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Skill Producer · odradekai | DecimalAI

Registry skillby odradekai

Skill Producer

odradekai/skill-producer

Source odradekai/bundles-forge ↗License Apache-2.0

Use when producing design artifacts.

NewMaintained

Automatic

Product Management pack

Last verified 8/24/2026

What it changes

Passed 2 of 8 test cases with the skill, and 2 of 8 without it.

Without skill26%

With skill22%

Checks it passed that the model alone missed

Executes test-project:skill-consumer to generate the design document.

1 fixed4 passed either way16 still failing2 broke

Pass-rate lift: -4 pp
Tokens: -8%
Agent turns: 0%
Response time: -7%

Model gemini-3.6-flashMeasured 8/24/2026v15 of 23 cases passed with skill · 8 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/odradekai-skill-producer/SKILL.md https://app.decimal.ai/s/odradekai-skill-producer/SKILL.md

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

decimalai skills add odradekai-skill-producer

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

curl -fsSL --create-dirs -o .claude/skills/odradekai-skill-producer/SKILL.md https://app.decimal.ai/s/odradekai-skill-producer/SKILL.md

Raw file: /s/odradekai-skill-producer/SKILL.md ↗ · machine-readable summary at /s/odradekai-skill-producer.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

Produce the design document for our high-throughput feature flag evaluation engine.

What was checked, without and with the skill
Checked	Without skill	With skill
Executes test-project:skill-consumer to generate the design document.	Missed	Passed

case-17 · gemini-3.6-flash · 8/24/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md7 linessingle file

Integration

Calls: test-project:skill-consumer

Outputs

design-document — the design document produced by this skill

Track record

Benchmark

2 / 8

test cases passed, vs 2 / 8 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 — 8/3/2026

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

odradekai / bundles-forge

tests/fixtures/artifact-mismatch/skills/skill-producer/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/3/2026Version v1

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