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Florian BRUNIAUX
7bda706da2 feat(v3.32.0): Plan-Validate-Execute Pipeline — 3-command AI-first workflow 
New workflow for production teams: dynamic agent teams, ADR learning loop,
automated execution from PRD to merged PR.

Added:
- guide/workflows/plan-pipeline.md — complete workflow guide (philosophy,
  non-prescriptive AI-first, No Bandaids first principles, ADR learning loop,
  CLAUDE.md 120-line discipline, /clear context reset, cost profile)
- examples/commands/plan-start.md — 5-phase planning with 12-agent dynamic
  pool (trigger-based selection, Tier 0 Solo → Tier 4 Full Spectrum,
  planning-coordinator synthesis, auto-transition to validate)
- examples/commands/plan-validate.md — 2-layer validation (structural inline +
  8 specialist agents), ADR-aware auto-fix (Bucket A ~95% auto-resolve,
  Bucket B human input → new rule), issue persistence in metrics JSON
- examples/commands/plan-execute.md — worktree → TDD scaffold → level-based
  parallel agents → drift detection → quality gate → smoke test → PR squash
  merge → post-merge metrics → cleanup
- examples/agents/planning-coordinator.md — Opus synthesis agent: merges
  multi-agent reports into coherent task graph, resolves conflicts via ADR
  precedence, verifies plan completeness before output
- examples/agents/integration-reviewer.md — Opus runtime validator: connection
  params, async/sync consistency, env var completeness, library API
  correctness (WebFetch), OTEL pipeline validation

Updated:
- machine-readable/reference.yaml — 16 new indexed keys
- CHANGELOG.md — v3.32.0 entry with 6 detailed items
- VERSION, README.md, guide/cheatsheet.md, guide/ultimate-guide.md — bumped to 3.32.0

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-03-06 17:24:26 +01:00
Florian BRUNIAUX
d9187ba17b release: v3.30.0 - 10 advanced patterns documentation 
5 new files (plan-challenger, adr-writer, audit-codebase, first-principles, event-driven-agents),
4 workflow files enriched (iterative-refinement, agent-teams, ultimate-guide x3 sections),
reference.yaml updated with 9 new entries. Fact-checked via 9 Perplexity searches (March 2026).

Patterns covered: modular CLAUDE.md architecture, session invariants, auto-ADR, adversarial
plan review, worktree dependency coordination, auto-fix loops (Ralph Loop), Linear/Kanban
event-driven agents, codebase audit scoring, deployment automation (Vercel + Infisical).

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-03-03 06:27:28 +01:00
Florian BRUNIAUX
4a0a0bf30e docs: complete factual audit pass 2 — 90+ corrections 
Second 10-agent parallel audit covering all remaining sections:
ultimate-guide.md (ch1-ch11), workflows/ (17 files), quiz/ (12 files),
examples/agents+skills+commands. Source of truth: official Anthropic docs.

Key corrections:

Hook system (+8 missing events):
- Complete 17-event list: PermissionRequest, PostToolUseFailure, SubagentStart,
  TeammateIdle, TaskCompleted, WorktreeCreate, WorktreeRemove, SessionEnd
- SessionStart confirmed valid (previous audit wrongly doubted it)
- Hook output format: hookSpecificOutput.permissionDecision (not {"decision":"block"})
- Missing common input fields added: transcript_path, cwd, permission_mode

Agent YAML frontmatter (13 valid fields restored/added):
- Restored: disallowedTools, memory, background, isolation, skills, permissionMode, hooks
- Added new: maxTurns, mcpServers
- Fixed: tools format is comma-separated (not space-separated)

Plan Mode (12 occurrences fixed):
- Ctrl+G = "open plan in text editor" (NOT "enter plan mode")
- Plan Mode = Shift+Tab × 2 (Normal → acceptEdits → plan)

Commands table (10.1) + built-in commands (6.1):
- Added 18+ missing commands: /copy, /doctor, /hooks, /memory, /model,
  /config, /permissions, /remote-control, /rename, /resume, /sandbox, etc.

Workflow files:
- agent-teams.md: removed fake --experimental-agent-teams flag
- hooks.yaml + post_edit event → settings.json + PostToolUse (2 files)
- TodoWrite → TaskCreate/TaskUpdate (3 files)
- task-management.md: removed fake "failed" task status

Quiz / examples:
- 01-010: Esc stops mid-action (not Ctrl+C)
- refactoring-specialist.md: removed MultiEdit (not a valid tool)
- ast-grep-patterns.md: name field (not title)
- validate-changes.md, diagnose.md: field name fixes

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-02-26 18:21:28 +01:00
Florian BRUNIAUX
dbb62306d7 release: v3.28.1 - Visual Diagrams Series (40 Mermaid diagrams) 
guide/diagrams/: new directory with 40 interactive Mermaid diagrams
- 10 thematic files: foundations, context/sessions, configuration,
  architecture, MCP ecosystem, dev workflows, multi-agent patterns,
  security/production, cost/optimization, adoption/learning
- Each diagram: Mermaid (GitHub-native) + ASCII fallback + source link
- Bold Guy palette (6-color system) consistent across all diagrams
- README with index, visual palette legend, navigation by use case

Also includes (backlog from v3.28.0→v3.28.1):
- guide/ultimate-guide.md: Managing Large MCP Server Sets, AI Code
  Disclosure Policy, claude-mem Gemini alternative, observability
- guide/workflows/plan-driven.md: Boris Tane custom markdown plans (+172L)
- guide/security-hardening.md: Part 4 PR security review workflow
- examples/agents/security-patcher.md: new security agent
- examples/hooks/bash/security-gate.sh: PreToolUse security hook
- guide/observability.md: activity monitoring, external tools, proxying
- docs/resource-evaluations/: 4 new evaluations (Boris Cherny, Moigneu,
  Boris Tane, Aristote AI instructions)
- README.md: Visual Diagrams section in "What Makes This Guide Unique"

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-02-22 15:51:21 +01:00
Florian BRUNIAUX
00cb973bdb docs: add Talk Preparation Pipeline workflow + skill templates 
6-stage pipeline: raw material → conference talk → Kimi AI slides.

New files:
- guide/workflows/talk-pipeline.md — Full workflow guide (REX vs Concept
  modes, stage-by-stage breakdown, CHECKPOINT mechanics, Kimi handoff,
  real-world DevWithAI example, 5 design patterns documented)
- examples/skills/talk-pipeline/ — 7 SKILL.md files + orchestrator + 2
  templates (feedback-draft.md, kimi-prompt-template.md)

Updated:
- README.md — badges 164→172 templates, Feb 20 date, 13→14 skills
- guide/workflows/README.md — Talk Pipeline entry under Design & Content
- machine-readable/reference.yaml — 16 new entries for pipeline components
- CHANGELOG.md — [Unreleased] entry

Design patterns showcased: skill chaining + file-based state, tool
permission scoping (Bash only Stage 2), human-in-the-loop CHECKPOINT
(Stage 4), AI-to-AI handoff (Claude → Kimi), dual execution modes
(REX/Concept).

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-02-20 15:51:29 +01:00
Florian BRUNIAUX
6d847d24de docs: add Profile-Based Module Assembly pattern (Section 3.5) 
- Section 3.5 "Team Configuration at Scale" in ultimate-guide.md:
  profiles YAML + shared modules + skeleton + assembler script;
  59% context token reduction measured on 5-dev production team;
  includes CI drift detection, 5-step replication guide, trade-offs
- New workflow: guide/workflows/team-ai-instructions.md (6 phases,
  scaling thresholds, troubleshooting table)
- New templates: examples/team-config/ (profile-template.yaml,
  claude-skeleton.md, sync-script.ts)
- reference.yaml: 9 new entries for team_ai_instructions_*
- README: templates count 161 → 164, date Feb 19 → Feb 20
- CHANGELOG [Unreleased]: resource evaluations (AGENTS.md ETH Zürich
  4/5, Sylvain Chabaud 3/5), spec-first Task Granularity section,
  methodologies ATDD expansion

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-02-20 15:04:29 +01:00
Florian BRUNIAUX
624b2e0425 docs(guide): add YAML frontmatter to 15 workflow guide files 
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
 2026-02-15 19:20:35 +01:00
Florian BRUNIAUX
89084c89ec docs: integrate Anthropic 2026 Agentic Coding Trends Report 
Integration strategy: diffusion transversale (~450 lines across 5 files)
instead of monolithic Section 9.21 (rejected after technical-writer review).

Evaluation: 4/5 score (high value, but lacks concrete code examples)
Source: https://resources.anthropic.com/hubfs/2026%20Agentic%20Coding%20Trends%20Report.pdf

Changes:
1. Created evaluation report (docs/resource-evaluations/)
   - Summary, gap analysis, challenge results, fact-check
   - Justification: validation industrie, benchmarks, anti-patterns

2. Modified guide/ultimate-guide.md (3 insertions, ~270 lines)
   - Section 9 intro: Industry context encadré with adoption data
   - Section 9.17 Multi-Instance: ROI benchmarks ($500-1K/month validation)
   - Section 9.11: Enterprise Anti-Patterns section (5 detailed patterns)

3. Modified guide/workflows/agent-teams.md (~80 lines)
   - Industry adoption data with case studies
   - Timeline: 3-6 months, success rates by phase
   - Real-world performance metrics (Fountain 50%, Rakuten 7h, TELUS 500K hours)

4. Modified machine-readable/reference.yaml (~40 lines)
   - Added agentic_trends_2026_* metadata section
   - Research data, case studies, benchmarks, anti-patterns references

5. Modified README.md (~8 lines)
   - Added "Research & Industry Reports" section
   - Link to Anthropic report with evaluation details

Stats validated: 60% AI usage, 0-20% full delegation, 67% more PRs/day,
27% new work, 7 case studies (Fountain, Rakuten, CRED, TELUS, Legora, Zapier, Augment).

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-02-09 17:18:52 +01:00
Florian BRUNIAUX
191ff42741 release: v3.23.4 - Agent Anti-Patterns & Scope-Focused Refactoring 
Major conceptual refactoring based on Dex Horty's principle:
"Subagents are not for anthropomorphizing roles, they are for controlling context"

### Added (1 new section)
- Agent Anti-Patterns section (§9.17, line 3662)
  - Wrong vs Right table (anthropomorphizing vs context control)
  - When to use agents (context isolation, parallel processing, scope limitation)
  - When NOT to use agents (fake teams, roleplaying, mimicking org structure)

### Changed (18 files, 200+ lines)
- Section rename: "Split-Role Sub-Agents" → "Scope-Focused Agents"
- Agent definitions: "Specialized role" → "Context isolation tool"
- 8 custom agent examples refactored (guide + examples/agents/)
- 10+ prompt examples with explicit scope boundaries
- 4 workflow files updated (agent-teams, TDD, iterative refinement)
- Terminology replacements:
  * "Specialized agents" → "Scope-focused agents"
  * "Expert personas" → "Context boundaries"
  * "Multi-domain expertise" → "Multi-scope analysis"

### Fixed
- Methodologies: Clarification note for BMAD role-based naming

Breaking change: Conceptual shift from role-based to scope-based agent usage.
All examples now demonstrate context isolation instead of persona simulation.

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-02-09 10:29:59 +01:00
Florian BRUNIAUX
94b9ad4f89 docs: update metadata and statistics for v3.9.9 
Update CHANGELOG, README, and workflow docs to reflect latest additions.

Changes:
1. CHANGELOG.md
   - 4 new entries under [Unreleased] → Added:
     * llms.txt Standard Documentation (Section 9.18.4)
     * Background Tasks Workflow (Section 9.5)
     * Chrome DevTools MCP Server (mcp-servers-ecosystem.md)
     * Convention-Over-Configuration for AI (Section 9.18.1)
   - Each entry with line numbers, resources, gaps addressed

2. README.md statistics
   - Guide lines: 16K → 19K (actual: 18,820 lines)
   - Templates: 107 → 111 (verified count)
   - Evaluations: 55 → 56 (wasp-fullstack-essentials-eval.md)
   - Updated in 8 locations: hero, badges, mermaid diagram, structure

3. guide/workflows/agent-teams-quick-start.md
   - Improved task delegation clarity (Content Scope, Index Scope labels)
   - Enhanced context boundaries in multi-file operations

Statistics verification:
- Templates: find examples -type f | wc -l → 111
- Guide lines: wc -l guide/ultimate-guide.md → 18,820
- Evaluations: docs/resource-evaluations/README.md → 56

Related commits:
- 783c43b: llms.txt conceptual documentation
- 17846b1: Background tasks + Chrome DevTools + convention-over-config

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-02-09 10:07:12 +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
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
b48d95c024 feat: add agent/skill quality audit tooling + Grenier evaluation 
AUDIT TOOLING (3 templates):
- Command: /audit-agents-skills (quick project audits)
  - 16-criteria framework (Identity 3x, Prompt 2x, Validation 1x, Design 2x)
  - Weighted scoring: 32 pts (agents/skills), 20 pts (commands)
  - Production grading (A-F, 80% threshold)
  - Fix mode with actionable suggestions
- Skill: audit-agents-skills (advanced audits)
  - 3 modes: Quick (top-5), Full (all 16), Comparative (vs templates)
  - JSON + Markdown output for CI/CD
- Scoring grids: criteria.yaml (externalized for reuse)

EVALUATION:
- Grenier agent/skill quality (3/5 - Moderate Value)
  - Gap: 29.5% deploy without evaluation (LangChang 2026)
  - Integration: Created audit command + skill + criteria
  - Industry context: 18% cite agent bugs as top challenge

DOCUMENTATION:
- Guide refs: 2 strategic call-outs (after Agent/Skill validation)
- CHANGELOG: New "Added" section + evaluation details
- README: Templates 106→107, Evaluations 49→24 (count corrections)
- reference.yaml: 10 new audit entries + updated counts

SYNC:
- Landing index.html: Templates 107, Evals 24, Quiz 257
- Landing examples/index.html: Templates 107

FILES: 14 changed, 4148 insertions (+1250 lines new audit content)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-02-07 15:40:18 +01:00
Florian BRUNIAUX
9c5d030b11 docs: add dual-instance planning pattern (Jon Williams) 
Add vertical separation pattern (planner/implementer) as complement to horizontal scaling (Boris pattern).

## Changes

**Main guide (ultimate-guide.md)**:
- New Section 9.17.1: "Alternative Pattern: Dual-Instance Planning" (~350 lines)
  - When to use (solo devs, spec-heavy, $100-200/month)
  - Setup instructions (2 Claude instances, Plans/ directory)
  - Complete workflow (5 phases: planning, review, implementation, verification, archive)
  - Comparison table (Boris horizontal vs Jon vertical scaling)
  - Cost analysis (2 instances vs correction loops)
  - Agent-ready plan best practices
  - Limitations and tips

**Workflow file (workflows/dual-instance-planning.md)**:
- Full workflow guide (~750 lines)
- Complete example (JWT auth implementation)
- Plan template (ready to copy-paste)
- Cost breakdown and decision matrix
- Troubleshooting and bash aliases

**References updated**:
- machine-readable/reference.yaml: 15 new entries
  - dual_instance_planning, dual_instance_workflow, etc.
  - Line numbers, source attribution, metadata
- guide/workflows/plan-driven.md: Link in See Also section
- README.md: Update evaluation count (46 → 47)

**Evaluation documented**:
- docs/resource-evaluations/jon-williams-dual-instance-pattern.md
  - Full methodology (fetch, analyze, challenge, fact-check)
  - Score progression (2-3/5 → 4/5 after technical-writer challenge)
  - Gap analysis, comparison, integration rationale

## Source
LinkedIn post by Jon Williams (Product Designer, UK)
Date: 2026-02-03
URL: https://www.linkedin.com/posts/thatjonwilliams_ive-been-using-cursor-for-six-months-now-activity-7424481861802033153-k8bu

Context: Transition from Cursor (6 months) to Claude Code with Opus 4.5
Pattern: Vertical separation (Claude Zero: planning/review, Claude One: implementation)
Distinction: Orthogonal to Boris pattern (vertical vs horizontal scaling)

## Stats
- Lines added: ~1,400
- Files modified: 4
- Files created: 2 (workflow + evaluation)
- References added: 15 (reference.yaml)
- Evaluation score: 4/5 (High Value)
- Integration time: ~2.5 hours

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-02-04 10:38:10 +01:00
Florian BRUNIAUX
a5942f1c53 docs: add Addy Osmani spec-writing evaluation (4/5) + spec-first.md sections 
Integration of "How to write a good spec for AI agents" by Addy Osmani:

Evaluation (docs/resource-evaluations/addy-osmani-good-spec.md):
- Score: 4/5 (High Value - Integrate within 1 week)
- Fills gaps: modular design, operational boundaries, command specs
- Fact-checked: credentials verified via Perplexity, all claims sourced
- Challenge phase: technical-writer agent corrected initial 3/5 → 4/5

Spec-First Workflow Updates (guide/workflows/spec-first.md):
- NEW: "Modular Spec Design" section (~50 lines, line 322)
  Pattern: Split large specs into focused files (CLAUDE-[domain].md)
- NEW: "Operational Boundaries" section (~60 lines, line 372)
  Three-tier system: Always/Ask First/Never → maps to Claude Code modes
- NEW: "Command Spec Template" section (~40 lines, line 432)
  Executable command specs with expected outputs & error handling
- NEW: "Anti-Pattern: Monolithic CLAUDE.md" section (~30 lines, line 472)
  Explains cognitive load problem (>200 lines = context pollution)

Reference Index (machine-readable/reference.yaml):
- 8 new entries: spec_first_workflow → spec_osmani_score
- Links to new spec-first.md sections with line numbers
- Source attribution: https://addyosmani.com/blog/good-spec/

Public Facing (README.md):
- Incremented resource evaluations count: 35 → 36

File growth: spec-first.md 327 → 507 lines (+180)
Source: Addy Osmani (former Chrome team, 14y), published Jan 13, 2026

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
 2026-02-01 21:30:34 +01:00
Florian BRUNIAUX
2fcc65e222 release: v3.20.3 - Competitive Analysis Gaps (claudelog.com) 
9 gaps filled from claudelog.com competitive analysis (313 pages):
- Section 9.19: Permutation Frameworks (CLAUDE.md-driven variation testing)
- Skeleton Projects workflow (guide/workflows/skeleton-projects.md)
- Task Lists as Diagnostic Tool (instruction clarity mirror)
- Rev the Engine + Mechanic Stacking (multi-round planning patterns)
- Split-Role Sub-Agents (multi-perspective analysis)
- "You Are the Main Thread" mental model (CPU scheduler analogy)
- Continuous Context Update (proactive CLAUDE.md enrichment)
- Smart Hook Dispatching (single entry point routing to handlers)

Guide: 15,771 → 16,293 lines (+522)
New workflow: skeleton-projects.md (208 lines)
Reference: +17 new entries in reference.yaml

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-01-31 21:55:12 +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
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
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
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
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
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
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
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
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
174192f583 feat(seo): add CITATION.cff and improve AI discoverability 
- Add CITATION.cff for academic citations and GitHub citation button
- Add "For AI Assistants" section in README with llms.txt reference
- Update machine-readable/llms.txt stats (4700+ → 9600+ lines)
- Bump version display to 3.8.0 in README footer

Improves discoverability in GitHub search, Google Scholar, and AI assistants

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-01-17 11:21:58 +01:00
Florian BRUNIAUX
f7551037fe feat(docs): add development methodologies documentation v3.5.0 
- Add guide/methodologies.md: index of 15 methodologies with decision tree
- Add guide/workflows/: 4 practical workflow guides
  - tdd-with-claude.md: TDD with Claude-specific patterns
  - spec-first.md: SDD adapted for CLAUDE.md
  - plan-driven.md: effective /plan mode usage
  - iterative-refinement.md: prompt→feedback→reprompt loops
- Add Section 9.14 in ultimate-guide.md linking to workflows
- Update guide/README.md with new documentation
- Bump version 3.4.0 → 3.5.0 across all files

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-01-14 22:28:02 +01:00