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Bad Cross-Ref Fixture · jame581 | DecimalAI

Registry skillby jame581

Bad Cross-Ref Fixture

jame581/bad-cross-ref

Source jame581/godotprompter ↗License MIT

Fixture skill with a broken cross-reference

SkillScore91Maintained

Automatic

Doc Ops pack

Last verified 8/20/2026

What it changes

Passed 20 of 22 test cases with the skill, and 3 of 22 without it.

Without skill14%

With skill91%

Checks it passed that the model alone missed

The cleanup list contains also-not-real.
The audit marks also-not-real as broken.
The JSON summary includes physics-system.

and 32 more in the full report

17 fixed3 passed either way2 still failing0 broke

Pass-rate lift: +77 pp
Tokens: -30%
Agent turns: 0%
Response time: -43%

Model gemini-3.6-flashMeasured 8/20/2026v120 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/jame581-bad-cross-ref/SKILL.md https://app.decimal.ai/s/jame581-bad-cross-ref/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add jame581-bad-cross-ref, 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/jame581-bad-cross-ref/ and pins it in .decimal/skills.lock

decimalai skills add jame581-bad-cross-ref

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

curl -fsSL --create-dirs -o .claude/skills/jame581-bad-cross-ref/SKILL.md https://app.decimal.ai/s/jame581-bad-cross-ref/SKILL.md

Raw file: /s/jame581-bad-cross-ref/SKILL.md ↗ · machine-readable summary at /s/jame581-bad-cross-ref.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 17 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 17

Prompt

Scan the body section of the bad cross-ref fixture for inline skill references and state which skill is referenced in Section 1.

What was checked, without and with the skill
Checked	Without skill	With skill
The output identifies also-not-real as the inline skill reference in Section 1.	Missed	Passed

case-06 · gemini-3.6-flash · 8/20/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md10 linessingle file

Bad Cross-Ref Fixture

Related skills: physics-system for physics, definitely-does-not-exist for nonsense.

1. Section

See also-not-real skill for more.

Checklist

item

Track record

Benchmark

20 / 22

test cases passed, vs 3 / 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 — 8/3/2026

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

jame581 / godotprompter

scripts/fixtures/bad-cross-ref/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

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