Research & Search

yelban Bundle

Summarizes WeChat group chat highlights into a structured digest using the local wx-cli binary (https://github.com/jackwener/wx-cli). Generates a normal digest by default; a roast (毒舌) version is opt-in. Maintains per-group history (history.json + history-digests.jsonl), per-user profiles, and per-group fact memory (memory.md) across runs, with privacy guardrails baked in. Use when the user asks to "總結群聊", "群聊精華", "群聊摘要", "summarize group chat", "group chat digest", mentions a WeChat group name with a time range, says "幫我看看 XX 群最近聊了什麼", "XX 群有什麼值得看的", or asks to "回溯畫像" / "初始化畫像" / "backfill profiles". Adds the roast version when the user says "毒舌版", "roast 版", "再來個毒舌的", or similar.

fairy123456789 Bundle

Compress an overloaded week of startup, research, job-search, creator, or side-project work into one main bet, up to two microbets, essential maintenance, and an explicit kill list. Use when the user has too many parallel ideas, keeps adding tasks, needs a founder-like weekly operating rhythm, or wants every week to end with real external proof instead of a long completed-task list.

fairy123456789 Bundle

Translate a problem, workflow, or project from one professional domain into another while preserving the real structure. Use when someone needs to connect domain expertise with software, AI, product, research, data, policy, operations, or another field. Rebuild actors, objects, states, events, constraints, evidence, metrics, and failure modes instead of merely replacing vocabulary.

fairy123456789 Bundle

Turn a finished or nearly finished Skill, plugin, repository, micro-tool, research utility, or AI project into a credible public launch that can earn real users and feedback. Use when the work exists but nobody outside the creator has tried it, the README is weak, the launch has no demo or proof metric, or the user wants a GitHub-first build-in-public plan without fake traction or vanity metrics.

paulieb89 Bundle

Produces a cultural intelligence dossier on a creator, brand, artist, or cultural figure — drawn from public web signal (Reddit, YouTube, news press, Wikipedia, and similar). Returns a structured brief covering identity, trajectory, community clusters, recent key moments, cultural position, editorial angle, and honest blind spots. Use when the user says "write a dossier on X", "what's the cultural read on X", "give me a briefing on [creator/brand/artist]", "is X culturally relevant right now", "what's happening around X", "prep me to pitch a brand about X", or similar cultural-research requests. Optional: the user can say "for [client]" to tailor the editorial angle (e.g. "for a culture desk", "for a youth-culture agency"). UK and US subjects both work; other markets work but note the blind spots.

yosukeiida Skill

研究プロジェクトの成果物（論文草稿・実験レポート・調査レポート・仕様/理論メモ・PoC コード）から、 その分野をほとんど知らない学生向けの学習用教材ドキュメント群をMDファイルで生成するスキル。 「学習教材を作って」「学生向けの解説を作って」「基礎から学べる資料を作って」 「study_guideを作って」「ゼミ生向けの資料を作って」などのキーワードで起動。 成熟研究（結果が揃っている）でも、PoC/探索段階（再現・原理実装フェーズ）でも使える。

rubenglez Skill

Research a product idea on the web to assess market viability, identify competitors, and produce a go/no-go verdict. Use as the very first step when you have a new product idea, before product-plan.

abhinavbwj Bundle

Research and analyze urban design precedents systematically. Generates structured case study reports with quantitative metrics, design principles, lessons learned, and transferability assessment. Use when the user asks for precedents, case studies, reference projects, comparable developments, benchmarks from other cities, examples of similar projects, or best practice examples. Also use when the user names a specific urban project and wants it analyzed as a precedent.

alexsmedile Skill

Find the right market, extract real customer pain, and validate demand before building an offer. Use when you have an idea but no market, the niche feels too broad, or the offer is not converting. Generates micro-niches, scores them, extracts pain language, and creates a validation test plan — outputs MARKET_RESEARCH.md.

alextangson Skill

Orchestrate a batch topic research session. Activate when user asks to plan content for a period, create a content calendar, or generate multiple topics at once. Trigger: "帮我找选题" / "调研一下" / "内容规划" / "这周写什么".

andrew-shwetzer Skill

Rp Research

nicoladevera Skill

Compresses any argument — initiative, proposal, budget request, process change — into a single-page artifact calibrated for a specific audience and ask. Use when asked to "write a one-pager", "distill this into a one-pager", "I need a one-page pitch for X", "compress this for my VP", or "summarize this as a one-pager".

nicoladevera Skill

Analyzes delivery state and drafts audience-calibrated status communications. Use when asked to "write a status update", "draft a project update", "write the weekly update", "how are we tracking", or "summarize delivery health for stakeholders".

nicoladevera Skill

Monitors competitive landscape, deep-dives a specific competitor, or conducts web research. Use when asked to "analyze competitors", "what is [competitor] doing", "competitive landscape", "monitor the competition", or "deep dive on [competitor name]".

gigio1023 Bundle

Use on every task alongside curate-terminology, even when the user does not ask about wording. Read and apply accepted English terms, verbs, collocations, sentence patterns, company names, local meanings, and project explanations throughout responses and artifacts. NOT a standalone research workflow: curate-terminology owns source selection, new definitions, expression records, and corrections to the shared reference.

gigio1023 Bundle

Use on every task alongside use-terminology, even when the user does not ask about wording. Maintain terminology and expressions as relevant material is encountered: define, research, update, and record accepted names, verbs, collocations, explanations, and anti-patterns from established projects and influential papers, plus user-confirmed company names and local meanings. NOT a requirement to run a fresh literature survey or write files when nothing relevant has changed; use-terminology applies the accepted reference to the current work.

gridaco Skill

Doctrine for drafting and keeping working-group docs under `docs/wg/**` — RFC/RFD specs and findings/research/glossary. A WG doc is a language-agnostic, code-agnostic study of a domain: it argues *why* and defines *what*, never *how in our code*. Use when writing or editing anything under `docs/wg/`, an RFC/RFD, a spec, a design note, a glossary, or research findings — including "write up the design", "document the spec", or "capture what we learned". Not for plans/TODOs (untracked `*.plan.md`), user docs, or SDK API refs — use `docs` to route those.

gridaco Skill

Research upstream and peer projects to inform Grida's design and implementation. Use when investigating how Chromium, Skia, Servo, Taffy, or peer canvas editors solve a problem before writing code. Covers source-code exploration and research document authoring under docs/wg/research/.

guerrilla2799 Skill

Use when the user needs to understand a target company or interviewer before writing a cover letter, prepping for an interview, or deciding whether to pursue a role. Trigger phrases: "research this company", "who is my interviewer", "what should I know about X before I apply/interview", "build me a dossier". Produces a company + interviewer dossier that powers cover-letter and interview-prep.

idaibin Bundle

Use when the user requests a package or named external-AI result for review, research, cross-review/互审, final-result retention, image work, or an exact saved user instruction such as 进行三方会审; also handles legacy ask-chatgpt wording, but do not use when Codex or an available host tool can complete the result directly.

jasontang-ai Bundle

Use this skill to run deterministic Relay CLI workflows for cycle management, export, replay, and participant-view inspection.

jennie-shawn Bundle

Create, inspect, and maintain a local StarWork project knowledge base with `starwork knowledge`, focused on long-term stable project knowledge.

jennie-shawn Bundle

Knowledge Base Skill

jennie-shawn Bundle

Maintain the current project's local StarWork knowledge base after it has been enabled by `starwork knowledge init`.

juanca202 Bundle

Identifica el punto de partida de un proyecto (sin código / con código base / con implementación) e inicializa lo que falte de su harness multi-agente: repo git —o, si la solución abarca varios repositorios, un repo de especificaciones que los agrega como submódulos—, placeholders `AGENTS.md`/`CLAUDE.md`/`.agents/MEMORY.md`/`.sdd-devkit/settings.json`/`docs/adr/README.md`/`docs/standards/README.md`/`README.md` (raíz, con descripción del proyecto), el stack tecnológico (investigando con `work-research` si hace falta), candidatos de ADR/estándares (vía `arch-discover` si ya hay implementación, por repositorio si es multi-repo) y la compuerta de calidad (vía `quality-check`). Cierra actualizando el stack y sugiriendo `work-define` o `work-plan`. Activar al pedir inicializar, bootstrapear o preparar uno o varios repos de una solución para agentes, configurar su harness, crear `AGENTS.md`/`CLAUDE.md`/`MEMORY.md` desde cero, o mencionar "arch-init", "/arch-init", "inicializa el harness".

bobibobuyu Bundle

基于东方财富数据库，支持自然语言搜索全网最新公告、研报、财经新闻、交易所动态及官方政策等，覆盖全球市场标的，可用于热点捕捉、舆情监控、研报速览、公告精读及投资决策等场景。Natural language search for financial information, covering authoritative sources including news, announcements, research reports, and policies. Supporting global market assets, it is applicable to event tracking, market sentiment monitoring, announcement analysis, and investment decision-making, helping users obtain authoritative financial information and capture timely market signals.

bobibobuyu Bundle

调用万得 Alice「个股研究专家」的 CLI：围绕公司基本面、财报与事件、估值位置与可证伪投资逻辑做个股深研，交付带数据图表与来源的研究判断。当用户要求"深度研究某只股票的投资逻辑""解读最新财报与预期差""做中报前瞻""拆解商业模式与竞争壁垒""看估值位置与同业比较"时使用。

masx200 Bundle

Complete research workflow system for codebase analysis, deep external research, and comprehensive technical wiki generation

simplified-reasoning Skill

Use when the task is to turn research goals, learning goals, or execution constraints into a realistic action plan with sequencing, priorities, and time blocks.

ampresent Bundle

Create and maintain a persistent file-based workspace for long-running, multi-session, or interruption-sensitive work. Use when the user wants to start a long-term project, continue a previous project, preserve context across days or resets, keep durable handoff notes, or avoid losing decisions and next steps in chat history. Good for engineering, research, writing, planning, and operations work.

pynbj1001 Bundle

Implements Manus-style file-based planning to organize and track progress on complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when asked to plan out, break down, or organize a multi-step project, research task, or any work requiring >5 tool calls. Supports automatic session recovery after /clear.

liang1993 Bundle

专用于个人 A 股「宏观量化中性组合」的再平衡计算器——**不是通用再平衡器**，只服务这一套策略：静态大类 E40/B22/G21/C17 + 整组合波动率目标 12% + 权益用 etf-momentum 去相关 top3。给定当前持仓或资金量，输出手数级买卖调整清单。Use when 用户要这套中性组合的月度再平衡/调仓方案、从零建仓配置、发来券商持仓截图要调整方案、或问"50万怎么配 / 现在该买卖什么 / 按持仓出再平衡"。不做个股估值（那是 value-invest）、不做任意组合或其它策略的通用资产配置、不做宏观 regime 择时（回测证明不加分）。策略与回测见 wiki/strategies/宏观量化策略框架.md 与 skills/etf-momentum/research/findings_macro_overlay.md。

pantheon-org Bundle

Create a new .context/ file (plan, finding, or analysis) with standard YAML frontmatter. Use when documenting a decision, writing an implementation plan, recording research findings, or capturing analysis output. DO NOT use for ephemeral notes, secrets storage, or skill remediation plans (use skill-auditor remediate instead). Triggers: 'create a plan', 'new finding', 'document this', 'write analysis', 'new context file', 'capture findings', 'draft a plan', 'record decision'.

pantheon-org Bundle

Assess whether an external GitHub repo, file, project fits the skill-quality-auditor project: what it actually is (not what its name implies); whether it overlaps existing capability (D1-D9 scorers, validate, duplication, eval runner, helper skills); whether it belongs in the Go CLI versus a helper skill; what is worth learning from even a rejected source; whether the project needs it. Ends by writing a house-standard FINDING, flagging any binding decision for ADR capture. Use when someone links an external repo, file, project asking whether it fits, whether we can learn from it, whether we need it. Do NOT use for reviewing internal code (use review-changes), scoring a SKILL.md (use skill-quality-auditor), doing web research (use deep-research). Triggers: 'does this repo fit', 'evaluate this project', 'assess this external repo', 'would this fit our project', 'can we learn from', 'is this worth adopting', 'fit assessment', 'should we import', 'should we port this'.

shep-ai Bundle

Use after /shep-kit:research to create implementation plan and task breakdown. Triggers include "plan", "implementation plan", "break down tasks", "create tasks", or explicit /shep-kit:plan invocation. Part of the Shep autonomous SDLC platform — https://shep.bot

shep-ai Bundle

Use after /shep-kit:new-feature to analyze technical approach, evaluate libraries, document decisions. Triggers include "research", "technical analysis", "evaluate options", "which library", or explicit /shep-kit:research invocation. Part of the Shep autonomous SDLC platform — https://shep.bot