Drain queued ★ Insight candidates (harvested from your sessions) into the wiki as a reviewed PR. For each candidate it researches and verifies the best-practice against real…
Research past work and structure a knowledge work plan. Use when starting strategy docs, campaign plans, content briefs, research synthesis, or operational playbooks.
Research a topic from the last X days on Reddit + X + Web. Specify number of days as first argument.
Use for open-ended analysis, ideation, strategy, learning, research planning, and "outside the box" problem solving.
End-to-end Codex-native Amazon FBA research workflow using LaunchFast MCP. Use when the user wants a single report covering product research, IP risk, supplier sourcing, and PPC…
Codex-native multi-keyword Amazon opportunity scan using LaunchFast MCP. Use when the user wants to research 1-10 keywords, compare niches, or decide whether a product idea is a…
Transform feature descriptions into well-structured beads with parallel research and multi-phase planning
Style pack from a rotoscoped clip: measure its traces and drawings into knob values and statistic bands, prove the bands against adversarial controls, and check new scenes against…
Write the least code that works, and cut what an AI agent over-built. Use on any coding task: write, fix, refactor, or review a diff.
Run metric-driven iterative optimization loops -- define a measurable goal, run parallel experiments, measure each against hard gates or LLM-as-judge scores, keep improvements,…
Generate a detailed implementation plan from research findings. Writes an annotatable plan to plan.md.
deep-research보다 훨씬 적은 토큰·에이전트로 빠르게 조사하는 축소판 리서치 스킬. "가볍게 조사해줘", "간단히 찾아봐줘", "라이트 리서치", "축소 리서치", "딥리서치 말고 가볍게", "토큰 아껴서 조사해줘" 같은 표현이 나오면 반드시 사용한다.
Creates a structured annotation note in references/ with sections for research question, data, findings, and relevance. Use when documenting a paper.
The delivery-and-observability lens for a frontend build — where the suite's ethics becomes a launch gate.
Author a verification-grounded math-explainer over typed MathClaim/MathExplainer rows: each claim pins intuition + a runnable CI-checked example gate + assumptions/regime + a…
6つの検索API（Tavily/SerpAPI/Brave/NewsAPI/Reddit/Perplexity）を統合した最強リサーチシステム。 深層調査から出典付きレポート生成まで自動実行。 Use when: (1) user says「徹底調査」「深層リサーチ」「完全調査」「mega-research」, (2) user needs…
Mechanist's single conversational front door, with three parallel tracks: (A) when the user wants to run an experiment, work out the research requirements through conversation,…
Migrate code from Perplexity's Sonar API (chat completions) to the Agent API (/v1/agent, responses.create).
Find the assumption a decision hangs on and design a low-cost, reversible experiment that tests it within a week or the cycle you set.
Podejmij zadanie z obecnego sprintu projektu monolynx. Waliduje branch, uruchamia Researchera, dobiera zespol agentow i prowadzi rownolegle prace z obowiazkowym krytykiem.
Podejmij prosty ticket (max 3 SP) z biezacego projektu Monolynx. Uproszczony flow: 1 dev + krytyk jako zwykle subagenty (bez Agent Teams).
Explore a research question through several independent analytical perspectives and synthesize their agreements and disagreements.
Research what people actually say about any topic in the last 30 days. Pulls posts and engagement from Reddit, X, YouTube, TikTok, Hacker News, Polymarket, GitHub, and the web.
Documents a Claude Code installation - local setup, plugins and mods, hook/context architecture, web research; refresh regenerates guides older than the installed brewdoc.
Produces a research-backed negotiation prep packet for a specific contract or renewal — market data, supplier financial health, competitive alternatives, prioritized levers,…
Guide for using the NeuroLink SDK and CLI. Invoke when users ask how to use neurolink, integrate AI providers, add MCP tools, configure RAG, set up memory, deploy servers, or work…
Turn a brief (a request plus source documents and/or reference media, e.g. a document like examples/channelrhodopsin/sources/Nobel_Med_2026.md) into a delivered molecular…
Create a new researcher agent with web-fetched research papers and agent definition
Scaffold a new research project with standard directory structure, CLAUDE.md template, and documented README.
Research business domain from company documents and stakeholder interviews. 5 business personas, 3 interview modes. Builds knowledge base for process mapping.
Step 1 of the Nortropic pipeline — turns a client research.md into a complete PROJECT-BRIEF.md via the project-planner agent. User-triggered only.
Gathers knowledge from web and files, cross-references across multiple sources, and produces cited research documents.
最高精度統合リサーチ。Grok-4 Live Search + Exa(81%/1.4s) + Tavily + Brave + NewsAPI + GIS 31ソース +…
Research topics, manage watchlists, get briefings, query history. Also triggered by 'last30'. Sources: Reddit, X, YouTube, web.
Search academic papers via OpenAlex API for open citation data, institutional affiliations, and funding information.
Help find good research ideas and navigate early PhD years following Prof. Bingsheng He's (NUS) PhD Survival Guide.
Help prepare academic presentations, slides, and posters following Prof. Bingsheng He's (NUS) guidelines.
Public social channels command center — X/Twitter, LinkedIn, Threads, Bluesky, Mastodon. Routes reads via x-research-skill + x-mcp (or mcp__x-mcp__*), posts via Typefully MCP…
Use when you need to discover Solana programs, read their documentation, list instructions and account types, or get an AI-generated analysis — all via Orquestra MCP only.
Maintains a persistent, folder-based log of all agentic-os experiment runs. Each run writes one dated file to context/experiment-log/ and updates index.md.
Push interfaces past conventional limits with technically ambitious implementations. Whether that's a shader, a 60fps virtual table, spring physics on a dialog, or scroll-driven…
Build work collaboratively in reviewable pieces, handing each piece back for review before starting the next, so the person stays in the lead and steers while the work happens…
Validate and upload narrated paper videos to Bilibili with biliup. Handles required landscape-first/portrait-second submissions, series uploads, CST scheduling, diagnostics,…
Zero-context verification that every number, comparison, and scope claim in the paper matches raw result files.
Zero-context verification that every number, comparison, and scope claim in the paper matches raw result files.
Design and prototype in Paper Design (app.paper.design) — read/write designs via MCP, convert to React/Tailwind code, import HTML/CSS, sync design tokens.
Download the TeX source (e-print tar.gz) of an arXiv paper from an arXiv URL or bare ID, and unpack it into paper_src/.
Generate a conference poster (article + tcbposter LaTeX → A0/A1 PDF + editable PPTX + SVG) from a compiled paper.
DEFAULT poster pipeline — build an academic conference poster (ICML/NeurIPS/ICLR/CVPR/...) as a single HTML/CSS file with measurement-driven hard gates, real paper figures, a…
从 ~/papers/ 论文库中检索已读论文。支持按关键词、tag、作者、年份、最低评分过滤。每条返回一句话核心收获 + 跨论文关联建议。当用户想知道'我之前读过哪些相关的'、'我打过 5 星的 VLA 论文有哪些'、或想在写作中复用过往笔记时使用。
Revise papers based on reviewer feedback. Map reviewer concerns to specific sections, apply targeted edits, run additional experiments if needed, and verify improvements.
Generate conference presentation slides (beamer LaTeX → PDF + editable PPTX) from a compiled paper, with speaker notes and full talk script.
Convert Beamer PDF slides into a fail-closed narrated MP4 with page-aligned narration, TTS audio, cover, and upload metadata.
End-to-end conference talk pipeline: paper → slide outline → Beamer + PPTX → per-page polish → assurance checks (claim / citation / anonymity) → final export and report.
Automated pipeline: paper (PDF or TeX source) → SUSTech Beamer slides (11-section 论文分享 structure) → compiled PDF.
Orchestrate a paper PDF through MinerU, SUSTech Beamer slides, complete Chinese narration, landscape and portrait video, metadata gates, and Bilibili upload.
Use when user needs academic diagrams, methodology figures, statistical plots, or presentation slides from text descriptions or data files.
ONLY use when user explicitly says 'deep research', 'exhaustive', 'comprehensive report', or 'thorough investigation'. Slower and more expensive than parallel-web-search.
DEFAULT for all research and web queries. Use for any lookup, research, investigation, or question needing current info. Fast and cost-effective.
Applique les 26 regles de neuropedagogie pour concevoir ou ameliorer un contenu pedagogique. Transforme un contenu informatif en experience d'apprentissage ancree.