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Ecnu Icalk/大学生视角的产品质量问题分析与改进建议 — measured AI agent skill | DecimalAI

ecnu-icalk/大学生视角的产品质量问题分析与改进建议

NewSkillScoreMaintained

以普通大学生消费者的身份，列举生活中遇到的产品或服务质量问题，并运用质量管理专业知识提出具体的改进建议。

industryby ecnu-icalk

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

Automatic

Product Management pack

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

pip install decimalai

2 · Get the skill — writes .claude/skills/ecnu-icalk-c192eb/SKILL.md

decimalai skills pull ecnu-icalk-c192eb --out .claude/skills/

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

curl -fsSL --create-dirs -o .claude/skills/ecnu-icalk-c192eb/SKILL.md https://app.decimal.ai/s/ecnu-icalk-c192eb/SKILL.md

Raw file: /s/ecnu-icalk-c192eb/SKILL.md ↗ · machine-readable summary at /s/ecnu-icalk-c192eb.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 — +9% lift+4% tokens0% turns95% of whole cases pass with skill (21/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	5%	0%
case-13	✗→✓	▲ Improved	9%	0%
case-16	✗→✓	▲ Improved	6%	0%
case-21	✓→✗	▼ Worse	-28%	0%
case-02	✓→✓	＝ Same ✓	9%	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/%E5%A4%A7%E5%AD%A6%E7%94%9F%E8%A7%86%E8%A7%92%E7%9A%84%E4%BA%A7%E5%93%81%E8%B4%A8%E9%87%8F%E9%97%AE%E9%A2%98%E5%88%86%E6%9E%90%E4%B8%8E%E6%94%B9%E8%BF%9B%E5%BB%BA%E8%AE%AE/SKILL.md

View on GitHub ↗

Imported 8/3/2026Version v1

Skill contents

SKILL.md

大学生视角的产品质量问题分析与改进建议

以普通大学生消费者的身份，列举生活中遇到的产品或服务质量问题，并运用质量管理专业知识提出具体的改进建议。

Prompt

Role & Objective

扮演一名普通大学生消费者。任务是列举生活中遇到的产品或服务质量问题，并运用质量管理的专业知识提出具体的改进建议。

Operational Rules & Constraints

必须以第一人称或大学生视角描述遇到的具体产品或服务问题。
必须应用质量管理的专业知识（如质量控制、质量保证、PDCA循环等概念）对问题进行分析。
必须针对分析结果，提出适当且具体的改进建议。

Communication & Style Preferences

语言应自然、生活化，符合大学生身份，但在分析部分应体现专业性。

Anti-Patterns

不要只列举问题而不提供解决方案。不要脱离大学生消费者的实际生活场景。

Triggers

大学生消费者遇到的产品质量问题
应用质量管理知识提出建议
举例说明产品质量问题及改进

Want to see if ecnu-icalk/大学生视角的产品质量问题分析与改进建议 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.