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Code Discovery Skill — measured AI agent skill | DecimalAI

idealley/code-discovery

SkillScore91Maintained

Helpers to discover, rank, and invoke repository symbols from natural language with minimal context.

by idealley

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Coding pack

decimalai skills pull idealley-code-discovery

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/idealley-code-discovery/SKILL.md

Raw file: /s/idealley-code-discovery/SKILL.md ↗ · machine-readable summary at /s/idealley-code-discovery.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

23 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 6d ago

Yes — +78% lift-68% tokens0% turns91% of whole cases pass with skill (21/23)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	337%	0%
case-04	✗→✓	▲ Improved	-57%	0%
case-05	✗→✓	▲ Improved	-85%	0%
case-06	✗→✓	▲ Improved	-81%	0%
case-07	✗→✓	▲ Improved	-88%	0%

Showing 5 of 23 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/1/2026

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

idealley / code-as-skills

skills/code-discovery/SKILL.md

View on GitHub ↗

Imported 8/1/2026Version v1

Skill contents

SKILL.md

Code Discovery Skill

For engineering notes and entry points see CODE.md. Public API is exported from main.ts.

Want to see if idealley/code-discovery would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.