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Demo no-reference member (fixture) — measured AI agent skill | DecimalAI

product-on-purpose/demo-no-reference-member-fixture

NewSkillScoreMaintained

Failing member: this directory exists and has a SKILL.md, but the body deliberately does

by product-on-purpose

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

Automatic

QA & Test Engineering pack

1 · One-time — install the CLI (docs ↗)

pip install decimalai

2 · Get the skill — writes .claude/skills/product-on-purpose-demo-no-reference-member-fixture/SKILL.md

decimalai skills pull product-on-purpose-demo-no-reference-member-fixture --out .claude/skills/

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

curl -fsSL --create-dirs -o .claude/skills/product-on-purpose-demo-no-reference-member-fixture/SKILL.md https://app.decimal.ai/s/product-on-purpose-demo-no-reference-member-fixture/SKILL.md

Raw file: /s/product-on-purpose-demo-no-reference-member-fixture/SKILL.md ↗ · machine-readable summary at /s/product-on-purpose-demo-no-reference-member-fixture.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 8h ago

—-58% tokens0% turns100% of whole cases pass with skill (23/23)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-10	✗→✓	▲ Improved	-66%	0%
case-16	✗→✓	▲ Improved	-77%	0%
case-01	✗→✓	▲ Improved	232%	0%
case-02	✗→✓	▲ Improved	334%	0%
case-03	✗→✓	▲ Improved	63%	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

product-on-purpose / pm-skills

scripts/fixtures/family-registration/repo/skills/demo-noref/SKILL.md

View on GitHub ↗

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

Skill contents

SKILL.md

Demo no-reference member (fixture)

Failing member: this directory exists and has a SKILL.md, but the body deliberately does NOT mention the family contract path, so the contract-reference branch must FAIL here.

Want to see if product-on-purpose/demo-no-reference-member-fixture 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.