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Compliance Check · guangshu100 | DecimalAI

sales supportby guangshu100

Compliance Check

guangshu100/compliance_check

Source guangshu100/bidmaster-pro ↗License AGPL-3.0

合规性检查

SkillScore91Maintained

Automatic

Procurement pack

Last verified 9/24/2026

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

Sets compliant to 2.
Sets compliant to 1.
Sets non_compliant to 0.

and 34 more in the full report

19 fixed1 passed either way0 still failing2 broke

Pass-rate lift: +77 pp
Tokens: -21%
Agent turns: 0%
Response time: -44%

Model gemini-3.6-flashMeasured 9/24/2026v120 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/guangshu100-compliance-check/SKILL.md https://app.decimal.ai/s/guangshu100-compliance-check/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add guangshu100-compliance-check, 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/guangshu100-compliance-check/ and pins it in .decimal/skills.lock

decimalai skills add guangshu100-compliance-check

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

curl -fsSL --create-dirs -o .claude/skills/guangshu100-compliance-check/SKILL.md https://app.decimal.ai/s/guangshu100-compliance-check/SKILL.md

Raw file: /s/guangshu100-compliance-check/SKILL.md ↗ · machine-readable summary at /s/guangshu100-compliance-check.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 19 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 19

Prompt

水务公司污水处理设备招标：1. COD去除率≥90%；2. 日处理量≥5000吨。投标人响应：1. COD去除率92%；2. 日处理量6000吨。请进行合规性核查并按约定JSON输出。

What was checked, without and with the skill
Checked	Without skill	With skill
Sets compliant to 2.	Missed	Passed
Sets total_requirements to 2.	Missed	Passed
Stores line-item evaluations in the items field.	Missed	Passed

case-14 · gemini-3.6-flash · 9/24/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md9 linessingle file

合规性检查技能

检查逻辑

从招标文件提取所有硬性要求
逐条在投标文件中查找对应响应
判断每项是否满足

输出格式

JSON: 包含total_requirements、compliant、non_compliant、items列表

Track record

Benchmark

20 / 22

test cases passed, vs 3 / 22 without

Adoption

Users: 1
Times used: 2

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v5 — 9/3/2026

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

guangshu100 / bidmaster-pro

skills/check/compliance_check/SKILL.md

View on GitHub ↗

License MITImported 9/3/2026Version v1

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