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Agent Sh/With Context Agent — measured AI agent skill | DecimalAI

agent-sh/with-context-agent

NewSkillScoreMaintained

Use when testing valid context and agent configuration

by agent-sh

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

Automatic

QA & Test Engineering pack

decimalai skills pull agent-sh-with-context-agent

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/agent-sh-with-context-agent/SKILL.md

Raw file: /s/agent-sh-with-context-agent/SKILL.md ↗ · machine-readable summary at /s/agent-sh-with-context-agent.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

22 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

No — -33% lift+3% tokens0% turns86% of whole cases pass with skill (19/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-07	✗→✓	▲ Improved	-1%	0%
case-17	✓→✗	▼ Worse	58%	0%
case-22	✓→✗	▼ Worse	-53%	0%
case-01	✓→✓	＝ Same ✓	31%	0%
case-02	✓→✓	＝ Same ✓	-20%	0%

Showing 5 of 22 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

agent-sh / agnix

tests/fixtures/valid/skills/with-context-agent/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/1/2026Version v1

Skill contents

SKILL.md

Read the source code and analyze it for quality issues. Check for common patterns and generate a report.

Want to see if agent-sh/with-context-agent 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.