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Use this skill when editing files in ai/ or .claude/ folders.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
ALWAYS load when working in pwiz_tools/Osprey (C# port), on maccoss/osprey (Rust), or debugging Osprey-Rust parity issues.
ALWAYS load before git commit, push, or PR - team-specific commit format differs from standard conventions.
ALWAYS load when working on LabKey Server modules (MacCossLabModules, targetedms), in a LabKey enlistment directory, or on GitHub issues/PRs in LabKey repositories.
ALWAYS load when working in pwiz_tools/Skyline, on GitHub issues labeled 'skyline', or TODOs referencing Skyline code.
Invoke when starting an autonomous overnight session ("this is a nighttime autonomous session"). Sets a deep-investigation posture - premium on progress and high-definition findings, expects 5-8 hours of work without check-ins.
ALWAYS load when investigating bugs, failures, or unexpected behavior - ensures root cause analysis before attempting fixes.
| name | ai-context-documentation |
| description | Use this skill when editing files in ai/ or .claude/ folders. |
When working on ai/ documentation, TODOs, or .claude/ configuration, consult these resources.
The ai/ directory is the pwiz-ai repository (separate from pwiz). Changes to anything under ai/ are committed and pushed directly to pwiz-ai master - no feature branches needed.
Read ai/docs/ai-repository-strategy.md for:
.claude/skills/{skill-name}/SKILL.md
Required frontmatter:
---
name: skill-name
description: When to activate this skill (one sentence)
---
.claude/commands/pw-{command-name}.md
Required frontmatter:
---
description: Brief description of what the command does
---
ai/docs/{topic-name}.md
| Type | Location | Repository |
|---|---|---|
| Skills | .claude/skills/ | pwiz-ai (ai/) |
| Commands | .claude/commands/ | pwiz-ai (ai/) |
| Guides | ai/docs/ | pwiz-ai (ai/) |
| TODOs (active) | ai/todos/active/ | pwiz-ai (ai/) |
| TODOs (completed) | ai/todos/completed/ | pwiz-ai (ai/) |
All documentation in ai/ belongs to the pwiz-ai repository. Commit and push directly to master - no feature branches needed for documentation work.