From ai-assistant-ops
Audit and improve AGENTS.md files in repositories. Use when user asks to check, audit, update, improve, or fix AGENTS.md files. Scans for all AGENTS.md files, evaluates quality against templates, outputs quality report, then makes targeted updates. Also use when the user mentions "AGENTS.md maintenance" or "project memory optimization".
How this skill is triggered — by the user, by Claude, or both
Slash command
/ai-assistant-ops:agents-md-improverThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Audit, evaluate, and improve AGENTS.md files so AI Assistant has useful project context.
Audit, evaluate, and improve AGENTS.md files so AI Assistant has useful project context.
This skill can write targeted AGENTS.md updates after reporting and user approval.
Find all AGENTS.md files in the repository:
find . -name "AGENTS.md" -o -name ".codex.md" -o -name ".codex.local.md" 2>/dev/null | head -50
File Types & Locations:
| Type | Location | Purpose |
|---|---|---|
| Project root | ./AGENTS.md | Primary project context (checked into git, shared with team) |
| Local overrides | ./.codex.local.md | Personal/local settings (gitignored, not shared) |
| Global defaults | ~/.codex/AGENTS.md | User-wide defaults across all projects |
| Package-specific | ./packages/*/AGENTS.md | Module-level context in monorepos |
| Subdirectory | Any nested location | Feature/domain-specific context |
Note: AI Assistant auto-discovers AGENTS.md files in parent directories, making monorepo setups work automatically.
For each AGENTS.md file, evaluate against quality criteria. See references/quality-criteria.md for detailed rubrics.
Quick Assessment Checklist:
| Criterion | Weight | Check |
|---|---|---|
| Commands/workflows documented | High | Are build/test/deploy commands present? |
| Architecture clarity | High | Can AI Assistant understand the codebase structure? |
| Non-obvious patterns | Medium | Are gotchas and quirks documented? |
| Conciseness | Medium | No verbose explanations or obvious info? |
| Currency | High | Does it reflect current codebase state? |
| Actionability | High | Are instructions executable, not vague? |
Quality Scores:
ALWAYS output the quality report BEFORE making any updates.
Format:
## AGENTS.md Quality Report
### Summary
- Files found: X
- Average score: X/100
- Files needing update: X
### File-by-File Assessment
#### 1. ./AGENTS.md (Project Root)
**Score: XX/100 (Grade: X)**
| Criterion | Score | Notes |
|-----------|-------|-------|
| Commands/workflows | X/20 | ... |
| Architecture clarity | X/20 | ... |
| Non-obvious patterns | X/15 | ... |
| Conciseness | X/15 | ... |
| Currency | X/15 | ... |
| Actionability | X/15 | ... |
**Issues:**
- [List specific problems]
**Recommended additions:**
- [List what should be added]
#### 2. ./packages/api/AGENTS.md (Package-specific)
...
After outputting the quality report, ask user for confirmation before updating.
Update Guidelines (Critical):
Propose targeted additions only - Focus on genuinely useful info:
Keep it minimal - Avoid:
Show diffs - For each change, show:
Diff Format:
### Update: ./AGENTS.md
**Why:** Build command was missing, causing confusion about how to run the project.
```diff
+ ## Quick Start
+
+ ```bash
+ npm install
+ npm run dev # Start development server on port 3000
+ ```
### Phase 5: Apply Updates
After user approval, apply changes using the Edit tool. Preserve existing content structure.
## Templates
See [references/templates.md](references/templates.md) for AGENTS.md templates by project type.
## Common Issues to Flag
1. **Stale commands**: Build commands that no longer work
2. **Missing dependencies**: Required tools not mentioned
3. **Outdated architecture**: File structure that's changed
4. **Missing environment setup**: Required env vars or config
5. **Broken test commands**: Test scripts that have changed
6. **Undocumented gotchas**: Non-obvious patterns not captured
## User Tips to Share
When presenting recommendations, remind users:
- **`#` key shortcut**: During an AI Assistant session, press `#` to have AI Assistant auto-incorporate learnings into AGENTS.md
- **Keep it concise**: AGENTS.md should be human-readable; dense is better than verbose
- **Actionable commands**: All documented commands should be copy-paste ready
- **Use `.codex.local.md`**: For personal preferences not shared with team (add to `.gitignore`)
- **Global defaults**: Put user-wide preferences in `~/.codex/AGENTS.md`
## What Makes a Great AGENTS.md
**Key principles:**
- Concise and human-readable
- Actionable commands that can be copy-pasted
- Project-specific patterns, not generic advice
- Non-obvious gotchas and warnings
**Recommended sections** (use only what's relevant):
- Commands (build, test, dev, lint)
- Architecture (directory structure)
- Key Files (entry points, config)
- Code Style (project conventions)
- Environment (required vars, setup)
- Testing (commands, patterns)
- Gotchas (quirks, common mistakes)
- Workflow (when to do what)
npx claudepluginhub alex-kopylov/zweihander --plugin ai-assistant-opsCreates, edits, and optimizes skills for Claude Code, including drafting, evaluating with test prompts, iterating on performance, and improving skill descriptions for better triggering accuracy.