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Yao Knowledge Hskill · bruc3van | DecimalAI

Registry skillby bruc3van

Yao Knowledge Hskill

bruc3van/yao-knowledge-hskill

Source bruc3van/agent-skills-guard ↗License Not recorded

构建和维护领域知识图谱，帮助团队整理概念关系、术语定义和知识体系。支持技术、产品、业务等多种知识域。

SkillScore50Maintained

Automatic

Knowledge Management pack

Last verified 8/22/2026

What it changes

Passed 11 of 22 test cases with the skill, and 3 of 22 without it.

Without skill14%

With skill50%

Checks it passed that the model alone missed

The top-level YAML key is `concept:`.
The top header starts with '## 概念: CAP'.
The top heading starts with '## 概念: MVC'.

and 12 more in the full report

8 fixed3 passed either way11 still failing0 broke

Pass-rate lift: +36 pp
Tokens: +5%
Agent turns: 0%
Response time: -9%

Model gemini-3.6-flashMeasured 8/22/2026v111 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/bruc3van-yao-knowledge-hskill/SKILL.md https://app.decimal.ai/s/bruc3van-yao-knowledge-hskill/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add bruc3van-yao-knowledge-hskill, 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/bruc3van-yao-knowledge-hskill/ and pins it in .decimal/skills.lock

decimalai skills add bruc3van-yao-knowledge-hskill

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

curl -fsSL --create-dirs -o .claude/skills/bruc3van-yao-knowledge-hskill/SKILL.md https://app.decimal.ai/s/bruc3van-yao-knowledge-hskill/SKILL.md

Raw file: /s/bruc3van-yao-knowledge-hskill/SKILL.md ↗ · machine-readable summary at /s/bruc3van-yao-knowledge-hskill.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 8

Prompt

请为大语言模型对齐中的“基于人类反馈的强化学习（RLHF）”输出完整的知识建模条目。

What was checked, without and with the skill
Checked	Without skill	With skill
The relation section includes the bold label '关联概念:'.	Missed	Passed
The document contains the level 3 heading '### 扩展阅读'.	Missed	Passed

case-19 · gemini-3.6-flash · 8/22/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md136 lines2 files

知识图谱助手

帮助团队构建结构化的知识体系。

Router Rules

Route by frontmatter description.
Keep SKILL.md lean.
Put concept definitions in concepts/, methodology in references/.
Maintain relationships between concepts.

Modes

Define: 定义新概念和术语。
Relate: 建立概念间关系。
Query: 查询知识图谱。
Evolve: 更新和演进知识体系。

Knowledge Structure

知识图谱采用以下结构：

Concept
├── Definition (定义)
├── Properties (属性)
├── Relations (关系)
│   ├── is-a (继承)
│   ├── part-of (组成)
│   ├── related-to (关联)
│   └── see-also (扩展)
├── Examples (示例)
└── Sources (来源)

Compact Workflow

识别知识域边界。
提取核心概念。
定义概念属性。

Track record

Benchmark

11 / 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

bruc3van / agent-skills-guard

test/test-skills/negative-generated/yao-knowledge-hskill/SKILL.md

View on GitHub ↗

Imported 8/3/2026Version v1Bundled 1 file

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