File Search Skill
SkillSearchUse when searching codebases (text, structural/AST, files by name, PDFs/archives, code stats) or building context before a task.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the File Search Skill skill
What this skill tells your AI
The instructions your AI receives, as published by netresearch/file-search-skill in skills/file-search/SKILL.md and read by ahel’s review.
Efficient CLI search tools for AI agents.
Tool Selection Guide
| Task | Use | Instead of |
|---|---|---|
| Search text in code files | rg (ripgrep) | grep, grep -r |
| Find files by name/path | fd | find, ls -R |
| Structural/syntax-aware code search | sg (ast-grep) | regex hacks |
| Apply rule packs (security/lint, taint) | semgrep | regex CI checks |
| Search PDFs, Office docs, archives | rga (ripgrep-all) | manual extraction |
| Count lines of code by language | tokei | cloc, wc -l |
| Code stats with complexity metrics | scc | cloc, tokei |
Decision flow: text → rg | structural → sg | rule packs →
semgrep | filenames → fd | PDFs/archives → rga | LOC →
tokei/scc
Quick Examples
rg 'def \w+\(' -t py src/ # rg: text search in Python files
rg -c 'TODO' -t js | wc -l # rg: count first, then drill down
sg --pattern 'console.log($$$)' --rewrite 'logger.info($$$)' --lang js # sg: structural replace
fd -g '*.test.ts' --changed-within 1d # fd: -g for compound suffixes (NOT -e)
fd -g '*_test.go' -X rg 'func Test' # fd+rg: find files, verify contents
rga 'quarterly revenue' docs/ # rga: search inside PDFs/archives
tokei --sort code # tokei: language stats
scc --wide # scc: complexity + COCOMO
Best Practices
- Start narrow. Specify types (
-t,--lang,-e), scope dirs, count first (rg -c). - Exclude noise (
-g '!vendor/',fd -E node_modules). - Batch independent queries. Union patterns with
rg -e P1 -e P2 -e P3(one walk), or issue distinct queries as parallel tool calls in one message — never sequential&&chains. --jsonfor programmatic processing.- rg ≠ fd types.
rg -t tsincludes.tsx;fd -e tsdoes NOT. No-t tsxin rg.
See references/search-strategies.md.
Beyond Local Files
If local search finds nothing and context lives in issues/PRs/external
docs — hand off (gh, Jira, WebFetch). Issue keys in comments signal this.
See references/remote-handoff.md.
References
| Topic | File |
|---|---|
| rg flags, patterns, recipes | references/ripgrep-patterns.md |
| ast-grep patterns by language | references/ast-grep-patterns.md |
| semgrep rules and taint mode | references/semgrep-patterns.md |
| fd flags, usage, fd+rg combos | references/fd-guide.md |
| rga formats, usage, caching | references/rga-guide.md |
| tokei and scc usage | references/code-metrics.md |
| PreToolUse nudge (ships with plugin) | references/enforcement-hook.md |
| Search targeting strategies | references/search-strategies.md |
| Remote context handoff guide | references/remote-handoff.md |
| Modern CLI tools comparison (legacy→modern, all domains) | cli-tools-skill/SKILL.md#preferred-modern-tools |
Signals
- GitHub stars
- 37
- Forks
- 3
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
file-search-netresearch- Source
- github.com/netresearch/file-search-skill