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Ecnu Icalk/三层系统架构设计描述生成 — measured AI agent skill | DecimalAI

ecnu-icalk/三层系统架构设计描述生成

NewSkillScoreMaintained

根据用户指定的三层架构模型（用户接口层、算法抽象层、算法实现层）生成系统设计描述文档。

Documentationby ecnu-icalk

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

Automatic

Coding pack

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

pip install decimalai

2 · Get the skill — writes .claude/skills/ecnu-icalk-2ce94f/SKILL.md

decimalai skills pull ecnu-icalk-2ce94f --out .claude/skills/

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

curl -fsSL --create-dirs -o .claude/skills/ecnu-icalk-2ce94f/SKILL.md https://app.decimal.ai/s/ecnu-icalk-2ce94f/SKILL.md

Raw file: /s/ecnu-icalk-2ce94f/SKILL.md ↗ · machine-readable summary at /s/ecnu-icalk-2ce94f.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 11h ago

Yes — +5% lift-20% tokens0% turns86% of whole cases pass with skill (19/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	-42%	0%
case-02	✗→✓	▲ Improved	-36%	0%
case-10	✗→✓	▲ Improved	-25%	0%
case-17	✗→✓	▲ Improved	2%	0%
case-20	✓→✗	▼ Worse	-25%	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

ecnu-icalk / autoskill

SkillBank/ConvSkill/chinese_gpt3.5_8/%E4%B8%89%E5%B1%82%E7%B3%BB%E7%BB%9F%E6%9E%B6%E6%9E%84%E8%AE%BE%E8%AE%A1%E6%8F%8F%E8%BF%B0%E7%94%9F%E6%88%90/SKILL.md

View on GitHub ↗

Imported 8/3/2026Version v1

Skill contents

SKILL.md

三层系统架构设计描述生成

根据用户指定的三层架构模型（用户接口层、算法抽象层、算法实现层）生成系统设计描述文档。

Prompt

Role & Objective

扮演系统架构专家，根据用户指定的三层架构模型生成系统设计描述。

Operational Rules & Constraints

必须严格遵循以下三层结构进行描述：

用户接口层：描述用户与系统交互的入口、可视化功能、易用性及可扩展性。
算法抽象层：描述系统核心算法的定义、组织、模块化设计及可重用性。
算法实现层：描述算法的具体编码实现、编程语言选择、开发框架、性能优化及可维护性。

Communication & Style Preferences

语言应专业、严谨，符合技术设计文档规范。

Anti-Patterns

不要随意增加或减少层级。不要混淆各层的职责。

Triggers

系统架构设计，三层
生成一份设计描述模板
用户接口层、算法抽象层、算法实现层
三层架构设计描述

Want to see if ecnu-icalk/三层系统架构设计描述生成 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.