wiki-retrieve

95 / 100 · Low risk

Fine to try. Some of what it can do is expected: a coding skill usually runs build and test commands.

By AgriciDaniel/claude-obsidian (GitHub) · coding · 16,311 stars · scanned at commit 2e54556

Build and query a vault-local contextual BM25 retrieval index with optional multilingual Nomic cosine reranking; use for retrieve, hybrid retrieval, BM25, rerank, contextual retrieval, chunk search, vault search, semantic search, find relevant passages, or retrieval diagnostics. Derived caches stay under .vault-meta, remote egress requires explicit consent, and unavailable reranking falls back deterministically.

Works with any agent that supports SKILL.md skills.

What this skill can do

Runs commands on your computer

The author does not mention this. It runs automatically when the plugin is installed. Expected for a coding skill.

Found in 7 places.

skills/wiki-retrieve/SKILL.md, line 15PRODUCT_ROOT=/absolute/path/to/installed/claude-obsidian
skills/wiki-retrieve/SKILL.md, line 39python3 "$PREFIX" --vault "$VAULT" --all --no-llm --peek
skills/wiki-retrieve/SKILL.md, line 69python3 "$PREFIX" --vault "$VAULT" --all --local-ollama --ollama-model installed:tag --peek

Show 4 more

skills/wiki-retrieve/SKILL.md, line 91python3 "$RETRIEVE" --vault "$VAULT" "$QUERY" --top 5 --no-rerank --explain
skills/wiki-retrieve/SKILL.md, line 116python3 "$BM25" --vault "$VAULT" stats
hooks/hooks.json, line 9"command": "python3",
hooks/hooks.json, line 25"command": "python3",

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'wiki-retrieve' ] || [ -L ~/.agents/skills/'wiki-retrieve' ]; then echo 'A skill folder named wiki-retrieve already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/AgriciDaniel/claude-obsidian' "$d" && git -C "$d" checkout --quiet '2e545563172f97f02ecaaaab376ceea1246a0583' -- 'skills/wiki-retrieve' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/wiki-retrieve' ~/.agents/skills/'wiki-retrieve' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'wiki-retrieve' ~/.claude/skills/'wiki-retrieve' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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Score history

Date	Version	Score
2026-11-08	`2e54556`	95
2026-11-06	`2e54556`	95