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Answer a question from the project's docs/wiki/ using semantic embedding search. Use when the user asks "where/how/why" about the project, or when CLAUDE.md says to consult the wiki before starting work.
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Basado en la clasificación ocupacional SOC
Use when improving ONE numeric metric under a controlled research loop with a fixed eval and kept/reverted experiments. Not for a feature (use loop-delivery) or a failing test (use loop-repair).
Use when delivering ONE bounded change — a feature, refactor, or chore — as a controlled, audited loop in any repo. Not for a failing test (use loop-repair) or a numeric metric (use loop-autoresearch).
Use when a specific test, CI job, or regression is failing and must be fixed under a reproduce-first controlled loop with proven regression coverage. Not for delivering a change (use loop-delivery) or metrics (use loop-autoresearch).
Use when a loen loop stage — plan, act, check, or result — must be validated and gated before the next one. Mode-aware for delivery/repair/research; the execution-loop analog of check-chain.
Use when you need a cross-run dashboard over all docs/loen/ runs, or --triage to turn failing runs into proposed next actions (proposals only; never launches loops or edits runs).
Use when an active, human-approved loen run should keep going multi-turn on its own — wraps it in Claude's native /goal from loop.yaml. Optional; never bootstraps a run or submits /goal itself.
| name | iwiki-query |
| description | Answer a question from the project's docs/wiki/ using semantic embedding search. Use when the user asks "where/how/why" about the project, or when CLAUDE.md says to consult the wiki before starting work. |
Answer questions over docs/wiki/ via the embedding engine. The engine returns
section ids; YOU read those sections and write the answer.
The engine is a Python module, not a binary on PATH — do not treat it as a
shell command (probing with command -v or --help will fail). The launcher
exports IWIKI_ENGINE_DIR; resolve $ENG /
$UV once with the block below (it falls back to the in-repo / newest-cached
engine and exits loud if none is found), then reuse them in the steps:
ENG="${IWIKI_ENGINE_DIR:-}"
[ -f "$ENG/pyproject.toml" ] || ENG="plugin/iwiki/engine"
[ -f "$ENG/pyproject.toml" ] || ENG="$(ls -d "$CLAUDE_CONFIG_DIR"/plugins/cache/*/iwiki/*/engine 2>/dev/null | sort -V | tail -1)"
[ -f "$ENG/pyproject.toml" ] || { echo "iwiki: engine not found — run ./iclaude.sh --install-iwiki" >&2; exit 1; }
UV="${UV_BIN:-}"; [ -x "$UV" ] || UV="$(command -v uv)"; [ -x "$UV" ] || UV="$CLAUDE_CONFIG_DIR/../bin/uv"
# Run from the project root (relative --wiki-dir resolves against it):
"$UV" run --project "$ENG" python3 -m iwiki_engine --wiki-dir docs/wiki <cmd>
[ -d docs/wiki ] || { echo "iwiki: no docs/wiki/ here — run /iwiki-init to create one."; exit 0; }
# $ENG / $UV from "Engine invocation" above:
"$UV" run --project "$ENG" python3 -m iwiki_engine --wiki-dir docs/wiki search "<the user's question>"
[{id, file, heading, chunk, score}, ...].file (use the Read tool). Use the
heading to locate the ## section within the file.# $ENG / $UV from "Engine invocation" above (re-run that block if in a fresh shell).
"$UV" run --project "$ENG" python3 -m iwiki_engine --wiki-dir docs/wiki related "<top result id>"
vector neighbours; if empty, follow the graph files.[[file#Heading]] wiki-links. List related articles separately.If the engine exits with HALT: (missing IWIKI_LLM_* or unreachable backend),
report the message and stop — do not fabricate an answer.