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Code Search · agentscope-ai | DecimalAI

codingby agentscope-ai

Code Search

agentscope-ai/code-search

Source agentscope-ai/agentscope-java ↗License Not recorded

Search a codebase efficiently with ripgrep regular expressions, file globs, and git history search. Use to locate symbols, usages, and definitions instead of reading whole files.

SkillScore74Maintained

Automatic

Coding pack

Last verified 9/28/2026

What it changes

Passed 13 of 18 test cases with the skill, and 12 of 18 without it.

Without skill65%

With skill74%

Checks it passed that the model alone missed

Uses --type java to filter Java files.
Explains that built-in grep matches literal text only.
Uses --type ts or --type tsx to restrict search to TypeScript.

and 1 more in the full report

4 fixed13 passed either way4 still failing2 broke

Pass-rate lift: +9 pp
Tokens: -24%
Agent turns: 0%
Response time: -43%

Model gemini-3.6-flashMeasured 9/28/2026v117 of 23 cases passed with skill · 18 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/agentscope-ai-code-search/SKILL.md https://app.decimal.ai/s/agentscope-ai-code-search/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add agentscope-ai-code-search, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/agentscope-ai-code-search/ and pins it in .decimal/skills.lock

decimalai skills add agentscope-ai-code-search

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/agentscope-ai-code-search/SKILL.md https://app.decimal.ai/s/agentscope-ai-code-search/SKILL.md

Raw file: /s/agentscope-ai-code-search/SKILL.md ↗ · machine-readable summary at /s/agentscope-ai-code-search.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 4

Prompt

I need to locate all React useEffect hook invocations in our TypeScript codebase. What command quickly finds these without scanning non-TypeScript files?

What was checked, without and with the skill
Checked	Without skill	With skill
Uses --type ts or --type tsx to restrict search to TypeScript.	Missed	Passed
Includes the -n flag to display line numbers.	Passed	Passed

case-11 · gemini-3.6-flash · 9/28/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md23 linessingle file

Code Search

The built-in grep tool matches LITERAL text only. For real regular-expression search and history-aware lookups, drive ripgrep and git through execute.

Ripgrep (regex)

Symbol definition: rg -n "fn\s+\w+\(" src/, rg -n --type java "class \w+Service".
Usages of a name: rg -n "\bmyFunction\b".
Limit by file type: rg -n --type ts "useEffect\(".
List files only: rg -l "TODO"; find files by name: rg --files | rg <name> or use glob.

Git history search

When a string was introduced/removed: git log -S "<string>" --oneline.
Who/why a line changed: git blame -L <start>,<end> <file>.
Search tracked files: git grep -n "<regex>".

Tips

Prefer a targeted regex over reading whole files when locating symbols or call sites.
Escape regex metacharacters when you want a literal match, or pass -F to ripgrep.
Narrow scope with a path argument to keep output small (tool output is truncated).

Track record

Benchmark

13 / 18

test cases passed, vs 12 / 18 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v5 — 8/31/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

agentscope-ai / agentscope-java

agentscope-examples/agents/agentscope-codingagent/src/main/resources/workspace-templates/skills/code-search/SKILL.md

View on GitHub ↗

Imported 8/31/2026Version v1

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Code Search

Ripgrep (regex)

Git history search

Tips

Track record

Benchmark

Adoption

SkillSafety

Source

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