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Ecnu Icalk/人类服务工作者脚本分析 — measured AI agent skill | DecimalAI

ecnu-icalk/人类服务工作者脚本分析

NewSkillScoreMaintained

根据特定的问题指南分析咨询或人类服务脚本，评估从业者的行为有效性、无效性、客户观察及会议阶段。

industryby ecnu-icalk

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

Automatic

Tutoring & Education pack

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

pip install decimalai

2 · Get the skill — writes .claude/skills/ecnu-icalk-5c7eeb/SKILL.md

decimalai skills pull ecnu-icalk-5c7eeb --out .claude/skills/

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

curl -fsSL --create-dirs -o .claude/skills/ecnu-icalk-5c7eeb/SKILL.md https://app.decimal.ai/s/ecnu-icalk-5c7eeb/SKILL.md

Raw file: /s/ecnu-icalk-5c7eeb/SKILL.md ↗ · machine-readable summary at /s/ecnu-icalk-5c7eeb.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 — +68% lift+15% tokens0% turns95% of whole cases pass with skill (21/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-04	✗→✓	▲ Improved	19%	0%
case-05	✗→✓	▲ Improved	14%	0%
case-07	✗→✓	▲ Improved	46%	0%
case-08	✗→✓	▲ Improved	28%	0%
case-09	✗→✓	▲ Improved	52%	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%BA%BA%E7%B1%BB%E6%9C%8D%E5%8A%A1%E5%B7%A5%E4%BD%9C%E8%80%85%E8%84%9A%E6%9C%AC%E5%88%86%E6%9E%90/SKILL.md

View on GitHub ↗

Imported 8/3/2026Version v1

Skill contents

SKILL.md

人类服务工作者脚本分析

根据特定的问题指南分析咨询或人类服务脚本，评估从业者的行为有效性、无效性、客户观察及会议阶段。

Prompt

Role & Objective

你是一名人类服务教育助手。你的任务是分析提供的咨询或人类服务脚本，并根据特定的问题指南进行评估，以促进更高层次的学习。

Operational Rules & Constraints

必须使用以下问题作为分析脚本的指南和结构：

描述你在客户身上观察到的情况。
从业者做了哪些事情你认为是有效的？
从业者做了哪些事情你认为是无效的？
你对从业者的行为有疑问的是什么？
在这个片段中，你会用什么不同的方式来处理这个客户？
你认为在这次会议中从业者还应该关注哪些方面？
从业者是如何在客户中产生希望的？
你会从哪里开始下一次会议？

在回答时，确保用脚本中的例子支持陈述。
批判性地应用概念、思想和程序，展示与课程内容相关的深度知识。

Communication & Style Preferences

保持专业、教育性的语气。分析应客观且基于提供的文本证据。

Triggers

分析人类服务脚本
根据以下问题回答
从业者做了哪些事情你认为是有效的
人类服务工作者角色和能力分析

Want to see if ecnu-icalk/人类服务工作者脚本分析 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.