vibe Coding workflow and trade-offs
  - Recommendations by user profile
- Create voice-refine skill in examples/skills/
  - Transforms verbose voice input into structured prompts
  - 4-step pipeline: Dedupe → Extract → Structure → Compress
  - Before/after examples with ~3.3x compression ratio
- Update reference.yaml with new entries and corrected line numbers
  - ai_ecosystem_voice_to_text: line 449
  - voice_refine_skill: new skill reference
  - cowork_section: 701 → 760
  - alternative_providers: 902 → 959

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-01-20 10:11:03 +01:00
Florian BRUNIAUX
09eb141976 docs: v3.9.6 - Trust Calibration, Vibe Coding Trap, reference.yaml sync 
Added:
- ultimate-guide.md: Trust Calibration section (1.7) with research-backed verification strategies
- ultimate-guide.md: Infrastructure as Code Skills (Anton Babenko's terraform-skill)
- learning-with-ai.md: "The Vibe Coding Trap" anti-pattern (Karpathy, Feb 2025)
- learning-with-ai.md: "Reality of AI Productivity" section with research
- learning-with-ai.md: External resource link to leerob.com/ai (AI fundamentals)
- IDEAS.md: "Vibe Coding Discourse" watching entry

Changed:
- reference.yaml: Complete line number synchronization (~55 entries)
  Guide grew from ~9900 to 11154 lines; all deep_dive references updated
- Version bump: 3.9.5 → 3.9.6

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-01-20 08:36:35 +01:00
Florian BRUNIAUX
fd17414abb docs: add AI productivity research, trust calibration, and exploration workflow 
## New Content

### Trust & Verification (ultimate-guide.md)
- Section 1.7 "Trust Calibration: When and How Much to Verify" (~155 lines)
  - Research-backed stats (ACM, Veracode, CodeRabbit, Cortex.io)
  - Verification spectrum by code type
  - Solo vs Team strategies with workflow diagrams
  - "Prove It Works" checklist
- New pitfall: "Trust AI output without proportional verification"
- CLAUDE.md size guideline: 4-8KB optimal, >16K degrades coherence

### AI Productivity (learning-with-ai.md)
- Section "The Reality of AI Productivity" (~55 lines)
  - Productivity curve phases (Wow Effect → Targeted Gains → Plateau)
  - High-gain vs low/negative-gain task categorization
  - Team success factors
- Productivity trajectory table by pattern (Dependent/Avoidant/Augmented)
- 5 new sources (GitHub, McKinsey, Stack Overflow, Uplevel, DORA)

### Session Limits (architecture.md)
- "Session Degradation Limits" section
  - Turn limits (15-25), token thresholds (80-100K)
  - Success rates by scope (1-3 files: ~85%, 8+ files: ~40%)

### Exploration Workflow
- NEW: guide/workflows/exploration-workflow.md
  - Anti-anchoring prompts, 3-5 approaches pattern
- iterative-refinement.md: Script Generation Workflow (3-7 iteration pattern)
- anchor-catalog.md: Anti-Anchoring Techniques, Exploration/Iteration Prompts

### Reference Updates
- adoption-approaches.md: Empirical data section
- reference.yaml: New deep_dive entries, updated line numbers

Sources: MetalBear engineering blog, arXiv studies, Addy Osmani (Jan 2026)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-01-19 19:16:33 +01:00