apes/.claude/skills/ax/SKILL.md

name, description, argument-hint, disable-model-invocation

name	description	argument-hint	disable-model-invocation
ax	Audit agent-facing docs, hooks, skills, and config for the apes platform against AX principles. Use when agent behavior is wrong due to missing/unclear docs, poor ergonomics, or misconfigured automation.	[problem description]	true

AX — Agent Experience Audit

Audit the apes project's Claude Code configuration — CLAUDE.md, hooks, skills, rules, permissions — against AX principles. For each finding, recommend the right mechanism to fix it.

Arguments

• $ARGUMENTS — description of the AX problem (e.g., "agents keep deploying to wrong project"). If empty, run a general audit.

Workflow

Phase 1: AUDIT — Discover and score

1a. Establish ground truth

Derive canonical workflows from:

• docker-compose.yml files on VMs (SSH to check)
• Any Makefile, package.json, pyproject.toml in repo
• Deployment scripts, CI pipelines
• GCP project config (apes-platform)

Ground truth is authoritative. If docs and automation disagree, fix docs.

1b. Inventory agent-facing surfaces

Discover all Claude Code configuration:

Documentation: CLAUDE.md, .claude/rules/*.md, README.md Automation: .claude/settings.json, hooks Skills: .claude/skills/*/SKILL.md Commands: .claude/commands/*.md Agents: .claude/agents/*.md Memory: ~/.claude/projects/*/memory/MEMORY.md

If $ARGUMENTS is provided, focus on relevant surfaces.

1c. Score against AX principles

#	Principle	FAIL when...
1	Explicitness over convention	A non-standard workflow isn't called out explicitly
2	Fail fast with clear recovery	Errors lack concrete fix commands
3	Minimize context rot	CLAUDE.md adds tokens that don't earn their keep
4	Structured over unstructured	Important info buried in prose instead of tables/code blocks
5	Consistent patterns	Naming or formatting conventions shift across docs
6	Complete context at point of need	Critical commands missing where they're needed
7	Guard rails over documentation	Says "don't do X" but X would succeed — a hook or permission would be better
8	Single source of truth	Same info maintained in multiple places, or docs diverge from reality

Apes-specific checks:

• GCP project/region/zone correct everywhere?
• Docker Compose configs on VMs match what docs describe?
• DNS records match what's deployed?
• No SaaS dependencies crept in?

Phase 2: PROPOSE — Select mechanism and draft fixes

For each WARN or FAIL, select the right Claude Code mechanism:

If the finding is...	Use this mechanism
Block forbidden actions	PreToolUse hook
Dangerous command that should never run	Permission deny rule
Auto-format/lint/test after edits	PostToolUse hook
File-type-specific convention	.claude/rules/*.md with paths frontmatter
Repeatable workflow or reference	Skill
Complex task needing isolation	Subagent
Critical context surviving compaction	CLAUDE.md
Universal project convention	CLAUDE.md (keep <200 lines)

Each fix must include:

• Which principle it addresses
• The selected mechanism and why
• Exact implementation (file path + content)

Phase 3: REPORT

# AX Audit Report — apes

**Surfaces audited:** <count>

## Scorecard

| # | Principle | Rating | Detail |
|---|-----------|--------|--------|
| 1-8 | ... | PASS/WARN/FAIL | ... |

## Findings

| Surface | Issues | Recommended mechanism |
|---------|--------|----------------------|
| ... | ... | ... |

## Recommendations

For each:
- Principle addressed
- Mechanism type
- Exact implementation (file + content)

Parallel Codex Review

On every AX audit invocation, immediately launch a background codex review before starting your own audit:

codex exec -c 'reasoning_effort="high"' "AX audit: $ARGUMENTS. Read CLAUDE.md, .claude/ directory, and config files. Find: missing docs, unclear commands, split-brain config, stale references. File paths and exact fixes. Do NOT spawn sub-agents. Answer directly in bullet points." 2>&1

Run this via Bash tool with run_in_background: true. Continue your own audit without waiting. When the codex output returns, integrate its findings into Phase 3 (REPORT):

• Codex findings that match yours → strengthen confidence
• Codex findings you missed → add to recommendations
• Disagreements → address explicitly in the report

The final report is yours — codex is a second pair of eyes, not an authority.

Constraints

• This skill is read-only — it never modifies files, only reports
• Apes-specific: verify no SaaS dependencies in recommendations
• Verify GCP infra state via SSH before reporting on deployed services