Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add chf3198/copilot-governance --skill llm-wiki-opsgit clone --depth 1 https://github.com/chf3198/copilot-governanceWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/chf3198/copilot-governance/llm-wiki-ops)<a href="https://agentmods.dev/skills/chf3198/copilot-governance/llm-wiki-ops"><img src="https://agentmods.dev/badge/skills/chf3198/copilot-governance/llm-wiki-ops/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/chf3198/copilot-governance/llm-wiki-ops"><img src="https://agentmods.dev/badge/skills/chf3198/copilot-governance/llm-wiki-ops.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00024 | $0.00635 |
| Opus 5 | $0.00012 | $0.00318 |
| Sonnet 5 | $0.00005 | $0.00127 |
| Haiku 4.5 | $0.00002 | $0.00064 |
Grade A, and why
llm-wiki-ops scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
| Ingest timeout | Model cold start | `curl OpenClaw/health` | How it starts
The opening of the file, as written. The whole thing — 72 lines — stays where its author put it; the contents beside it link to each section on GitHub.
llm-wiki-ops — LLM Wiki Operations Skill
Purpose
Operate and maintain the LLM Wiki knowledge system. Use this skill when ingesting sources, querying the wiki, diagnosing health issues, or planning knowledge graph expansion.
Global Access Model
| Mode | Scope | Path |
|---|---|---|
| Read | Any repo | ~/.copilot/wiki/ (deployed runtime) |
| Write | devenv-ops only | wiki/ (source of truth) |
| Search | Any repo | node ~/.copilot/scripts/wiki-search.js |
| Ingest | devenv-ops only | npm run wiki:ingest |
| Lint | devenv-ops only | npm run wiki:lint |
Architecture
devenv-ops/wiki/ ──deploy──▶ ~/.copilot/wiki/ (read-only)
devenv-ops/raw/ (stays local, not deployed)
scripts/wiki/ (dev tools, not deployed)
scripts/global/wiki-search.js ──deploy──▶ ~/.copilot/scripts/
Operations
Search (any repo)
node ~/.copilot/scripts/wiki-search.js "your question"
Keyword scoring → top 5 pages → shows matches with excerpts.
Ingest (devenv-ops only)
npm run wiki:ingest -- raw/articles/<source>.md
Raw → LLM summary → wiki/wisdom/global/sources/ page → index + log update.
Lint (devenv-ops only)
npm run wiki:lint
Broken wikilinks, orphans, frontmatter, index sync.
Fleet Routing
- Ingest: Fleet lane → OpenClaw (mistral → qwen2.5 fallback)
- Search (LLM): Fleet lane → OpenClaw for synthesis
- Lint: Free lane → local only (no LLM)
Troubleshooting
| Symptom | Cause | Fix |
|---|---|---|
| Wiki not found | Not deployed | npm run deploy:apply in devenv-ops |
| Stale content | Not redeployed | Redeploy after wiki changes |
| Ingest timeout | Model cold start | curl OpenClaw/health |
| All LLMs fail | Network/Tailscale | tailscale status |
Constraints
~/.copilot/wiki/is read-only from non-devenv-ops repos- Raw sources are immutable after ingest
- All scripts ≤100 lines (lint-enforced)
- Changes flow: devenv-ops → merge → deploy → ~/.copilot/
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 8d ago First seen · 72 lines · 24 tokens per session scan A e942a1fe52e8
llm-wiki-ops is a skill published in the GitHub repository chf3198/copilot-governance (1 stars, last pushed 1mo ago), licensed MIT. It adds 24 tokens to every session and 635 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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