claude-code-ultimate-guide/docs/resource-evaluations
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
..
015-everything-claude-code-github-repo.md fix: correct mgrep misattribution in Everything Claude Code evaluation 2026-01-28 09:50:07 +01:00
016-gang-rui-tasks-api-limitations.md docs: document Tasks API field visibility limitations (Gang Rui analysis) 2026-01-27 16:16:49 +01:00
017-pat-cullen-final-review.md release: v3.20.0 - Multi-Agent Code Review Automation 2026-01-30 16:07:09 +01:00
023-community-discussions-report-jan2026.md docs: add verified critical bugs tracker (known-issues.md) 2026-01-28 17:59:16 +01:00
024-addy-osmani-80-percent-problem.md docs: add Addy Osmani 80% problem to Practitioner Insights 2026-01-30 12:32:38 +01:00
025-vercel-agents-md-vs-skills-eval.md release: v3.20.1 - Vercel AGENTS.md vs Skills evaluation 2026-01-30 21:45:14 +01:00
026-contribution-metrics-blog.md docs: integrate Contribution Metrics blog (4/5) - Anthropic Jan 2026 data 2026-01-30 23:34:15 +01:00
2026-01-27-claude-code-hidden-feature-social-post.md docs: add Myths vs Reality appendix + TeammateTool documentation 2026-01-27 09:45:06 +01:00
2026-02-07-paul-rayner-agent-teams-linkedin.md feat: add agent/skill quality audit tooling + Grenier evaluation 2026-02-07 15:40:18 +01:00
addy-osmani-good-spec.md docs: add Addy Osmani spec-writing evaluation (4/5) + spec-first.md sections 2026-02-01 21:30:34 +01:00
addy-osmani-linkedin-anthropic-study.md docs: add 2 resource evaluations (Osmani LinkedIn + Beyond Vibe Coding) 2026-02-01 23:30:03 +01:00
agentskills-io-specification.md release: v3.20.6 - agentskills.io integration + 4 resource evaluations 2026-02-01 16:49:33 +01:00
alan-tour-eiffel-paradigm.md docs: add Alan Tour Eiffel paradigm evaluation (5/5 CRITICAL) 2026-02-02 14:21:51 +01:00
anaconda-croce-evaluation.md docs: add Anaconda Croce evaluation (minimal integration) 2026-01-26 16:53:48 +01:00
anthropic-releases-jan16-23-2026.md docs: add resource-evaluations to tracked docs 2026-01-26 14:02:05 +01:00
astgrep-flavien-metivier.md docs: add resource-evaluations to tracked docs 2026-01-26 14:02:05 +01:00
awesome-claude-skills-github.md feat: add agent/skill quality audit tooling + Grenier evaluation 2026-02-07 15:40:18 +01:00
beyond-vibe-coding.md docs: add 2 resource evaluations (Osmani LinkedIn + Beyond Vibe Coding) 2026-02-01 23:30:03 +01:00
boris-cowork-video-eval.md docs: add resource-evaluations to tracked docs 2026-01-26 14:02:05 +01:00
claudekit-evaluation.md feat: add 4 ClaudeKit-inspired hooks (checkpoint, validation, file-guard) 2026-02-02 21:50:48 +01:00
clawdbot-twitter-analysis.md docs: add resource-evaluations to tracked docs 2026-01-26 14:02:05 +01:00
dclaude-docker-wrapper.md release: v3.20.6 - agentskills.io integration + 4 resource evaluations 2026-02-01 16:49:33 +01:00
docker-sandboxes-isolation.md release: v3.20.2 - Sandbox Isolation for Coding Agents 2026-01-31 19:08:25 +01:00
eval-claude-code-releases-jan2026.md docs: update $ARGUMENTS syntax for v2.1.19 breaking change + evaluation 2026-01-26 17:37:49 +01:00
git-mcp-server-evaluation.md docs: add Git MCP Server (Official) comprehensive documentation 2026-02-03 17:20:12 +01:00
grenier-agent-skill-quality.md feat: add agent/skill quality audit tooling + Grenier evaluation 2026-02-07 15:40:18 +01:00
gsd-evaluation.md docs: add resource-evaluations to tracked docs 2026-01-26 14:02:05 +01:00
gur-sannikov-embedded-os-linkedin.md docs: integrate Gur Sannikov ADR workflow + native capabilities audit (4/5) 2026-02-07 16:12:53 +01:00
hugo-ai-impact-2026.md docs: add Context Engineering (Thoughtworks) + corporate marketplaces footnotes 2026-02-06 16:09:02 +01:00
jon-williams-dual-instance-pattern.md docs: add dual-instance planning pattern (Jon Williams) 2026-02-04 10:38:10 +01:00
kajan-siva-insights-command.md docs: add comprehensive /insights documentation + eval Kajan Siva post 2026-02-06 15:21:19 +01:00
mcp-apps-announcement.md docs: add MCP Apps (SEP-1865) documentation 2026-01-27 08:14:49 +01:00
melvyn-malherbe-async-hooks-linkedin.md release: v3.19.0 - Hook Execution Model documentation 2026-01-30 12:37:23 +01:00
mikul-gohil-hooks-evaluation.md docs: add missing hook events from official CHANGELOG (v2.1.9-v2.1.10) 2026-01-27 12:45:47 +01:00
native-sandbox-official-docs.md docs: add Native Sandboxing comprehensive documentation (v3.21.1) 2026-02-02 20:24:17 +01:00
nick-jensen-plugins.md docs: add resource-evaluations to tracked docs 2026-01-26 14:02:05 +01:00
nick-tune-feedback-loops.md docs: add 2 resource evaluations (Osmani LinkedIn + Beyond Vibe Coding) 2026-02-01 23:30:03 +01:00
paddo-team-tips-eval.md release: v3.20.6 - agentskills.io integration + 4 resource evaluations 2026-02-01 16:49:33 +01:00
prompt-repetition-paper.md docs: add resource-evaluations to tracked docs 2026-01-26 14:02:05 +01:00
ratinaud-config-management-evaluation.md feat: add configuration management and MCP secrets workflows (closes #16204) 2026-02-02 18:17:42 +01:00
README.md feat: add agent/skill quality audit tooling + Grenier evaluation 2026-02-07 15:40:18 +01:00
reddit-claude-code-max-plan-optimization.md feat: adaptive onboarding architecture v2.0.0 (v3.23.0) 2026-02-05 22:19:58 +01:00
remotion-claude-code-video.md docs: add resource-evaluations to tracked docs 2026-01-26 14:02:05 +01:00
rtk-evaluation.md docs: update RTK evaluation (v0.2.0 → v0.7.0) 2026-02-01 23:07:12 +01:00
sankalp-claude-code-experience.md fix(keybindings): correct Ctrl+R from "Retry" to "Search history" 2026-02-03 17:27:54 +01:00
se-cove-plugin.md docs: add resource-evaluations to tracked docs 2026-01-26 14:02:05 +01:00
self-improve-skill.md docs: add resource-evaluations to tracked docs 2026-01-26 14:02:05 +01:00
shiptypes-evaluation.md docs: add ShipTypes resource evaluation (score 2/5 - marginal) 2026-02-04 12:14:12 +01:00
skill-doctor-github-action.md release: v3.20.6 - agentskills.io integration + 4 resource evaluations 2026-02-01 16:49:33 +01:00
steinberger-inference-speed.md release: v3.18.2 - Steinberger Practitioner Insight 2026-01-30 09:49:55 +01:00
system-prompts-official-vs-community.md docs: add system prompts official sources (Anthropic + community analyses) 2026-01-26 17:03:42 +01:00
uml-oop-diagrams.md docs: add resource-evaluations to tracked docs 2026-01-26 14:02:05 +01:00
vibe-coding-rusitschka.md docs: add resource-evaluations to tracked docs 2026-01-26 14:02:05 +01:00
wooldridge-productivity-stack.md docs: add resource-evaluations to tracked docs 2026-01-26 14:02:05 +01:00
worktrunk-evaluation.md docs: add resource-evaluations to tracked docs 2026-01-26 14:02:05 +01:00
zolkos-insights-deep-dive.md docs: integrate /insights architecture from Zolkos deep dive (4/5) 2026-02-06 15:38:45 +01:00

Resource Evaluations

Ce dossier contient les évaluations de ressources externes (articles, vidéos, discussions) pour déterminer leur pertinence pour le Claude Code Ultimate Guide.

Méthodologie

Chaque ressource est évaluée selon un système de scoring standardisé et challengée par un agent technique pour garantir l'objectivité.

Grille de score (sur 5)

Score Signification Action
5 Critical - Breakthrough, must integrate immediately Intégrer sous 24h
4 High Value - New capability or major improvement Intégrer sous 1 semaine
3 Moderate - Useful addition but not urgent Intégrer si temps disponible
2 Marginal - Secondary info or niche use case Ne pas intégrer (ou mention minimale)
1 Low - Redundant, incorrect, or off-topic Rejeter

Process

  1. Analyse initiale: Extraction des faits, vérification des sources
  2. Scoring: Attribution d'un score avec justification
  3. Challenge: Agent technical-writer remet en question le score
  4. Décision finale: Intégration ou rejet avec traçabilité

Nomenclature des fichiers

Format: [topic-slug].md (date supprimée pour stabilité des liens)

Exemple: remotion-claude-code-video.md

Working Documents

Les documents de travail bruts (prompts Perplexity, audits clients) restent dans claudedocs/resource-evaluations/ (gitignored).

Index des Évaluations

Ressource Score Initial Score Final Décision Fichier
Anthropic Releases (Jan 16-23, 2026) - - Suivi régulier anthropic-releases-jan16-23-2026.md
AST-grep (Flavien Métivier) 3/5 4/5 Intégrer workflow astgrep-flavien-metivier.md
MCP Apps (SEP-1865) 3/5 4/5 Intégré (architecture + guide) mcp-apps-announcement.md
Boris Cherny (Cowork Video) 4/5 4/5 Intégré (mental models) boris-cowork-video-eval.md
Clawdbot (Twitter Analysis) 2/5 2/5 ⚠️ Watch only clawdbot-twitter-analysis.md
GSD (Getting Shit Done) 4/5 4/5 Intégré (workflow) gsd-evaluation.md
Nick Jensen Plugins 3/5 3/5 Mention nick-jensen-plugins.md
Prompt Repetition Paper 3/5 4/5 Intégrer best practices prompt-repetition-paper.md
Remotion + Claude Code (Video Production) 2/5 3/5 Mention minimale remotion-claude-code-video.md
SE-Cove Plugin 2/5 2/5 ⚠️ Watch only se-cove-plugin.md
Self-Improve Skill 3/5 3/5 Template ajouté self-improve-skill.md
Steinberger (Inference Speed) 3/5 3/5 Intégré (minimal) steinberger-inference-speed.md
UML & OOP Diagrams 3/5 3/5 Mention uml-oop-diagrams.md
Vibe Coding Level 2 (Rusitschka) 4/5 4/5 Intégré (workflows) vibe-coding-rusitschka.md
Peter Wooldridge (Productivity Stack) 2/5 3/5 Practitioner Insights wooldridge-productivity-stack.md
System Prompts (Official vs Community) 4/5 2/5 ⚠️ Watch only (official sources exist) system-prompts-official-vs-community.md
Worktrunk 4/5 4/5 Intégré (workflow) worktrunk-evaluation.md
Pat Cullen (Multi-Agent PR Review) 5/5 5/5 Intégré (review-pr, code-reviewer, guide) 017-pat-cullen-final-review.md
Docker Sandboxes (Isolation Landscape) 4/5 4/5 Intégré (guide + notice) docker-sandboxes-isolation.md
dclaude (Dockerized Claude Code) 2/5 2/5 ⚠️ Footnote (sandbox-isolation.md) dclaude-docker-wrapper.md
10 Tips from Inside the Claude Code Team (paddo.dev) 4/5 4/5 Intégré (4 sections) paddo-team-tips-eval.md
Sankalp's Claude Code 2.0 Experience 2/5 2/5 ⚠️ Watch only (85% overlap, probable errors) sankalp-claude-code-experience.md
Kajan Siva (/insights command) 2/5 2/5 Do not integrate (no technical content) kajan-siva-insights-command.md
Zolkos (/insights deep dive) 4/5 4/5 Integrate (architecture + facets) zolkos-insights-deep-dive.md
Grenier (Agent/Skill Quality) 3/5 3/5 Intégrer partiellement grenier-agent-skill-quality.md

Dernier update: 2026-02-07 (24 évaluations)