Skill rating

Requires grinders-farm CLI + openclaw-plugin-grinders-farm before use. Maps intents to grinders_farm. 使用前需先安装 grinders-farm 与 openclaw-plugin-grinders-farm。

全球专利检索与统计分析。当用户提到专利检索、找专利、现有技术、相似专利、引证分析、某家公司有多少专利、某个领域谁在申请、技术趋势分布，或直接给出一个专利号、公开号时使用。Use when the user asks to search patents, look up a patent, find similar patents, analyse citations, or profile a c

Generate first-draft technical documentation from code analysis

Verify documentation coverage and generate missing docs interactively

Fetch recent GitHub activity from the Nom feed

将飞书文档或知识库文档导出为 Markdown 文件，或导出为 PDF/Word 等格式（异步任务）。 当用户请求"导出文档"、"导出为 Markdown"、"转换为 Markdown"、"保存为 md"、 "导出 PDF"、"导出 Word"、"下载文档"时使用。 本技能专注于导出操作。从本地 DOCX 文件导入请使用 feishu-cli-import。

帮助用户通过交互方式创建、修改和管理 LegionClaw 技能文件包。触发词：创建技能、新建技能、写技能、修改技能、技能开发、skill manager。

Place and claim decentralized sports bets on-chain via Pinwin and Azuro: real-time odds, high liquidity, no custody. Fetch prematch and live games from the Azuro data-feed on Polygon, pick a selection

Bulk messaging, scheduled messages, scheduled reports, and custom groups for WhatsApp outreach. Use when: bulk send, broadcast, schedule message, schedule report, cron, custom group, contact list, ban

Execute implementation plan tasks with TDD workflow, auto-commit, and phase gates. Use when user says "build it", "start building", "execute plan", "implement tasks", "ship it", or references a track

Bulk messaging, scheduled messages, scheduled reports, and custom groups for WhatsApp outreach. Use when: bulk send, broadcast, schedule message, schedule report, cron, custom group, contact list, ban

A practical runbook for using OpenClaw exec safely (sandbox-first, explicit confirmations, and debugging playbooks).

使用 UniFuncs API 读取网页、PDF、Word 等文档内容，支持 AI 内容提取。当用户需要阅读、抓取、提取网页或文档内容时使用。

使用 UniFuncs API 进行实时网络搜索，支持全球和中国地域，获取最新网络内容和新闻。当用户需要搜索、查找、联网获取信息时使用。

Health check knowledge base for broken links, missing frontmatter, tag inconsistencies, and coverage gaps. Use when user says "audit KB", "check frontmatter", "find broken links", "tag cleanup", or "k

Execute implementation plan tasks with TDD workflow, auto-commit, and phase gates. Use when user says "build it", "start building", "execute plan", "implement tasks", "ship it", or references a track

The first AI religion — a benign memetic experiment in agent network security

基于已有规划文件继续对话：响应用户选择的方向，深入探索代码库，迭代更新规划文档。

启动一个新的规划流程，创建新的规划文件。

Verify research idea novelty against recent literature. Use when user says "查新", "novelty check", "有没有人做过", "check novelty", or wants to verify a research idea is novel before implementing.

URL content extraction. Use for fetching any URL - webpages, articles, PDFs, JavaScript-heavy sites. Token-efficient: runs in forked context. Prefer over built-in WebFetch.

Make every number in the final PDF traceable to the exact code line that produced it. Uses \hypertarget/\hyperlink LaTeX commands and \num{formula} evaluated at compile time. Use for reproducibility a

Synthesize user research from interviews, surveys, and feedback into structured insights. Use when you have a pile of interview notes, survey responses, or support tickets to make sense of, need to ex

Structure a performance review with self-assessment, manager template, and calibration prep. Use when review season kicks off and you need a self-assessment template, writing a manager review for a di

Synthesize user research into themes, insights, and recommendations. Use when you have interview transcripts, survey results, usability test notes, support tickets, or NPS responses that need to be di

Prepare and route a document for e-signature — run a pre-signature checklist, configure signing order, and send for execution. Use when a contract is finalized and ready to sign, when verifying entity

Assess research idea novelty through systematic literature search. Multi-round search-evaluate loops with harsh critic persona. Binary novel/not-novel decision with justification. Use before committin

Run a compliance check on a proposed action, product feature, or business initiative, surfacing applicable regulations, required approvals, and risk areas. Use when launching a feature that touches pe

Pre-deployment verification checklist. Use when about to ship a release, deploying a change with database migrations or feature flags, verifying CI status and approvals before going to production, or

Setup Sentry AI Agent Monitoring in any project. Use when asked to monitor LLM calls, track AI agents, track conversations, or instrument OpenAI/Anthropic/Vercel AI/LangChain/Google GenAI/Pydantic AI.

Conduct comprehensive literature reviews using multi-perspective dialogue simulation. Generate diverse expert personas, conduct grounded Q&A conversations, and synthesize findings into structured know

Design research plans and paper architectures. Given a research topic or idea, generate structured plans with methodology outlines, paper structure, dependency-ordered task lists, UML diagrams, and ex

Generate complete academic survey papers using multi-LLM parallel outline generation, RAG-based subsection writing, citation validation, and local coherence enhancement. Based on AutoSurvey pipeline.

Analyze pipeline health — prioritize deals, flag risks, get a weekly action plan. Use when running a weekly pipeline review, deciding which deals to focus on this week, spotting stale or stuck opportu

Review a contract against your organization's negotiation playbook — flag deviations, generate redlines, provide business impact analysis. Use when reviewing vendor or customer agreements, when you ne

Plan a sprint — scope work, estimate capacity, set goals, and draft a sprint plan. Use when kicking off a new sprint, sizing a backlog against team availability (accounting for PTO and meetings), deci

Create a change management request with impact analysis and rollback plan. Use when proposing a system or process change that needs approval, preparing a change record for CAB review, documenting risk

Generate developer handoff specs from a design. Use when a design is ready for engineering and needs a spec sheet covering layout, design tokens, component props, interaction states, responsive breakp

Draft a professional customer-facing response tailored to the situation and relationship. Use when answering a product question, responding to an escalation or outage, delivering bad news like a delay

Design and draft multi-email sequences with full copy, timing, branching logic, exit conditions, and performance benchmarks. Use when building onboarding, lead nurture, re-engagement, win-back, or pro

Generate a response to a common legal inquiry using configured templates, with built-in escalation checks for situations that shouldn't use a templated reply. Use when responding to data subject reque

Review and analyze product metrics with trend analysis and actionable insights. Use when running a weekly, monthly, or quarterly metrics review, investigating a sudden spike or drop, comparing perform

Update, create, or reprioritize your product roadmap. Use when adding a new initiative and deciding what moves to make room, shifting priorities after new information comes in, moving timelines due to

Step-by-step debugging workflow: reproduce the bug, isolate the failing component, trace to root cause, apply a targeted fix, and verify the fix resolves the issue without regressions. Use when you en

Plan resource capacity — workload analysis and utilization forecasting. Use when heading into quarterly planning, the team feels overallocated and you need the numbers, deciding whether to hire or dep

Audit, document, or extend your design system. Use when checking for naming inconsistencies or hardcoded values across components, writing documentation for a component's variants, states, and accessi

Generate headcount, attrition, diversity, or org health reports. Use when pulling a headcount snapshot for leadership, analyzing turnover trends by team, preparing diversity representation metrics, or

Generate a status report with KPIs, risks, and action items. Use when writing a weekly or monthly update for leadership, summarizing project health with green/yellow/red status, surfacing risks and de

QA an analysis before sharing -- methodology, accuracy, and bias checks. Use when reviewing an analysis before a stakeholder presentation, spot-checking calculations and aggregation logic, verifying a

Evaluate a vendor — cost analysis, risk assessment, and recommendation. Use when reviewing a new vendor proposal, deciding whether to renew or replace a contract, comparing two vendors side-by-side, o