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Author SHA1 Message Date
Florian BRUNIAUX
ac9b07a837 docs(guide): add YAML frontmatter to 24 top-level guide files 
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
 2026-02-15 19:20:31 +01:00
Florian BRUNIAUX
17846b1179 docs: complete Wasp fullstack essentials integration 
Complete all 4 action items from wasp-fullstack-essentials-eval.md resource
evaluation (score 3/5). Framework-agnostic insights only, promotional content
excluded.

Changes (3 sections):

1. Background tasks workflow (Section 9.5)
   - New subsection: "Background Tasks for Fullstack Development"
   - When to background tasks (5 scenarios table)
   - Fullstack workflow pattern with examples
   - Context rot prevention strategies
   - Limitations and workarounds
   - Integration with teleportation
   - /tasks monitoring guide
   - ~100 lines added to Section 9.5 "Tight Feedback Loops"

2. Chrome DevTools MCP (mcp-servers-ecosystem.md)
   - New server entry in "Browser Automation" section
   - Official Anthropic server (not community)
   - Comparison table vs Playwright MCP (debugging vs testing)
   - Setup and configuration
   - Use cases and limitations
   - Updated stats: 3 browser servers (was 2), 6 official servers (was 5)
   - ~60 lines added to Browser Automation section

3. Convention-over-config for AI (Section 9.18.1)
   - New subsection: "Convention-Over-Configuration for AI Agents"
   - Why opinionated frameworks reduce agent cognitive load
   - Comparison table: custom vs opinionated architectures
   - Examples: Next.js, Rails, Phoenix, Django
   - Real-world impact on agent productivity
   - Trade-offs analysis
   - Connection to CLAUDE.md sizing (token reduction)
   - ~60 lines added to Section 9.18.1

Total additions: ~220 lines (workflow patterns + MCP server + AX framework)

Source evaluation: docs/resource-evaluations/wasp-fullstack-essentials-eval.md
Primary sources: llmstxt.org (llms.txt), official docs (background tasks, Chrome
DevTools MCP), existing Section 9.18 (Marmelab/AX framework)

Related commits:
- 783c43b: llms.txt conceptual documentation (completed earlier)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-02-09 10:00:53 +01:00
Florian BRUNIAUX
9805b615c5 docs: correct Agent Teams architecture + add session handoff template 
## Agent Teams Architecture Corrections

Based on official sources (Addy Osmani blog, Feb 2026):

**Major changes**:
- Add mailbox system documentation (peer-to-peer messaging)
- Correct communication model: not only team lead synthesis
- Update diagrams to show peer-to-peer arrows
- Clarify context isolation vs message sharing
- Add 7 sections with source attribution
- Add documentation update note (2026-02-09)

**Key correction**: Agents communicate via mailbox system (direct
peer-to-peer + team lead synthesis), not only hierarchical reporting.

**Files modified**:
- guide/workflows/agent-teams.md (+72 -19): 7 major corrections
- CHANGELOG.md: Document session handoff template addition
- guide/architecture.md: Architecture clarifications
- guide/ultimate-guide.md: Cross-references updates

**Sources**:
- https://addyosmani.com/blog/claude-code-agent-teams/
- Perplexity research (sonar-reasoning-pro, Feb 2026)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-02-09 09:23:41 +01:00
Florian BRUNIAUX
0cc01e5d3a fix: correct multi-agent review findings across guide docs 
- architecture.md: fix Asana attribution (not Atlassian), Daniela Amodei
  title (President not CEO), update model refs (3.5→4+), update footer
- cheatsheet.md: update date to Feb 2026, TodoWrite→Tasks API in decision tree
- methodologies.md: update date to Feb 2026
- sync-version.sh: escape dots in sed patterns to prevent URL corruption

Findings from 3-agent parallel code review (Agent Teams experiment).

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
 2026-02-08 12:38:22 +01:00
Florian BRUNIAUX
a68a1bd52b docs: add Agent Teams Quick Start Guide (v3.23.2) 
Added practical 8-10 min guide for using agent teams in real projects.

Added:
- guide/workflows/agent-teams-quick-start.md (580 lines)
  - 5-minute setup walkthrough
  - 4 copy-paste patterns (Guide + RTK projects)
  - Decision matrix (10+ scenarios)
  - Success metrics framework
  - Red flags section

Updated:
- guide/workflows/agent-teams.md: Link to quick start
- guide/ultimate-guide.md: Section 9.20 with quick start link
- machine-readable/reference.yaml: agent_teams_quick_start entry
- CHANGELOG.md: Release v3.23.2
- VERSION: 3.23.1 → 3.23.2

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
 2026-02-08 11:47:40 +01:00
Florian BRUNIAUX
4c0e4b6ac6 docs: integrate Gur Sannikov ADR workflow + native capabilities audit (4/5) 
- Add ADR-Driven Development pattern to methodologies.md (~60 lines)
  - Pattern: ADR → skill → native execution
  - Example ADR template (database migration)
  - Complete bash workflow with benefits
- Add Native Capabilities Audit checklist to architecture.md (~50 lines)
  - 11 native capabilities with internal links
  - Onboarding tip for comprehension audit
- Add Dynamic Model Switching pattern to cheatsheet.md (~40 lines)
  - Pattern: Sonnet → Opus → Sonnet
  - Cost comparison table and best practices
- Add Community Validation to architecture.md (~15 lines)
  - External validation of 'less scaffolding, more model' approach
  - Cursor power user adopting Agent Skills standard
- Track evaluation in docs/resource-evaluations/ (full methodology)
- Update evaluations count: 24 → 55 (README + reference.yaml)
- Update CHANGELOG.md with integration details

Source: https://www.linkedin.com/posts/gursannikov_claudecode-embeddedengineering-aiagents-activity-7423851983331328001-DrFb
Score: 4/5 (HIGH VALUE) - fills ADR workflow gap + onboarding checklist

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-02-07 16:12:53 +01:00
Florian BRUNIAUX
6910c06981 docs: add Native Sandboxing comprehensive documentation (v3.21.1) 
Integration of official Anthropic sandboxing docs (5/5 CRITICAL):

Created (5 files):
- guide/sandbox-native.md (~3K words): Complete technical reference
  * OS primitives (Seatbelt/bubblewrap), filesystem/network isolation
  * Sandbox modes, escape hatch, security limitations
  * Decision trees, config examples, troubleshooting
- docs/resource-evaluations/native-sandbox-official-docs.md (5/5 score)
- examples/config/sandbox-native.json (production config)
- examples/commands/sandbox-status.md (sandbox inspection)
- examples/hooks/bash/sandbox-validation.sh (prod validation)

Updated (5 files):
- guide/sandbox-isolation.md: Section 4 "Native Claude Code Sandbox"
  * Comparison Native vs Docker (process-level vs microVM)
  * Updated TL;DR, comparison matrix, decision tree
- guide/architecture.md: Native Sandbox sub-section in Security Model
- machine-readable/reference.yaml: +24 sandbox entries
- VERSION: 3.21.0 → 3.21.1
- README.md: Templates 100→103, Evaluations 44→45
- CHANGELOG.md: v3.21.1 entry

Closes critical security documentation gap (~1800 words missing).
Fact-checked 100%, agent-challenged (technical-writer), production-ready.

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-02-02 20:24:17 +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
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
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
68e738b5e0 fix: correct indentation in architecture.md MCP section 
Co-Authored-By: Claude <noreply@anthropic.com>
 2026-01-25 13:49:17 +01:00
Florian BRUNIAUX
29f778daf7 docs: update template count badge (82 → 83) 
Co-Authored-By: Claude <noreply@anthropic.com>
 2026-01-25 13:30:40 +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
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
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
Florian BRUNIAUX
f9044e2deb feat(docs): add architecture deep-dive documentation v3.4.0 
Add comprehensive technical documentation explaining Claude Code internals:

- NEW: guide/architecture.md (~800 lines) - Complete architecture deep-dive
  - Master Loop (while tool_call), Tool Arsenal, Context Management
  - Sub-Agent Architecture, Permission System, MCP Integration
  - Edit Tool mechanics, Session persistence, Philosophy comparison
  - 5 ASCII diagrams, source confidence tiers (Tier 1/2/3)

- guide/ultimate-guide.md: Add Section 2.7 "Under the Hood" summary
- guide/cheatsheet.md: Add "Under the Hood (Quick Facts)" section
- machine-readable/reference.yaml: Add architecture index + deep_dive refs
- Update all navigation links across repository

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-01-14 21:29:46 +01:00