functional-search

Search functional specification markdown files with hybrid ranked search.

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Install skill "functional-search" with this command: npx skills add newuni/magi-functional-search/newuni-magi-functional-search-functional-search

Search functional specification markdown files with hybrid ranked search.

Parse $ARGUMENTS to extract the query, optional path, and flags.

If the arguments contain en or in , split on the last occurrence to get query and path. Strip surrounding quotes from path.

Run the search (portable script resolution, do not hardcode a single home path):

SCRIPT_PATH="" for p in
"./scripts/functional_search.py"
"$HOME/.agents/skills/functional-search/scripts/functional_search.py"
"$HOME/.codex/skills/functional-search/scripts/functional_search.py"
"$HOME/.claude/skills/functional-search/scripts/functional_search.py" do [ -f "$p" ] && SCRIPT_PATH="$p" && break done

if [ -z "$SCRIPT_PATH" ]; then echo "functional-search script not found in local repo or known skill install paths" >&2 exit 1 fi

If path was provided:

python3 "$SCRIPT_PATH" "<query>" --path "<path>" [flags]

If path was not provided:

python3 "$SCRIPT_PATH" "<query>" [flags]

The engine automatically combines BM25 ranking, exact phrase boost, section-title boost, proximity boost, and NOT filtering. No modes needed.

Query syntax (all automatic):

  • Bare words: filtros contenido wells — ranked by relevance

  • "Quoted phrases": "well content" — exact match boosted

  • NOT: compound NOT solvent — excludes lines with those terms

  • Natural language: cómo se filtran los wells por compuesto — just works

  • Combined: "well content" compound NOT image — all features together

Structural commands:

  • --toc → add --toc flag

  • --section "<name>" → add --section "<name>" flag

  • --stats → add --stats flag

Use --format json for programmatic output, --max-results N to limit, --context N for surrounding lines.

Default path: current working directory (all .md files recursively).

Present results grouped by file > section breadcrumb, with scores. For large result sets, summarize which sections matched first.

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