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Implement — measured AI agent skill | DecimalAI

hmbown/implement

SkillScore57Maintained

Carry an authorized, defined request or approved plan through scoped edits and proportionate verification. Skill loading is not write authorization by itself.

by hmbown

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

Automatic

Coding pack

decimalai skills pull hmbown-implement

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/hmbown-implement/SKILL.md

Raw file: /s/hmbown-implement/SKILL.md ↗ · machine-readable summary at /s/hmbown-implement.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 3d ago

—-29% tokens0% turns57% of whole cases pass with skill (13/23)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-05	✗→✓	▲ Improved	-27%	0%
case-21	✗→✓	▲ Improved	-36%	0%
case-07	✓→✗	▼ Worse	-39%	0%
case-04	✓→✓	＝ Same ✓	-37%	0%
case-06	✓→✓	＝ Same ✓	-21%	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 — 8/3/2026

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

hmbown / codewhale

crates/tui/assets/skills/implement/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

Skill contents

SKILL.md

Implement

When to use

Use for scoped implementation of a clear request or approved plan.

Non-goals

Loading this skill is not write authorization by itself.
Do not expand scope without saying so.
Do not skip verification after risky edits.

Workflow

Confirm scope and acceptance criteria.
Make the smallest coherent change set.
Run the narrowest useful verification.
Report what changed and what remains.

Failure mode

If blocked by missing permissions or failing verification, stop and report evidence.

Want to see if hmbown/implement 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.