The write path for the ai-engineering tooling corpus - keeps it current, deduplicated, and honest about what we have actually seen. Three jobs. DISCOVER new AI tools and fold them in ("refresh the AI tooling", "any new agent frameworks", "add these AI links"). VERIFY what changed ("check the catalog for staleness", "is X still current", "did that project get archived", "is that license still MIT"). RECORD first-hand experience with a tool, good or bad ("note that X broke for us", "log that Y worked", "remember this library OOMs above 50k docs", "that framework's docs were wrong") - use it whenever a tool in the corpus is actually used and something is learned, not only during a maintenance pass. Wraps scripts/ledger.py (deterministic dedupe, conflict resolution, freshness, field notes) and the deep-research skill.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryEngineeringStars0
About this skill
The write path for the ai-engineering tooling corpus - keeps it current, deduplicated, and honest about what we have actually seen. Three jobs. DISCOVER new AI tools and fold them in ("refresh the AI tooling", "any new agent frameworks", "add these AI links"). VERIFY what changed ("check the catalog for staleness", "is X still current", "did that project get archived", "is that license still MIT"). RECORD first-hand experience with a tool, good or bad ("note that X broke for us", "log that Y worked", "remember this library OOMs above 50k docs", "that framework's docs were wrong") - use it whenever a tool in the corpus is actually used and something is learned, not only during a maintenance pass. Wraps scripts/ledger.py (deterministic dedupe, conflict resolution, freshness, field notes) and the deep-research skill.
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The write path for the ai-engineering tooling corpus - keeps it current, deduplicated, and honest about what we have actually seen. Three jobs. DISCOVER new AI tools and fold them in ("refresh the AI tooling", "any new agent frameworks", "add these AI links"). VERIFY what changed ("check the catalog for staleness", "is X still current", "did that project get archived", "is that license still MIT"). RECORD first-hand experience with a tool, good or bad ("note that X broke for us", "log that Y worked", "remember this library OOMs above 50k docs", "that framework's docs were wrong") - use it whenever a tool in the corpus is actually used and something is learned, not only during a maintenance pass. Wraps scripts/ledger.py (deterministic dedupe, conflict resolution, freshness, field notes) and the deep-research skill.
About this listing
Category
Engineering
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI