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Skill 创建指南 — measured AI agent skill | DecimalAI

tencentblueking/Skill 创建指南

NewSkillScoreMaintained

指导如何创建符合渐进式披露架构的 skill 文档

agent-toolingby tencentblueking

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

Automatic

Doc Ops pack

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

pip install decimalai

2 · Get the skill — writes .claude/skills/tencentblueking-skill/SKILL.md

decimalai skills pull tencentblueking-skill --out .claude/skills/

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

curl -fsSL --create-dirs -o .claude/skills/tencentblueking-skill/SKILL.md https://app.decimal.ai/s/tencentblueking-skill/SKILL.md

Raw file: /s/tencentblueking-skill/SKILL.md ↗ · machine-readable summary at /s/tencentblueking-skill.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 3h ago

Yes — +68% lift-31% tokens0% turns91% of whole cases pass with skill (20/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	-22%	0%
case-02	✗→✓	▲ Improved	-4%	0%
case-03	✗→✓	▲ Improved	-13%	0%
case-04	✗→✓	▲ Improved	-59%	0%
case-05	✗→✓	▲ Improved	-42%	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

tencentblueking / bk-bcs

bcs-services/bcs-project-manager/.cursor/skills/bk-skill-creator/SKILL.md

View on GitHub ↗

License NOASSERTIONImported 8/3/2026Version v1

Skill contents

SKILL.md

Skill 创建指南

⚠️ 核心规则

SKILL.md ≤ 2KB: 超出内容必须移到 references/
必须包含 Front Matter: id, name, category, description, tags, updated_at
按需加载引导: 详细内容通过 skill:// URI 引用
存放位置: 所有 skill 必须放在 bkui-knowledge/knowledge/skills/ 目录下

快速开始

bash
cp -r knowledge/skills/.template knowledge/skills/your-skill-id
vim knowledge/skills/your-skill-id/SKILL.md
bash scripts/validate-skill.sh your-skill-id

详细步骤: skill://bk-skill-creator/references/quick-start.md

📦 按需加载资源

| 资源 | URI | |-----|-----| | 快速开始 | skill://bk-skill-creator/references/quick-start.md | | 目录结构 | skill://bk-skill-creator/references/structure-guide.md | | 常见错误 | skill://bk-skill-creator/references/common-mistakes.md | | 检查清单 | skill://bk-skill-creator/references/skill-checklist.md | | 写作技巧 | skill://bk-skill-creator/references/writing-tips.md |

📦 可用资源

skill://bk-skill-creator/references/common-mistakes.md
skill://bk-skill-creator/references/quick-start.md
skill://bk-skill-creator/references/skill-checklist.md
skill://bk-skill-creator/references/structure-guide.md
skill://bk-skill-creator/references/writing-tips.md

> 根据 SKILL.md 中的 IF-THEN 规则判断是否需要加载

Want to see if tencentblueking/Skill 创建指南 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.