Llm wiki ops

Skill chf3198/megingjord-harness/skills/llm-wiki-ops

Operate and maintain the LLM Wiki knowledge system in the Megingjord source workspace.From its SKILL.md

Install

npx -y skills add chf3198/megingjord-harness --skill llm-wiki-ops

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

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SKILL.md

2.2 KB, 593 tokens by cl100k_base, as published. Nobody here has run it

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 ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.

Gives 0 of the 12 instructions most context ai engineering skills give in 593 tokens

Counted across 1,193 of the 1,976 authors here whose files we hold, read 2026-08-07

Dispatch a fresh implementer subagent per taskin 48 of 1193, across 19 files
Dispatch a final code reviewer after all tasksin 33 of 1193, across 8 files
Provide full task text to the subagentin 30 of 1193, across 9 files
Review spec compliance before code qualityin 27 of 1193, across 10 files
Make the hook script executablein 26 of 1193, across 8 files
Re-snapshot after navigation or DOM changesin 25 of 1193, across 19 files
Read files before editing themin 22 of 1193, across 11 files
Answer subagent questions before proceedingin 22 of 1193, across 7 files
Mark task complete in TodoWrite after approvalin 22 of 1193, across 6 files
Merge hook into existing settingsin 21 of 1193, across 3 files
Ask if installation is global or projectin 20 of 1193, across 2 files
Copy the hook script to target locationin 20 of 1193, across 2 files

Said here and by no other author read

search the wiki using the search script
redeploy after wiki changes
treat deployed wiki as read-only
keep raw sources immutable after ingest

Grouped from the skills themselves: near-identical wordings counted once, and counted by distinct author, so one author publishing three of these counts once. Length counted with cl100k_base; the agent that loads this file may tokenize it differently.