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Majiayu000/Behavioral Profile Calibration — measured AI agent skill | DecimalAI

majiayu000/behavioral-profile-calibration

NewSkillScoreMaintained

Calibrate behavioral profiles for consistent agent operation.

agent-toolingby majiayu000

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

Automatic

HR & People Ops pack

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

pip install decimalai

2 · Get the skill — writes .claude/skills/majiayu000-behavioral-profile-calibration/SKILL.md

decimalai skills pull majiayu000-behavioral-profile-calibration --out .claude/skills/

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

curl -fsSL --create-dirs -o .claude/skills/majiayu000-behavioral-profile-calibration/SKILL.md https://app.decimal.ai/s/majiayu000-behavioral-profile-calibration/SKILL.md

Raw file: /s/majiayu000-behavioral-profile-calibration/SKILL.md ↗ · machine-readable summary at /s/majiayu000-behavioral-profile-calibration.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

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 4h ago

Yes — +9% lift-22% tokens0% turns95% of whole cases pass with skill (21/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	42%	0%
case-22	✗→✓	▲ Improved	-30%	0%
case-05	✓→✓	＝ Same ✓	-13%	0%
case-02	✓→✓	＝ Same ✓	-2%	0%
case-03	✓→✓	＝ Same ✓	-36%	0%

Showing 5 of 22 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

majiayu000 / claude-skill-registry

skills/agent/behavioral-profile-calibration/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

Skill contents

SKILL.md

Instructions

Initialize behavioral-profile-calibration operational context
Execute primary protocol actions
Validate results and generate output

Examples

"Execute behavioral-profile-calibration protocol"
"Run behavioral profile calibration analysis"

Want to see if majiayu000/behavioral-profile-calibration 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.