Run autonomous research tasks that plan, search, read, and synthesize information into comprehensive reports.
Fan-out-Recherche + adversariale Verifikation + zitierter Report. Trigger: tiefe Recherche.
Given outputs from 5 research sub-agents (time-sliced or partitioned), validate and synthesize them into a coherent, citation-backed Markdown deep research report with…
Multi-source deep research using firecrawl and exa MCPs. Searches the web, synthesizes findings, and delivers cited reports with source attribution.
Deep Research Agent specializes in complex, multi-step research tasks that require planning, decomposition, and long-context reasoning across tools and files by we-crafte — from…
ZAI/GLM uyumlu derin web araştırma skilli. Sadece Hermes native araçlar (web_search, web_extract, terminal) kullanır. Dış API key gerekmez (Google, OpenAI, Gemini yok).
中文深度调研工具。基于 academic-deep-research fork，针对中文场景优化：自动生成中文 PDF（内嵌样式、容错降级）、Tavily 搜索集成、飞书自动交付。适用于竞品分析、行业调研、政策研究等需要严格方法论的场景。使用 native OpenClaw 工具（web_search, web_fetch,…
Multi-tier Perplexity search with Langfuse tracing. Three depth levels: quick (sonar), pro (sonar-pro), deep (sonar-reasoning-pro).
Comprehensive 6-phase research funnel — 8-10 parallel survey agents sweep wide, a synthesizer compiles evidence, deep-dive and adversarial agents run in parallel to elaborate and…
Deep ReSearch Conversation is provided by Baidu for multi-round streaming conversations with "Deep Research" agents.
Search and progressively read open-access academic papers through DeepXiv. Use when the user wants layered paper access, section-level reading, trending papers, or DeepXi — from…
學位口試與研討會問答的『答辯教練』。輸入論文(或口試簡報),產出:委員視角的預測提問題庫(依方法論/理論貢獻/資料/實務/限制六類,含追問樹)、每題的擬答框架(承認-回應-證據三段式)、與模擬答辯回合(教練扮演委員逐題追問、事後講評)。適用:碩博士學位口試、博士候選人資格考核(前三章口試)、論文研討公開發表、研討會…
Defines a testable hypothesis with clear success metrics and validation approach. Use when forming assumptions to test, designing experiments, or aligning team on what success…
Literature-grounded variable operationalization for observational research. Turns a data dictionary + research question into a citation-backed table of exposure/outcome/covariate…
Defines form field specifications including validation rules, error states, and submission behavior. Updates the "フォーム仕様" section in screen spec.md.
Use when defending the research design of a Demography (PAA / Duke University Press) manuscript — choosing among demographic methods (life tables, decomposition,…
Deep multi-source research combining academic MCPs (arxiv, semantic-scholar, paper-search, deepwiki), Exa semantic search, and local ~/.topos knowledge base.
Paper-textured, print-inspired design with minimal colors, clean serif/sans typography, and tactile surface qualities.
Create an end-to-end user journey map with stages, touchpoints, emotions, pain points, and opportunity areas.
Create one or more research-backed UX artifacts for a product or feature. Use when asked to define personas, map journey maps, structure information architecture, design…
Generate and structure materially diverse solution concepts before selection. Use when asked to brainstorm, explore alternatives, map a design space, avoid premature convergence,…
Use when a learner needs a systematic, research-backed method to build and retain a large working vocabulary in a target language
Use when designing a test plan for a distributed or stateful system — anything with persistence, replication, consensus, retries, idempotency, async messaging, multi-tenancy, or…
Evidence-grounded research with selectable depth and discipline. Use for any look-up, find-out, fact-check, or comprehensive investigation, including prior art and best practice…
Passive stop-signal for a research project — reads the synthesis matrix and memos by eye and reports whether the corpus has stopped changing the structure (theoretical sa — from…
Build the digest middle layer of a research project — the constructed-column synthesis matrix and analytic memos the pack previously lacked.
Start a stateful, multi-week research project — the lifecycle axis, orthogonal to the depth axis the `/research` skill carries.
Orient to the current desk-research project at a glance — reads overview.md and surfaces phase, working hypothesis, stop-signal verdict, and what to do next.
Synthesize a research project into its typed verdict and a self-contained governance brief. Triggers on project-lifecycle phrasing — \"synthesize the project\", \"write u — from…
Run a timeboxed desk-research sprint that ends with an answer instead of forty tabs — the question decomposition, the source plan by question type, the capture discipline that…
Apply David Deutsch's "hard-to-vary explanation" test to a theory, hypothesis, business strategy, scientific claim, or any explanatory story.
Guide de recherche UX : interviews, tests utilisateurs, personas et analyse. Se déclenche avec "UX research", "recherche utilisateur", "interview utilisateur", "test util — from…
Structured development workflows using /brainstorm, /write-plan, and /execute-plan patterns. Transform ad-hoc conversations into systematic project execution with…
Load development-mode context for codebase work — engineering principles and environment conventions.
AI Agent / LLM 应用工程化方法论。指导如何把一个 AI 智能体应用"拆成哪几块 + 如何避免重走老路"：分层管道、规则优先+LLM兜底、多模型触点路由、Prompt 统一治理、超时/缓存/降级、评测闭环、多厂商 SDK 适配。Triggers on "AI agent 架构", "LLM 应用怎么拆", "规则还是大模型", "prompt…
Review completed dev sessions to decide whether work should be distilled into devlab-* assets (skills, CLI tools, MCP servers, loops, subagents, or knowledge cards).
前后端契约规范技能（contract 技能簇首个，定位介于 devlab-srv-* 与 devlab-web-* 之间）。约束大型前后端分离项目的接口/序列化契约、字段类型一致性、错误码与配置分层，提供契约校验与联调防错清单。Triggers on "前后端契约", "接口对不上", "序列化", "字段类型不一致", "contract", "api…
DAO 层通用 SQL 方言兼容性检查 + 系统性修复工作流。支持 MyBatis/JPA/MyBatis-Plus/SQLAlchemy 四种持久层框架，扫描源码识别 Oracle/PostgreSQL/MySQL 方言混用风险，自动修复 80% 常见陷阱，剩余 20% 由 Agent 辅助人工确认。七阶段流程 + adapter…
数据库数据层安全迁移专家技能。覆盖 schema 演进（加列/改约束/建索引）与数据搬迁的完整安全流程：备份→幂等检测→迁移→验证→失败回滚。当项目需要变更已有表结构、生产报 no such column / 唯一约束冲突、或需编写独立迁移脚本时使用。与 devlab-dao-sql-compat 互补：本技能管数据层面，后者管 SQL…
eval 自评测体系驱动的 AI Agent 生产体系方法论。以评测集为核心资产，建立"评测集组织 + Mock 隔离 + 标准化比对 + 自动评测脚本 + 回归门禁"闭环；L3 数据后端接 Langfuse（dataset/scores/LLM-as-judge），配套 evalctl CLI（已发布 0.2.x）。Triggers on "评测集",…
通用 spec 驱动的 AI 协作开发方法论。把需求转成 requirements/design/tasks 三件套提案作为事实源，经审查→细化→分任务执行→回归验证，全程 human-on-the-loop。适用于任何支持 spec 工作流的 AI IDE/Agent（Kiro spec 仅为一个 example）。Triggers on "spec…
后端 API 测试专家技能。支持 Java（JUnit）/ Python（pytest）/ Node.js（supertest + jest）后端项目的接口测试、Mock 服务、测试数据管理。
技术债全生命周期运维：审计分析\u2192建议报告\u2192确认后重构（微观+宏观）\u2192回归验证。覆盖从\u201c发现债务\u201d到\u201c安全消除\u201d的闭环。Triggers on \"\u91cd\u6784\", \"\u6280\u672f\u503a\",…
前端项目上下文理解规则资产（-context 家族首个成员）：双模式（模式 A 规则包被 devlab-context-bootstrap 文件契约委托 / 模式 B 独立四步渐进式理解），产出前端 context 画像（7 固定键 + 置信度标注），供 bootstrap 消费填五件套台账。
存量 Web 系统深度功能验收方法论（L1-L4）。registry 功能点驱动 + 唯一入口执行器 + 假成功嗅探 + 三对齐审计，覆盖盘点建模、用例固化、失败五分类路由、多会话认领协作。与 devlab-web-test-e2e（绿field 用例生成）分工：本技能面向已有系统的全功能点深度验收与回归资产管理。实战陷阱全量清单见…
ECharts 在 Astro/前端项目中的完整集成指南，包含 tree-shaking、IntersectionObserver 按需加载、自定义系列集成、拓扑图实现、雷达图配置、Astro Islands 数据传递、调试经验。
Web / 前端工程化能力层（Frontend Engineering Capability）。语言无关覆盖六域：Project Bootstrap、Build、Dependency、Packaging、Runtime/Environment、Engineering Convention。路由键 = 语言 × 框架 双维：TS 主线 / JS 兼容 /…
Use when building a browser/web extension from scratch, especially one that extracts, downloads, or enhances data from an existing web app.
前端 GlitchTip 错误追踪接入技能。凡是用户提到 GlitchTip、Sentry SDK、前端错误聚合、Source Map 上传、JS 错误追踪、Issue 管理时触发。框架无关，支持 Vue/React/Angular/Svelte/原生 JS。
前端 SkyWalking RUM 接入技能。凡是用户提到前端监控、RUM、skywalking-client-js、Web Vitals 采集、浏览器端链路追踪、前端错误上报时触发。框架无关，支持 Vue/React/Angular/Svelte/原生 JS。
Web E2E 测试专家技能。专注 Vue/React 前端项目的浏览器端到端测试能力，基于 Playwright + AI Agent 实现测试计划生成 → 代码生成 → 失败修复的完整闭环。
Web 视觉化操作（Web Visual Operations）：对 Web 应用做 Observe/Navigate/Interact/Inspect/Validate/Capture 的 day-2 操作手册。Router 层统一编排 Playwright（确定性）、Stagehand（AI…
Pipelines GitLab CI/CD — stages, jobs, runners, artifacts, environments et Auto DevOps. Se déclenche avec "GitLab CI", "gitlab-ci.yml", "pipeline GitLab", "runner GitLab" — from…
Hypothesis-first bug diagnosis. Verify the user's diagnosis before proposing alternatives. Keywords: bug, diagnose, debug, fix, hypothesis, root cause, crash, error, timeout,…
Find the root cause of a bug on a cliban ticket and prove it, logging the hypothesis ledger to the ticket as you go.
Convert informal English words, phrases, collocations, and sentence fragments into precise TOEFL-appropriate alternatives while preserving meaning and register.
Simulated academic peer review for economics papers, named in honour of Claude Diebolt. Creates independent referee agents who review your paper in isolation.
Проверка и подготовка диплома/ВКР к прохождению антиплагиата и ИИ-детектора (ИТМО и аналоги). Сканирует текст на признаки GPT-генерации по 10-пунктному чек-листу, выдаёт…
Guides writing a diploma thesis at PEF ČZU Praha. Use when the user asks to write, structure, cite, or review a diploma thesis, závěrečná práce, or any section thereof (úvod, cíl,…
Generate complex multi-page PDFs by running reportlab Python code directly via run_shell when shell_agent fails on document creation