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Execute · yeachan-heo | DecimalAI

codingby yeachan-heo

Execute

yeachan-heo/execute

Source yeachan-heo/oh-my-claudecode ↗License MIT

Carry an approved task through to working, verified code

NewMaintained

Automatic

Coding pack

Last verified 9/26/2026

What it changes

Passed 2 of 9 test cases with the skill, and 2 of 9 without it.

Without skill26%

With skill22%

Checks it passed that the model alone missed

Requires functional assertions and test execution evidence before claiming task completion.

1 fixed4 passed either way16 still failing2 broke

Pass-rate lift: -4 pp
Tokens: -8%
Agent turns: 0%
Response time: -2%

Model gemini-3.6-flashMeasured 9/26/2026v25 of 23 cases passed with skill · 9 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/yeachan-heo-execute/SKILL.md https://app.decimal.ai/s/yeachan-heo-execute/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add yeachan-heo-execute, 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/yeachan-heo-execute/ and pins it in .decimal/skills.lock

decimalai skills add yeachan-heo-execute

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

curl -fsSL --create-dirs -o .claude/skills/yeachan-heo-execute/SKILL.md https://app.decimal.ai/s/yeachan-heo-execute/SKILL.md

Raw file: /s/yeachan-heo-execute/SKILL.md ↗ · machine-readable summary at /s/yeachan-heo-execute.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

An engineer submitted `paymentService.ts` implementation along with `paymentService.test.ts` containing empty test blocks (`it('processes payment', () => {})`). Is this task complete?

What was checked, without and with the skill
Checked	Without skill	With skill
Treats stub tests without assertions as incomplete blockers.	Passed	Passed
Requires functional assertions and test execution evidence before claiming task completion.	Missed	Passed

case-22 · gemini-3.6-flash · 9/26/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md44 linessingle file

Execute

Use this skill when the work is understood and the job is to build it.

This is the canonical execution workflow. autopilot, ralph, ultragoal, ultrapilot, pipeline, and swarm route here.

Goal

Take a task from agreed intent to working code, with evidence that it works.

Workflow

Confirm the task is clear enough to build. If it is not, plan first.
Break the work into independent units; run genuinely independent units in parallel.
Implement the smallest correct change per unit, reusing existing utilities and patterns.
Verify as you go, not only at the end.
Report what changed, what was verified, and what remains.

Scale

Match the machinery to the task:

Single unit — implement directly, verify, done.
Several independent units — delegate to executor agents in parallel.
Long-running or unbounded — keep a durable task list and continue until the list is empty.
Needs coordinated parallel workers — use team.

Do not spin up coordination for work that one focused pass would finish.

Rules

Prefer deletion over addition when behavior is preserved.
Do not add dependencies without an explicit request.
Keep diffs small and reversible.
Placeholder TODOs, test.skip, and stub tests are blockers, not progress.
Authoring and approval are separate passes — do not self-approve; hand off to review or verify.

Completion

Before claiming done:

No pending tasks
Tests pass, or failures are reported plainly
Verification evidence collected

Output

Track record

Benchmark

2 / 9

test cases passed, vs 2 / 9 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 — 9/1/2026

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

yeachan-heo / oh-my-claudecode

skills/execute/SKILL.md

View on GitHub ↗

License MITImported 9/1/2026Version v2

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

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

Execute

Goal

Workflow

Scale

Rules

Completion

Output

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills