workflow-auditlisted
Install: claude install-skill jamestexas/agents
# workflow-audit — Mine the agent-chat corpus for optimization targets
Find 10–15 high-leverage interventions in HOW the user works with agents,
ranked by `(bucket_coverage × cost)`, output as a single PII-scrubbed
markdown report.
This skill is intended to be **dispatched as a sub-agent** so the caller's
context stays clean and the analysis is reproducible across machines.
## When to use
- User asks to "audit my chat history", "find optimization targets",
"what am I correcting agents on repeatedly", or similar.
- User explicitly invokes `/workflow-audit`.
- Periodically (e.g. monthly) as a maintenance ritual on the user's CC setup.
## Arguments
`$ARGUMENTS` — optional, positional:
1. Output path. Default: `~/workflow-audit-<YYYYMMDD>.md`.
2. Weeks of corpus to scan. Default: `12`.
## Prerequisites
The agent must have:
1. **`mache` binary** for the chat-corpus ingest. If missing:
```bash
git clone https://github.com/agentic-research/mache ~/.cache/workflow-audit/mache
cd ~/.cache/workflow-audit/mache && task install
```
2. **`chat-embed` binary** from ley-line-open. If missing:
```bash
git clone https://github.com/agentic-research/ley-line-open ~/.cache/workflow-audit/llo
cd ~/.cache/workflow-audit/llo && cargo install --path rs/ll-open/chat-embed
```
3. **Python 3** with stdlib only (used for JSONL parsing + scoring).
No third-party deps.
If any prereq install fails, **bail with a clear error**, do not fabricate
findings.
## Load-bea