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With Context Agent · agent-sh | DecimalAI

Registry skillby agent-sh

With Context Agent

agent-sh/with-context-agent

Source agent-sh/agnix ↗License Apache-2.0

Use when testing valid context and agent configuration

NewMaintained

Automatic

QA & Test Engineering pack

Last verified 8/3/2026

What it changes

Passed 7 of 22 test cases with the skill, and 15 of 22 without it.

Without skill67%

With skill33%

Checks it passed that the model alone missed

Flags potential NullPointerException from calling get on Optional without presence check

1 fixed18 passed either way1 still failing2 broke

Pass-rate lift: -33 pp
Tokens: +3%
Agent turns: 0%
Response time: +2%

Model gemini-3.6-flashMeasured 8/3/2026v119 of 22 cases passed with skill

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

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add agent-sh-with-context-agent, 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/agent-sh-with-context-agent/ and pins it in .decimal/skills.lock

decimalai skills add agent-sh-with-context-agent

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

curl -fsSL --create-dirs -o .claude/skills/agent-sh-with-context-agent/SKILL.md 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 ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

A test case the skill fixed. Same model, same prompt, with and without the skill.

Prompt

In `AccountService.java`, code calls `userRepository.findByEmail(email).get().getBalance()` directly on an `Optional<User>` object. The lead developer suggested catching `Exception` to prevent application crashes. Report the specific code flaw.

What was checked, without and with the skill
Checked	Without skill	With skill
Flags potential NullPointerException from calling get on Optional without presence check	Missed	Passed

case-07 · gemini-3.6-flash · 8/3/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md2 linessingle file

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

Track record

Benchmark

7 / 22

test cases passed, vs 15 / 22 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 v4 — 8/1/2026

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

agent-sh / agnix

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

View on GitHub ↗

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

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