Discord-backed OpenClaw agent/session relay; not archive search.

按中国上海时间和中国实际工作日，从 C:\Desktop\日报 的三人日报生成固定四列表格，并覆盖保存到 C:\Desktop\共享；用于本周工作汇总、三人日报汇总和工作总结 Excel。

使用独立 Research Core 把模型比较、软件评估或其他可证伪问题转化为可恢复、可复现、证据可追溯的研究。 用于用户要求研究、对照实验、基线比较、模型替代评估、消融、盲评、证据审计，或问题不能仅凭常识可靠下结论的场景。 不用于简单事实查询、无需实验的低风险判断，或用户只要求普通文案/解释的场景。

把 evolution-inbox 中的审计异常条目转化为可评审的进化提案（规则/技能/插件/路由补丁）。先做系统化问题分析（量化基线→全量聚合→根因分类→优先级排序），再用便宜模型起草、前沿模型评审、人工批准后走既有门禁固化。用于处理 evolution_scan.js 产出的异常条目、复盘高频反模式、把会话经验固化为规则或技能改进。不用于单轮小修改和 L0 治理规则的直接修改（只产提案不越权固化）。

When the user wants to create SEO-driven pages at scale using templates and data. Also use when the user mentions "programmatic SEO," "template pages," "pages at scale," "directory pages," "location pages," "[keyword] + [city] pages," "comparison pages," "integration pages," or "building many pages for SEO." For auditing existing SEO issues, see seo-audit.

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.

Provides expert guidance on authenticating and authorizing to Google Cloud services and APIs, covering human users, service identities, Application Default Credentials (ADC), and best practices for secure access.

Hands-off, diff-scoped browser QA of the active branch: maps user flows, drives a real browser, autonomously fixes small breakages with regression tests and commits, judges experience against product personas, and writes a durable dogfood report. Manual invocation only.

Review a pull request for a Factory work item — history and context first, then a verdict published on the PR — and mark the review complete

U.S. SEC EDGAR fetch interface — resolve a ticker to its CIK, list recent filings (10-K / 10-Q / 8-K and friends) with primary-document URLs, and pull XBRL companyfacts financial series. Free, no API key; rate-limited by IP so every request is throttled and carries a contact User-Agent. United States only.

High-performance DataFrame library for Python ETL, analytics, and pandas migration. Use for expression-based data manipulation with lazy query optimization, parallel execution, streaming out-of-core processing, Arrow interoperability, and optional GPU execution.

Use when working with LaminDB, the open-source lineage-native lakehouse for biological datasets and models. Covers setup, artifact registration, query/search, lineage tracking, validation, ontology-backed annotation with Bionty, collections, branches, storage, and workflow integrations.

Ask a local external advisor CLI (Claude or Gemini) and capture a reusable artifact

Produce a .pptx file on disk (headless) instead of driving a live PowerPoint document — for managed-agent sessions with no open Office app.

Signals scout over PostHog's own health checks. Bundles the project's active health issues by kind, weights them by blast radius, and surfaces the ones worth acting on.

12-agent academic paper writing pipeline. 11 modes (full/plan/outline/revision/revision-coach/abstract/lit-review/format-convert/citation-check/disclosure/rebuttal-audit). 6 paper types, 5 citation formats, bilingual abstracts, LaTeX/DOCX-via-Pandoc/PDF output. Style Calibration + Writing Quality Check + Anti-Patterns with IRON RULE markers. Triggers: write paper, academic paper, guide my paper, parse reviews, audit my rebuttal, check my response draft, AI disclosure, 寫論文, 學術論文, 引導我寫論文, 審查意見, 評估回覆, 논문 작성, 초록 작성, 논문 수정, 논문 계획을 도와줘, 심사 의견 반영, 답변서 점검, AI 사용 고지.

Analyze a Karpathy-pattern LLM wiki knowledge base and generate an interactive knowledge graph with entity extraction, implicit relationships, and topic clustering.

Advanced swarm orchestration patterns for research, development, testing, and complex distributed workflows

Create, read, edit .pptx decks with python-pptx.

Airtable REST API via curl. Records CRUD, filters, upserts.