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Get Started Free →Fast, read-only, index-first queries over an llm-wiki with bounded file reads, exact citations, and honest evidence gaps.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-06 | ✗→✓ | ▲ Improved | 1129% | 0% |
| case-07 | ✗→✓ | ▲ Improved | -15% | 0% |
| case-08 | ✗→✓ | ▲ Improved | -14% | 0% |
| case-09 | ✗→✓ | ▲ Improved | 101% | 0% |
| case-15 | ✗→✓ | ▲ Improved | -16% | 0% |
Use this protocol for fast, read-only questions and inventory lookups. It is the canonical query profile shared by Claude, Codex, Pi, local models, and the portable fallback.
lint, rebuild indexes, or append query logs.
node_modules,or every sibling topic.
in sources and articles.
not answer the question.
--local, or the current project contains .wiki/,use <cwd>/.wiki and read .wiki/_index.md first.
~/.config/llm-wiki/config.json. Expand only a leading ~in hub_path. If unavailable, try resolved_path, then ~/wiki.
<hub>/_index.md and <hub>/wikis.json. Choose exactly oneactive topic from its title, aliases, summary, or an explicit --wiki NAME. Resolve registry paths relative to the hub; if stale, try <hub>/topics/NAME.
_index.md, then only the relevant branchindex: wiki/_index.md, raw/_index.md, inventory/_index.md, datasets/_index.md, or output/_index.md.
links only when provenance or primary evidence matters.
identify the answer. Bound the pattern and result count.
If topic choice is genuinely ambiguous, list at most three index-derived candidates and ask one short question instead of scanning multiple topics.
wiki/ articles are the default factual layer.raw/ when the user requests primary evidence or compiled coverage isinsufficient.
inventory/ is tracking state, not factual evidence, except for questionsabout candidates, status, priority, or next actions.
Other measured skills in the registry, with their headline benchmark lift.