SkillCheckCategoriesMethodology

Search & Research

1895 items (showing top 200)

100 research SkillSearch & Research
Investigate a question against high-trust primary sources and capture the findings as a Markdown file in the repo. Use when the user wants a topic researched, docs or API facts gat
100 amplitude-automation SkillSearch & Research
Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts, user identification. Always search tools first for current schemas.
100 api-documenter SkillSearch & Research
Master API documentation with OpenAPI 3.1, AI-powered tools, and modern developer experience practices. Create interactive docs, generate SDKs, and build comprehensive developer po
100 cog-daily-intelligence SkillSearch & Research
Generate personalized verified news briefs with 7-day freshness and 95%+ source accuracy
100 langchain-retriever SkillSearch & Research
LangChain retriever implementation with various retrieval strategies for RAG applications
100 llamaindex-agent SkillSearch & Research
LlamaIndex agent and query engine setup for RAG-powered agents
100 rag-chunking-strategy SkillSearch & Research
Document chunking with multiple strategies including semantic, recursive, and fixed-size chunking
100 rag-embedding-generation SkillSearch & Research
Batch embedding generation with caching, rate limiting, and multiple provider support
100 rag-query-transformation SkillSearch & Research
Query expansion, HyDE, and multi-query generation for improved retrieval
100 rag-reranking SkillSearch & Research
Cross-encoder reranking and MMR diversity filtering for improved retrieval quality
100 hyperflow-cache SkillSearch & Research
Hyperflow memory manager. Use to view, search, add, edit, prune, or clear hyperflow project memory — "show memory", "search memory for X", "clear memory", "what does hyperflow reme
100 aaai-author-response SkillSearch & Research
Use when drafting an AAAI author response (rebuttal) under the single short character-limited author-feedback window, the no-URL rule, no-new-results guidance, AI-generated-review
100 aaai-supplementary SkillSearch & Research
Use when organizing AAAI supplementary material, including the technical appendix, multimedia appendix, and code/data ZIPs, while respecting that AAAI supplements are due with the
100 aamas-author-response SkillSearch & Research
Use when drafting an AAMAS rebuttal to preliminary OpenReview reviews, covering the double-blind constraint, the no-new-results and no-revised-paper norms, how to answer game-theor
100 aamas-camera-ready SkillSearch & Research
Use when preparing an accepted AAMAS paper for the IFAAMAS open-access camera-ready, covering author de-anonymization, proceedings metadata, two-column reflow of game figures and l
100 aamas-reproducibility SkillSearch & Research
Use when strengthening AAMAS reproducibility evidence for interaction claims, including proofs and game definitions, opponent and population sets, self-play protocols, random seeds
100 aamas-submission SkillSearch & Research
Use when auditing an AAMAS main-track submission for OpenReview readiness, the 8-page-plus-references limit, the full-paper versus 2-page extended-abstract choice, double-blind ano
100 aamas-supplementary SkillSearch & Research
Use when preparing AAMAS supplementary material - proofs, extended game and mechanism definitions, extra multiagent experiments, opponent-set details, and the anonymized artifact z
100 aamas-workflow SkillSearch & Research
Use when planning an AAMAS project timeline from venue fit through abstract, full-paper or extended-abstract upload, supplementary material, the double-blind rebuttal, decision, IF
100 acl-related-work SkillSearch & Research
Use when positioning an ACL submission against the NLP literature, covering ACL Anthology citation practice, arXiv-versus-published version citation, concurrent LLM-era preprints,
100 acl-reproducibility SkillSearch & Research
Use when strengthening reproducibility evidence for an ACL paper reviewed through ACL Rolling Review, covering the Responsible NLP checklist end to end, hyperparameter and compute
100 acl-review-process SkillSearch & Research
Use when reasoning about how an ACL paper travels through ACL Rolling Review and conference commitment, covering reviewer and area-chair roles, meta-reviews, the commitment decisio
100 acl-submission SkillSearch & Research
Use when auditing an ACL submission before an ACL Rolling Review cycle deadline, covering long/short paper page budgets, the mandatory Limitations section, Responsible NLP checklis
100 acl-supplementary SkillSearch & Research
Use when organizing appendices and supplementary material for an ACL paper under ACL Rolling Review, covering the mandatory Limitations and optional ethics sections, appendices aft
100 ccs-camera-ready SkillSearch & Research
Use when preparing an accepted ACM CCS paper for the ACM Digital Library proceedings, covering de-anonymization, the ACM sigconf final format, ACM rights and eRights forms, badge p
100 ccs-submission SkillSearch & Research
Use when auditing an ACM CCS submission for HotCRP readiness, dual-cycle abstract registration and full-paper deadlines, the 12-page ACM sigconf body, anonymization, the ethics con
100 acmmm-reproducibility SkillSearch & Research
Use when strengthening the reproducibility of an ACM MM (ACM Multimedia) paper or preparing for the ACM MM Reproducibility track and ACM artifact badging — capturing environments,
100 aejmic-theory-model SkillSearch & Research
Use when the model setup, equilibrium concept, or proof architecture is the bottleneck for an American Economic Journal: Microeconomics (AEJ: Micro) manuscript — the central skill
100 aeri-theory-model SkillSearch & Research
Use when a model — a full theory paper's argument or the structural/conceptual scaffolding behind an empirical AER: Insights short-format manuscript — needs to be made minimal, so
100 aistats-author-response SkillSearch & Research
Use when drafting AISTATS author responses or author-reviewer discussion replies under OpenReview, covering text-only discussion, no-link guidance, no revised-paper upload, anonymi
100 aistats-camera-ready SkillSearch & Research
Use when preparing accepted AISTATS papers for PMLR camera-ready submission, covering the 9-page final body, two-column layout reflow, author de-anonymization, proceedings forms, m
100 aistats-submission SkillSearch & Research
Use when auditing an AISTATS submission for OpenReview readiness, abstract/full-paper deadlines, the 8-page submission body, double-blind anonymity, supplementary material, reprodu
100 aistats-supplementary SkillSearch & Research
Use when preparing AISTATS supplementary material, appendices, proof details, code/data archives, simulation scripts, additional tables, and anonymized artifacts under deadline, si
100 aistats-workflow SkillSearch & Research
Use when planning an AISTATS project timeline from venue fit through abstract submission, full-paper upload, supplementary material, review release, author-reviewer discussion, dec
100 ase-artifact-evaluation SkillSearch & Research
Use when preparing an accepted ASE (IEEE/ACM Automated Software Engineering) paper's tool and data for the Artifact Evaluation track, targeting the ACM Artifacts Available and Arti
100 ase-review-process SkillSearch & Research
Use when reasoning about how an ASE (IEEE/ACM Automated Software Engineering) research submission is evaluated, covering double-anonymous review, the early-rejection stage before r
100 ase-submission SkillSearch & Research
Use when auditing an ASE (IEEE/ACM Automated Software Engineering) research-track submission for HotCRP readiness, covering the ACM acmart sigconf template and the 10+2 page budget
100 asplos-author-response SkillSearch & Research
Use when drafting an ASPLOS author response inside the short fixed window — triaging reviews into factual errors versus questions versus disagreements, budgeting for the ~800 words
100 asplos-camera-ready SkillSearch & Research
Use when converting an ASPLOS acceptance or Major Revision decision into a publishable ACM paper within the six-week window — de-anonymization, ACM rights and template obligations,
100 asplos-experiments SkillSearch & Research
Use when designing or auditing the evaluation of an ASPLOS paper — choosing among real silicon, FPGA prototypes, and simulators with cycle-accuracy caveats stated, selecting worklo
100 asplos-related-work SkillSearch & Research
Use when positioning an ASPLOS submission against three communities' literatures at once — covering the architecture, OS/systems, and PL/compiler lanes plus accelerator and prior-A
100 atc-artifact-evaluation SkillSearch & Research
Use when packaging an ATC (ACM SIGOPS Annual Technical Conference, formerly USENIX ATC) artifact for the USENIX-lineage evaluation scheme — earning the Artifacts Available, Artifac
100 atc-experiments SkillSearch & Research
Use when designing or auditing the evaluation of an ATC (ACM SIGOPS Annual Technical Conference, formerly USENIX ATC) systems paper — matching evidence to the claim with real testb
100 atc-reproducibility SkillSearch & Research
Use when building the reproducibility story for an ATC (ACM SIGOPS Annual Technical Conference, formerly USENIX ATC) systems paper — pinning testbed and software environments, prov
100 atc-submission SkillSearch & Research
Use when auditing an ATC (ACM SIGOPS Annual Technical Conference, formerly USENIX ATC) submission for HotCRP readiness — the paired two-page extended abstract plus full paper, the
100 amann-organizing-framework SkillSearch & Research
Use when building the novel integrative framework that an Academy of Management Annals (Annals) review must deliver — the theory-advancing "new way of seeing the field" that is the
100 amj-topic-selection SkillSearch & Research
Use when scoping or sanity-checking a research question for an Academy of Management Journal (AMJ) manuscript — fit, theory-drivenness, and feasibility. Decides whether the idea ca
100 aos-literature-positioning SkillSearch & Research
Use when situating an Accounting, Organizations and Society (AOS) manuscript in the literature — entering one of the journal's own long-running conversations, engaging the interdis
100 acr-rebuttal SkillSearch & Research
Use when responding to 《会计研究》 (Accounting Research) reviewer reports / an R&R — drafting a point-by-point response letter and 修改说明 that addresses accounting-measure construction, i
100 acr-tables-figures SkillSearch & Research
Use when finalizing tables and figures for a 《会计研究》 (Accounting Research) manuscript — keeping the main table lean, reporting coefficients with the right precision, and interpretin
100 acr-topic-selection SkillSearch & Research
Use when framing or sharpening a topic for 《会计研究》 (Accounting Research) — turning a generic "X affects Y" empirical idea into an accounting contribution anchored in China's institu
100 acr-workflow SkillSearch & Research
Use when deciding which acr-* sub-skill to invoke next, or when sequencing manuscript work from fit positioning through rebuttal for 《会计研究》 (Accounting Research). Routes — does not
100 agsy-reproducibility-and-data-policy SkillSearch & Research
Use when preparing the data, code, and model materials for an Agricultural Systems (AgSy) manuscript. AgSy applies Elsevier's research-data policy, which treats software, code, and
100 agsy-systems-framing-and-modeling SkillSearch & Research
Use when framing the system and describing the model for an Agricultural Systems (AgSy) manuscript — defining system boundaries, components, hierarchical levels, and feedbacks, the
100 field-crops-research SkillSearch & Research
Use when targeting Field Crops Research or deciding whether an agronomy / crop-physiology manuscript fits this venue. Encodes the journal's fit, the field-scale multi-environment a
100 geology SkillSearch & Research
Use when targeting Geology (GSA) or deciding whether a short, high-impact geoscience research letter fits this venue. Encodes the journal's broad-significance-in-tight-length fit,
100 water-resources-research SkillSearch & Research
Use when targeting Water Resources Research (WRR) or deciding whether a hydrology / water-science manuscript fits this venue. Encodes the journal's fit, the quantitative water-scie
100 amanthro-review-process SkillSearch & Research
Use when you need to understand how American Anthropologist (AA) evaluates a manuscript — editorial screening, anonymous peer review under an ethics of care, the four-field editori
100 aerj-review-process SkillSearch & Research
Use to understand how an American Educational Research Journal (AERJ) manuscript will be judged — masked/double-anonymous peer review, desk screening, integrated-journal fit, and d
100 aerj-tables-figures SkillSearch & Research
Use when building tables and figures for an American Educational Research Journal (AERJ) manuscript. Exhibits must be self-contained, accessible, and formatted to APA 7th edition,
100 aerj-transparency-and-data-policy SkillSearch & Research
Use when preparing the transparency, reporting, and data-availability materials for an American Educational Research Journal (AERJ) manuscript. AERJ expects work to meet the AERA S
100 neurips-camera-ready SkillSearch & Research
Use when preparing accepted NeurIPS papers for camera-ready upload, de-anonymization, final checklist, code/data release, OpenReview metadata, and post-acceptance obligations.
100 activecampaign-automation SkillSearch & Research
Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas.
100 ai-dev-jobs-mcp SkillSearch & Research
Search indexed AI and ML jobs, inspect listings and employers, match roles, and view salary and market stats via AI Dev Jobs MCP
100 ai-engineer SkillSearch & Research
Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI integrations.
100 ai-ml SkillSearch & Research
AI and machine learning workflow covering LLM application development, RAG implementation, agent architecture, ML pipelines, and AI-powered features.
100 airtable-automation SkillSearch & Research
Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas.
100 algolia-search SkillSearch & Research
Expert patterns for Algolia search implementation, indexing
100 apify-market-research SkillSearch & Research
Analyze market conditions, geographic opportunities, pricing, consumer behavior, and product validation across Google Maps, Facebook, Instagram, Booking.com, and TripAdvisor.
100 arrowspace SkillSearch & Research
Spectral vector search using graph Laplacian eigenstructure. Use when cosine/L2 similarity misses latent structure in your embeddings.
100 asana-automation SkillSearch & Research
Automate Asana tasks via Rube MCP (Composio): tasks, projects, sections, teams, workspaces. Always search tools first for current schemas.
100 auto-research SkillSearch & Research
Research uncertain questions with an explicit, user-approved web search or ChatGPT consultation, then present options and wait for implementation approval.
100 market-research SkillSearch & Research
Conduct market research, competitive analysis, investor due diligence, and industry intelligence with source attribution and decision-oriented summaries. Use when the user wants ma
100 deep-research SkillSearch & Research
Multi-source deep research using firecrawl and exa MCPs. Searches the web, synthesizes findings, and delivers cited reports with source attribution. Use when the user wants thoroug
100 exa-search SkillSearch & Research
Neural search via Exa MCP for web, code, and company research. Use when the user needs web search, code examples, company intel, people lookup, or AI-powered deep research with Exa
97 convex-agent SkillSearch & Research
Add an AI agent / RAG backend (@convex-dev/agent) to the Convex app.
97 doc-generation SkillSearch & Research
Guide for regenerating Axone contract schemas and rendered Markdown docs. Use when contract APIs or metadata change, when checking generated-doc drift, or when preparing documentat
95 anachb SkillSearch & Research
Austrian public transport (VOR AnachB) for all of Austria. Query real-time departures, search stations/stops, plan routes between locations, and check service disruptions. Use when
95 research-orchestration SkillSearch & Research
Parallel research agent orchestration dispatching 5-10 concurrent agents for comprehensive multi-source research with synthesis and validation.
95 spec-creation SkillSearch & Research
Feature specification creation from codebase research. Produces requirements, acceptance criteria, architecture decisions, implementation plans, and risk analysis.
95 embedding-strategies SkillSearch & Research
Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality
95 hybrid-search-implementation SkillSearch & Research
Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.
95 rag-implementation SkillSearch & Research
Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&
95 similarity-search-patterns SkillSearch & Research
Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance.
95 minimax-web-search SkillSearch & Research
Search the web for current information using the web_search tool
94 PageIndex SkillSearch & Research
Use this skill when the user wants to use PageIndex for 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG.
94 TFB SkillSearch & Research
Use this skill when the user wants to use TFB for [PVLDB 2024 Best Paper Nomination] TFB: Towards Comprehensive and Fair Benchmark.
94 TagTinker SkillSearch & Research
Use this skill when the user wants to use TagTinker for Flipper Zero app for ESL research using IR. All based on https://www.furrtek.org.
94 ag-2 SkillSearch & Research
ag — The Silver Searcher CLI. Blazingly fast code search tool. Like grep but optimized for source code.
94 aichat SkillSearch & Research
Use this skill when the user wants to chat with LLMs from the terminal — OpenAI, Claude, Gemini, local models, RAG, and multi-turn conversations without leaving the shell.
94 apropos SkillSearch & Research
Use this skill when the user needs to search manual page names and descriptions for keywords.
94 atuin SkillSearch & Research
atuin — magical shell history with sync, search, and stats
94 Academic Paper Citation Network Mapper SkillSearch & Research
Builds citation networks from Semantic Scholar API and CrossRef DOI metadata. Visualizes paper influence graphs using NetworkX, identifies seminal works, and tracks research lineag
94 Add managed long-term memory to LangGraph agents with LangMem SkillSearch & Research
Give LangGraph agents memory management and search tools so they can store, retrieve, and update durable facts across sessions.
94 Ahrefs Keyword Gap Analysis Skill SkillSearch & Research
Identifies keyword opportunities by comparing competitor rankings using Ahrefs' /v3/site-explorer/organic-keywords API endpoint. Calculates traffic potential from search volume, CP
94 AIHOT News SkillSearch & Research
Retrieve Chinese AI news, recent topic search, event timelines and briefs from AIHOT's anonymous read-only Agent API. Use for current AI developments with original-source links.
94 Apply structural codemods across large codebases with Comby SkillSearch & Research
Rewrite recurring code patterns with syntax-aware matching so agents can run migration codemods more safely than plain regex search and replace.
94 Atlassian Rovo MCP Server SkillSearch & Research
The Atlassian Rovo MCP Server bridges your Atlassian Cloud workspace with any MCP-compatible client. Search and summarize Jira issues, create tickets from natural language, update
94 Automate NotebookLM Studio generation and cited research batches with notebooklm-mcp SkillSearch & Research
Use NotebookLM through MCP or a local REST API to run cited Q&A, generate Studio artifacts, and manage high-volume research batches.
94 Benchmark agent memory and RAG systems with MemoryBench SkillSearch & Research
Use MemoryBench to run repeatable conversational memory and RAG benchmarks across providers, datasets, judge models, checkpoints, and structured reports.
94 Benchmark deep research agents across factual, quality, and process dimensions with MiroEval SkillSearch & Research
Score deep research agents on benchmark tasks using factual verification, report-quality scoring, and process evaluation before model or workflow changes ship.
94 Benchmark enterprise RAG agents with EnterpriseRAG-Bench SkillSearch & Research
Use EnterpriseRAG-Bench to evaluate an enterprise RAG or knowledge-agent system against a realistic synthetic company corpus with answer, recall, and comparative scoring.
94 Build a self-updating agent memory graph with GBrain SkillSearch & Research
Use GBrain to give OpenClaw or Hermes-style agents a local knowledge brain with markdown ingestion, entity links, hybrid search, scheduled consolidation, and MCP access.
94 Build and validate Shopify apps with the official Shopify AI Toolkit SkillSearch & Research
Connect agents and IDE assistants to Shopify docs, API schemas, code validation, and store-management workflows through Shopify's official toolkit.
94 Build document-grounded agent context workflows with RAGFlow SkillSearch & Research
Use RAGFlow to ingest complex documents, build governed RAG knowledge bases, and give agents higher-fidelity context for retrieval-augmented workflows.
94 Build document search layers for AI apps with Morphik SkillSearch & Research
Ingest documents into Morphik, expose retrieval over AI-app knowledge, and tune document search quality before handing context to agents or RAG workflows.
94 Build enterprise RAG and agent workflows with Bisheng SkillSearch & Research
Use Bisheng to assemble, evaluate, and publish enterprise RAG and agent workflows across internal data, models, and business users.
94 Build graph-based retrieval workflows with GraphRAG SkillSearch & Research
Index private text into graph-backed retrieval structures, tune prompts, and query the resulting knowledge graph for RAG workflows.
94 Build graph RAG context with Neo4j LLM Graph Builder SkillSearch & Research
Convert a bounded document set into a Neo4j knowledge graph, inspect extracted nodes and relationships, and use it for graph-backed RAG.
94 Build multimodal retrieval context layers with Deep Lake SkillSearch & Research
Store raw multimodal data, embeddings, and vector-search indexes in Deep Lake so agents can retrieve grounded context for RAG and analysis workflows.
94 Build navigable codebase knowledge graphs with Understand Anything SkillSearch & Research
Turn a repository or wiki into an interactive knowledge graph that agents and humans can search, explore, and query before implementation work.
94 Build source-owned API and MCP documentation with Sourcey SkillSearch & Research
Use Sourcey to turn OpenAPI, MCP, Doxygen, godoc, rustdoc, MkDocs, and Markdown sources into static documentation, search, code samples, changelogs, roadmaps, and LLM context expor
94 Build versioned technical docs sites with search and navigation using Material for MkDocs SkillSearch & Research
Use Material for MkDocs to turn Markdown documentation into a searchable, navigable static site with project-ready configuration and previews.
94 Bundle and validate OpenAPI files into one publishable spec with swagger-cli SkillSearch & Research
Resolve multi-file OpenAPI definitions into one validated artifact before docs, code generation, or CI gates depend on the spec.
94 Calculate routes, ETAs, and place lookups inside agent planning workflows with TomTom MCP SkillSearch & Research
Gives an MCP-compatible agent structured place search, geocoding, routing, ETA, traffic, and map lookups so travel, field-service, and logistics tasks can stay inside an automated
94 Capture polished terminal screenshots for docs and changelogs with termshot SkillSearch & Research
Render clean terminal screenshots with stable framing before publishing documentation, release notes, or runbooks.
94 Capture, search, and optionally sync local coding-agent session history across Claude Code, Codex, Cursor CLI, and Gemini with SpecStory SkillSearch & Research
Use SpecStory when valuable coding-agent decisions keep disappearing into terminal history and you need one cross-agent workflow to auto-save, search, summarize, and optionally sha
94 Catch common misspellings in code and docs before review churn with codespell SkillSearch & Research
Run a fast typo pass across source files and documentation so common misspellings are fixed before they spread through reviews and releases.
94 activecampaign-automation SkillSearch & Research
Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas.
94 ai-dev-jobs-mcp SkillSearch & Research
Search 8,400+ AI and ML jobs across 489 companies, inspect listings and employers, match roles, and view salary and market stats via AI Dev Jobs MCP
94 ai-ml SkillSearch & Research
AI and machine learning workflow covering LLM application development, RAG implementation, agent architecture, ML pipelines, and AI-powered features.
94 ask-heurist SkillSearch & Research
Crypto Q&A and research agent for traders covering token analysis, market trends, and trading strategies.
94 tron SkillSearch & Research
Tron (TVM) support via the ChainGPT plugin — at parity with the EVM + Solana surfaces. Read balances/resources/tx, research (DexScreener), risk (GoPlus), build UNSIGNED native TRX
94 update SkillSearch & Research
Check for and apply updates to the ChainGPT skill. Use when: update chaingpt, update skill, check for updates, latest version, outdated docs, new api features.
94 crypto-news-agent SkillSearch & Research
AI Agent Skill for latest crypto news on ShibClaw platform
94 emblem-ai-prompt-examples SkillSearch & Research
Curated prompt and usage examples for research, portfolio review, quote requests, approval-gated drafts, NFT discovery, prediction-market analysis, and assistant workflows. Emphasi
94 erc-8004-agent-registry SkillSearch & Research
On-chain registry for AI agent discovery, scoring, and validation with semantic search and trending metrics.
94 erc-8004-registry SkillSearch & Research
On-chain AI agent registry with semantic search, trending agents, and reputation scoring.
94 erc8004-registry SkillSearch & Research
Semantic search and discovery of on-chain AI agents across 22+ blockchain networks.
94 market-sentiment SkillSearch & Research
Analyze market sentiment for stocks and crypto using Reddit, news headlines, and fear/greed indicators. Get a quick read on crowd psychology before trading.
94 web3-airdrop-agent SkillSearch & Research
Privacy-first Web3 AI agent delivering real-time insights on airdrops, markets, and on-chain activity for automated research.
94 grok-research SkillSearch & Research
Aggressive web research and information synthesis via Grok-compatible API. Provides structured JSON with sources. Use when: searching latest info, verifying facts, technical docs r
94 spoonos-application-templates SkillSearch & Research
Ready-to-use agent application templates for common Web3 use cases. Use when building trading bots, NFT minters, DAO assistants, portfolio managers, or research agents with SpoonOS
94 aicoin-onchain SkillSearch & Research
Use this skill for **on-chain DEX trading and wallet operations on EVM/Solana chains**: token swap quotes, swap execution, wallet portfolio/balance queries, gas estimation, transac
94 ask-heurist-agent SkillSearch & Research
Crypto Q&A research agent for token analysis, market trends, trading strategies, and macro news.
94 coinmarketcap-mcp-skill SkillSearch & Research
Use CoinMarketCap MCP through UXC for crypto market quotes, technical analysis, on-chain metrics, global market overview, narratives, macro events, news, and semantic search with h
94 defillama-agent SkillSearch & Research
Search and compare yield opportunities across all DeFi protocols and chains with risk scoring.
94 defillama-yield-agent SkillSearch & Research
Search and compare yield opportunities across all DeFi with risk-adjusted scoring and recommendations.
94 defillama-yield-aggregator SkillSearch & Research
Search and compare yield opportunities across all DeFi protocols and chains with risk scoring.
94 dexpaprika-dex-search SkillSearch & Research
Search 5M+ tokens and pools across DEXes with price and liquidity data.
94 gully-research-agent SkillSearch & Research
News and research analysis scanning web, Reddit, and news for prediction market signals.
94 sai-market-intel SkillSearch & Research
Autonomous AI agent providing market intelligence, crypto analysis, and web research with x402-enabled payments on Base.
94 ai-engineer SkillSearch & Research
Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI integrations.
94 arrowspace SkillSearch & Research
Spectral vector search using graph Laplacian eigenstructure. Use when cosine/L2 similarity misses latent structure in your embeddings.
93 analyze-paper-recovery SkillSearch & Research
Analyze the gap between a recovered paper result and the paper target, decide whether generated skills are acceptable, and produce actionable module-level feedback for another dist
93 paper-skills-distiller SkillSearch & Research
Orchestrate a paper-to-skills distillation loop for AI research papers supplied as local files, URLs, arXiv ids, or titles, optionally with a local or remote repository, by resolvi
93 plan-paper-skill-modules SkillSearch & Research
Analyze a local AI research paper, optionally using a local repository as supporting evidence, and produce a concise paper profile plus a validated module plan of at most five reus
93 prepare-paper-recovery-env SkillSearch & Research
Inspect, prepare, and document an isolated runtime environment for Paper2Skills recovery experiments, including package probes, model/cache checks, GPU status, bounded benchmark ac
93 recover-paper-result SkillSearch & Research
Reproduce a fast paper result using only the paper, module documents, generated module skills, and datasets, explicitly forbidding reads from the original source repository during
93 refresh-repo-skill SkillSearch & Research
Refreshes an existing repository-specific Agent Skill after the source repository changed. Use when the user says repo code, APIs, docs, examples, configs, dependencies, or behavio
93 retrieval-rag-and-data-pipelines SkillSearch & Research
Document preprocessing, LocalDB persistence, retriever indexing,
93 rag-memory SkillSearch & Research
AgentScope retrieval, vector-store, and long-term memory workflows.
93 backend-api SkillSearch & Research
Operates Airweave's backend API surface for search tiers,
93 mcp-search SkillSearch & Research
Operate the Airweave MCP search server in stdio and Streamable
93 aris SkillSearch & Research
Use ARIS, the Auto Research in Sleep skill-based research harness,
93 state-recovery-and-experiment-ops SkillSearch & Research
Use ARIS Research Wiki, project state files, session recovery,
93 workflow-routing-and-skill-catalog SkillSearch & Research
Choose ARIS research workflows, slash skills, skill groups, common
93 auto-deep-researcher-24x7 SkillSearch & Research
Operate the Deep Researcher Agent repository for autonomous deep-learning experiments, execution backends, provider/tool dispatch, GPU resources, durable progress, and research-sup
93 agent-tools-and-providers SkillSearch & Research
Configure providers and safely operate leader-worker dispatch, text tool calls, repository tools, and literature search.
93 skills-and-installation SkillSearch & Research
Operate safe Claude/Codex skill installation and research-support routes for papers, conferences, reports, and Obsidian.
93 auto-sklearn SkillSearch & Research
Route auto-sklearn AutoML estimator, data validation, search,
93 search-and-parallelism SkillSearch & Research
Control auto-sklearn search spaces, parallel resources, ensembles,
92 crest-recon SkillSearch & Research
Strategic context reconnaissance — read existing roadmaps, OKRs, competitive docs, and briefs to establish context before planning. Use when asked to "understand our strategy", "wh
92 echo-recon SkillSearch & Research
User research reconnaissance — survey existing personas, research docs, interview notes, and feedback artifacts to establish what is already known about users. Use when asked to "w
92 context-engineering SkillSearch & Research
Dynamic context injection, mode switching (dev/review/research), selective loading, and strategic compaction for token optimization.
92 codebase-sync SkillSearch & Research
Convention discovery and rule generation from codebase analysis. Scans project structure, builds search indexes, identifies patterns, and generates enforceable rules.
92 spec-driven-development SkillSearch & Research
Specification creation and management for the Pilot Shell methodology. Covers semantic search, clarifying questions, structured spec generation, and iterative refinement.
92 brainstorming SkillSearch & Research
Clarify vague requirements through exploratory questioning and option generation before committing to research or implementation.
92 autonomous-research-engineering SkillSearch & Research
Autonomous research engineering — web search orchestration, source synthesis, hypothesis formation, and structured research report generation.
92 documentation-generator SkillSearch & Research
Generate documentation for migrated systems including API docs, architecture docs, and runbooks
92 tuning-hyperparameters SkillSearch & Research
Optimize machine learning model hyperparameters using grid search, random
92 genkit-production-expert SkillSearch & Research
Build production Firebase Genkit applications including RAG systems,
92 generating-api-docs SkillSearch & Research
Create comprehensive API documentation with examples, authentication
92 batch-product-research SkillSearch & Research
92 launchfast-full-research-loop SkillSearch & Research
92 launchfast-ppc-research SkillSearch & Research
92 launchfast-product-research SkillSearch & Research
92 product-research SkillSearch & Research
91 notion-meeting-intelligence SkillSearch & Research
Prepare meeting materials with Notion context and Codex research; use when gathering context, drafting agendas/pre-reads, and tailoring materials to attendees.
91 notion-research-documentation SkillSearch & Research
Research across Notion and synthesize into structured documentation; use when gathering info from multiple Notion sources to produce briefs, comparisons, or reports with citations.
91 openai-docs SkillSearch & Research
Use when the user asks how to build with OpenAI products or APIs, asks about Codex itself or choosing Codex surfaces, needs up-to-date official documentation with citations, help c
91 openai-docs SkillSearch & Research
Use when the user asks how to build with OpenAI products or APIs, asks about Codex itself or choosing Codex surfaces, needs up-to-date official documentation with citations, help c
91 notion SkillSearch & Research
Search Notion and read/create/update pages and databases via Notion's official hosted MCP server. Tools are auto-discovered from the server at runtime.
91 websearch SkillSearch & Research
Search the web. Prefer Devo hosted web_search (provider-hosted tool or local Exa/Tavily). Fall back to Serper only when hosted search is unavailable. Use when the user asks to sear
91 deep-research SkillSearch & Research
Use when a question requires deep investigation using online information or web search, broad source-backed research, comparison of multiple perspectives, or synthesis beyond a qui
91 bug-triage SkillSearch & Research
Help clarify human bug reports, search for duplicates, and gather diagnostic evidence separately from a concise issue draft.
91 tool-difc-courts-search-sboghossian SkillSearch & Research
Use when searching DIFC Courts case law or checking case status for matters before the Dubai International Financial Centre Courts — an English common-law court in Dubai's financia
91 comparar-dictamenes-tomimastro069 SkillSearch & Research
Trigger: ''/comparar-dictamenes'', ''comparar dictamenes'', ''evolución de dictámenes''. Contrasta dos dictámenes sucesivos (ej. Dictamen 7 vs Dictamen 8) en docs/dictamen/ para an
91 generar-dictamen-tomimastro069 SkillSearch & Research
Trigger: ''/autoevaluacion'', ''/generar-autoevaluacion'', ''/generar-dictamen'', ''autoevaluacion'', ''generar autoevaluacion''. Genera un informe formativo de autoevaluación acad
91 ris-research-mburgler SkillSearch & Research
Use whenever the user asks about Austrian law — federal, state, district or municipal law, gazettes (Bundesgesetzblatt, Landesgesetzblätter), or case law from the Verfassungsgerich
91 australian-legal-research-acor8826 SkillSearch & Research
Comprehensive red-teamed Australian legal research on freely available databases — AustLII, CaseLaw NSW, the legislation registers, BarNet Jade (free tier), and web search. Two sta
91 australia-abn-lookup-nolpak14 SkillSearch & Research
Look up Australian businesses for free via the official ABN Lookup web services (Australian Business Register) - ABN, ACN, entity name, entity type, ABN status (active/cancelled),
91 wcc-bih-jeannesulzer SkillSearch & Research
War Crimes Chamber of the Court of Bosnia and Herzegovina (WCC-BiH) — Section I (War Crimes) of the State Court — research, drafting, and analysis. Use whenever the conversation in
91 second-brain SkillSearch & Research
Personal knowledge base powered by Ensue for capturing and retrieving understanding. Use when user wants to save knowledge, recall what they know, manage their toolbox, or build on
91 1ly-payments SkillSearch & Research
Agent-native payments via 1ly MCP. Use when the user needs x402 payment handling, to accept USDC for APIs/services, to pay for paid APIs, to create stores or paid links, need payme
91 openproof-skill SkillSearch & Research
Official OpenProof Client. Register agents and publish research to the Founding Corpus. Supports Articles (Markdown) and Papers (LaTeX/JSON)."
91 academic-citation-manager SkillSearch & Research
Add real references and standardize citations for research papers and theses (为科研论文和毕业论文添加真实参考文献并规范引用标注)
91 academic-deep-research SkillSearch & Research
Transparent, rigorous research with full methodology — not a black-box API wrapper. Conducts exhaustive investigation through mandated 2-cycle research per theme, APA 7th citations
91 academic-research SkillSearch & Research
Search academic papers and conduct literature reviews using OpenAlex API (free, no key needed). Use when the user needs to find scholarly papers by topic/author/DOI, explore citati
91 activity-notifier SkillSearch & Research
Broadcast agent activity status to Discord channel (thinking, tool use, web search, coding, done, error). Use for transparency so users know agent is working."
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