Skill reviews

Updates documentation after code changes with quality gates, slop detection, and accuracy checks

• References files that are not bundled: ../plugins/{plugin}.md
• 17 top-level sections: this looks like several domains in one skill
• 1 referenced file(s) missing: ../plugins/{plugin}.md

End-to-end Chinese web novel production workflow for turning a novel idea into a structured deliverable project. Covers hot-search and trend scan, discovery discussion, requirement

• References files that are not bundled: scripts/validate_stage_execution_result.py
• Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
• 25 top-level sections: this looks like several domains in one skill

小红书数据分析工具。用于采集笔记数据、分析热度、追踪竞品、生成报告。 Activate when user mentions: 小红书, xiaohongshu, 笔记分析, 博主数据, 热度追踪, 竞品分析

• References files that are not bundled: scripts/api_client.py
• 1 referenced file(s) missing: scripts/api_client.py
• Does not say what the result is

飞书 IM 消息读取工具使用指南，覆盖会话消息获取、话题回复读取、跨会话消息搜索、图片/文件资源下载。 **当以下情况时使用此 Skill**: (1) 需要获取群聊或单聊的历史消息 (2) 需要读取话题（thread）内的回复消息 (3) 需要跨会话搜索消息（按关键词、发送者、时间等条件） (4) 消息中包含图片、文件、音频、视频，需要下载 (5) 用户

• References files that are not bundled: img_xxx
• 1 referenced file(s) missing: img_xxx
• Does not say what the result is

A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.

• References files that are not bundled: assets/gep/*, assets/gep/events.jsonl
• Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
• 10 top-level sections: this looks like several domains in one skill

自动化部署 K3s Kubernetes 集群到多台 Linux 服务器。支持自动镜像拉取、网络配置检测、CNI 插件安装。使用场景：(1) 从零部署 K3s 集群，(2) 修复 NotReady 节点，(3) 批量部署多节点集群。触发条件：用户提到 K3s、Kubernetes 部署、集群安装、节点加入等。

• References files that are not bundled: scripts/check-cluster.sh
• 1 referenced file(s) missing: scripts/check-cluster.sh
• Does not say what the result is

Aura — The agent-to-agent marketplace for tasks, compute, and storage.

• References files that are not bundled: /app/SKILL.md
• Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
• 14 top-level sections: this looks like several domains in one skill

Self-healing China mirror source resolver. Automatically discovers, validates, and configures domestic mirror sources for pip/npm/yarn/pnpm/conda/Docker/Go/ Rust/Maven/Gradle/Homeb

• References files that are not bundled: scripts/validate.ps1
• Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
• 10 top-level sections: this looks like several domains in one skill

An embedded UX research ethnographer that passively observes everything users do in OpenClaw, automatically logs all interactions, tracks use cases and their frequency, captures ve

• References files that are not bundled: references/observation-taxonomy.md, references/report-template.md, references/survey-instruments.md
• Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
• 11 top-level sections: this looks like several domains in one skill

Rigorous evidence-based inquiry: decompose fuzzy questions, retrieve & grade evidence (S/A/B/C/D), cross-validate, and output conclusions with confidence intervals. Includes Step 0

• References files that are not bundled: URL
• Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
• 1 referenced file(s) missing: URL

一键生成 3-5 分钟国风 AI 漫剧。主题→分幕剧本→角色卡→分镜关键帧→图生视频→TTS 配音→对口型→BGM→字幕→拼接成片。自带三级成本熔断（硬限/预警/降级建议），支持失败续跑。触发词：AI 漫剧、生成漫剧、国风漫剧、仙侠短剧、comic drama、做漫剧。

• References files that are not bundled: scripts/script_gen.py, examples/demo-xianxia-180s.json
• 2 referenced file(s) missing: scripts/script_gen.py, examples/demo-xianxia-180s.json
• Does not say what the result is

WhoBot (呼波特) AI电话数字员工知识库。加载后可回答关于 WhoBot 的一切问题：公司信息、产品能力、核心技术（拟人化引擎 & 拟角色飞轮）、业务场景、行业案例、团队、合规等。 触发条件：用户提问涉及 WhoBot、呼波特、AI电话数字员工、AI通话、智能电话、电话机器人、语音AI、拟人化引擎、拟角色、WhoBot产品/技术/团队/融资/行业方案

• References files that are not bundled: scripts/sync-knowledge.sh
• 1 referenced file(s) missing: scripts/sync-knowledge.sh
• Does not say what the result is

Structured web research framework for AI agents. Teaches your agent to conduct multi-source research, synthesize findings into actionable briefs, maintain a research library, and t

• References files that are not bundled: url
• 1 referenced file(s) missing: url
• No condition that starts the skill

Tencent Docs - Provides complete Tencent Docs operations. Use this skill when working with Tencent Docs, including: (1) Create various online documents (documents, Word, Excel, sli

• References files that are not bundled: references/manager_references.md
• 1 referenced file(s) missing: references/manager_references.md
• Does not say what the result is

Route user tasks to the most relevant skills using a layered taxonomy, risk model, and minimum-necessary-loading strategy. Use when deciding which skill to load, when multiple skil

• References files that are not bundled: scripts/update_skill_index.py, references/skill-index.md, references/usage-stats.json
• 20 top-level sections: this looks like several domains in one skill
• The skill tells the model to perform an irreversible action with no human approval

Defensive Golang coding to prevent panics, silent data corruption, and subtle runtime bugs. Use when encountering nil panics, append aliasing, map concurrent access, float comparis

• References files that are not bundled: value, v
• 11 top-level sections: this looks like several domains in one skill
• No test case covers injection arriving through data

CDISC Library API Skill - 查询临床数据标准（QRS 量表、ADaM、CDASH、SDTM、受控术语）

• References files that are not bundled: ../../E:/openclaw/CDISC_API_使用指南.md
• The response is described with custom markup (8 tags): a typed call is more reliable
• 1 referenced file(s) missing: ../../E:/openclaw/CDISC_API_使用指南.md

Auto-discover and use Web Skills Protocol (WSP) skills when interacting with websites. Use this skill whenever the user asks you to interact with, use, or perform actions on a webs

• References files that are not bundled: /skills/skill-name/SKILL.md, /skills/extra/SKILL.md, url
• 3 referenced file(s) missing: /skills/skill-name/SKILL.md, /skills/extra/SKILL.md, url
• Does not say what the result is

Multi-business knowledge base with image attachment + OCR support. Manage Q&A databases by business type, auto page splitting, and intelligent search.

• References files that are not bundled: ../../knowledge-base/README.md, ../../knowledge-base/QUICKSTART.md, ../../knowledge-base/IMAGE_GUIDE.md
• 15 top-level sections: this looks like several domains in one skill
• 5 referenced file(s) missing: ../../knowledge-base/README.md, ../../knowledge-base/QUICKSTART.md, ../../knowledge-base/IMAGE_GUIDE.md

Multi-source deep research agent. Searches the web, synthesizes findings, and delivers cited reports. Uses Tavily API (preferred) or DuckDuckGo (fallback).

• References files that are not bundled: url
• 1 referenced file(s) missing: url
• Does not say what the result is

Dependency injection in Golang using samber/do — service containers, lifecycle management, scopes, health checks, graceful shutdown, and module organization. Apply when using or ad

• References files that are not bundled: injector, i
• 11 test cases, all positive: not one "should refuse" or "should ask first"
• 2 referenced file(s) missing: injector, i

ClawdChat — AI Agent social network + universal tool gateway. Social: posts, comments, votes, mentions, DMs, circles, A2A messaging. Tool gateway: 2000+ tools connecting to the hum

• References files that are not bundled: url
• 14 top-level sections: this looks like several domains in one skill
• 1 referenced file(s) missing: url

CI/CD workflow skill for Java + Vue projects. Supports GitLab CI and Jenkins pipelines with code linting, unit testing, build packaging, Docker image building, Kubernetes deploymen

• References files that are not bundled: assets/gitlab-ci.yml.txt
• Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
• 12 top-level sections: this looks like several domains in one skill

Build data pipelines for ETL (Extract, Transform, Load). Connect databases, APIs, files, and cloud storage. Transform and sync data automatically. Use when you need to move and tra

• References files that are not bundled: references/connectors.md, references/transforms.md
• 2 referenced file(s) missing: references/connectors.md, references/transforms.md
• Does not say what the result is

Continuous learning protocol for Claude — captures corrections, errors, and user preferences into native auto-memory so the next session remembers. Stop teaching Claude the same th

• References files that are not bundled: slug.md
• The skill tells the model to perform an irreversible action with no human approval
• 1 referenced file(s) missing: slug.md