AI Ml AI agent skills

8,771 skills in the archive. Read a skill’s instructions or open its original repository.

• Hivemind Memory

  by @activeloopai

  Global team and org memory powered by Activeloop. ALWAYS check BOTH built-in memory AND Hivemind memory when recalling information.

• Voice Profile

  by @pedrohcgs

  Extract a written voice profile from your own prior papers, then use it to keep new drafts sounding like you. Reads a corpus one document at a time via subagents, produces a reusable profile on disk (lexicon, sentence rhythm,…

• Agb Anwaltsvertrag Und Allg Mandatsbedingungen

  by @Klotzkette

  Für AGB Anwaltsvertrag und Allg Mandatsbedingungen: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt. Fachgebiet: AGB-Recht-Prüfer. Route:…

• Agb Anwaltsvertrag Allg Mandatsbedingungen

  by @Klotzkette

  Für AGB Anwaltsvertrag und Allg Mandatsbedingungen: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt. Fachgebiet: AGB-Recht-Prüfer. Route: agb-anwaltsvertrag-allg-mandatsbedingungen.

• Agb Im Bankvertrag Sparkassen Und Banken

  by @Klotzkette

  Für AGB im Bankvertrag Sparkassen und Banken: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt. Fachgebiet: AGB-Recht-Prüfer. Route: agb-im-bankvertrag-sparkassen-und-banken.

• Agb Leasingvertrag Fortwirkung Schiedsklausel

  by @Klotzkette

  Für AGB im Leasingvertrag Fortwirkung: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt. Fachgebiet: AGB-Recht-Prüfer. Route: agb-leasingvertrag-fortwirkung-schiedsklausel.

• Agb Rechtswahl Schweizer Recht Rom I

  by @Klotzkette

  Für AGB Rechtswahl Schweizer Recht Rom I: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt. Fachgebiet: AGB-Recht-Prüfer. Route: agb-rechtswahl-schweizer-recht-rom-i.

• Agb Im Leasingvertrag Fortwirkung

  by @Klotzkette

  Für AGB im Leasingvertrag Fortwirkung: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt. Fachgebiet: AGB-Recht-Prüfer. Route: agb-im-leasingvertrag-fortwirkung.

• Agb Formulararbeitsvertrag 305ff Bgb

  by @Klotzkette

  Für Formulararbeitsvertrag: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Einreichungsplan mit Form- und Nachweischeck. Fachgebiet: AGB-Recht-Prüfer. Route: agb-formulararbeitsvertrag-305ff-bgb.

• Agb Begriff Vorformuliert 305

  by @Klotzkette

  Für AGB Begriff Vorformuliert 305: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt. Fachgebiet: AGB-Recht-Prüfer. Route: agb-begriff-vorformuliert-305.

• Agb Bei Iso Vertraegen International

  by @Klotzkette

  Für AGB bei Iso Verträgen International: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Schnittstellenkarte mit Zuständigkeits- und Nachweisfragen.

• Agb Bei Kreditvertraegen Verbraucherdarlehen

  by @Klotzkette

  Für AGB bei Kreditverträgen Verbraucherdarlehen: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt.

• Agb Preisanpassung Energie Stromgvv Gasgvv

  by @Klotzkette

  Für AGB Preisanpassung Energie Stromgvv Gasgvv: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt.

• Agb Im Arbeitsvertrag 310 Abs 4 Vertieft

  by @Klotzkette

  Für AGB im Arbeitsvertrag 310 Abs 4 Vertieft: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt.

• Agb Arbeitnehmerueberlassung Aueg

  by @Klotzkette

  Für AGB Arbeitnehmerüberlassung AÜG: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt.

• Agb Haftung Erfuellungsgehilfen

  by @Klotzkette

  Für AGB Haftung Erfüllungsgehilfen: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt.

• Agb Werkleistung Vob B Aktuell

  by @Klotzkette

  Für AGB Werkleistung VOB B Aktuell: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt.

• Agb Im Bauvertrag Vob B 2024

  by @Klotzkette

  Für AGB im Bauvertrag VOB B 2024: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt.

• Agb Vertragsstrafe 309 Nr 6

  by @Klotzkette

  Für AGB Vertragsstrafe 309 Nr 6: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt.

• Academic Humanizer

  by @AIScientists-Dev

  Improve the clarity and voice of AI-assisted academic writing (papers, theses, rebuttals) and funding proposals (NSF Project Summary/Description, NIH Specific Aims): preserve scholarly conventions, match claims to evidence (and,…

• Ktx

  by @Kaelio

  Installs and configures ktx, the open-source context layer for data agents — runs ktx setup non-interactively with hidden CLI flags, configures database connections and embeddings, installs agent integration, and verifies…

• Dbt Ingest

  by @Kaelio

  Map dbt `schema.yml` / `properties.yml` models and sources into ktx semantic-layer overlays and column notes. Covers `sources:` vs `models:`, column `data_tests` (not_null, unique, accepted_values, relationships), and how…

• Ktx Analytics

  by @Kaelio

  Use when answering a question that needs data from a ktx-connected database - investigating, analyzing, "how many", "show me", "what's the breakdown of", finding records by value, exploring tables, comparing periods, explaining…

• Metabase Ingest

  by @Kaelio

  Convert Metabase questions, models, and metrics into ktx Semantic Layer source definitions. Covers result-metadata to KSL column type mapping, FK/PK detection, near-duplicate deduplication, pre-aggregation decomposition,…

• Sl

  by @Kaelio

  ktx's semantic layer - a structured catalog of sources (tables/views), measures, joins, and segments expressed as YAML. Covers the schema and how to query it via `sl_query`. Use when the task involves querying pre-defined…

• Wiki Capture

  by @Kaelio

  ktx's knowledge base - wiki pages for durable, reusable business knowledge. Covers capture workflow for user preferences, metric definitions, organizational conventions, and cross-references between wiki pages and semantic-layer…

• Lookml Ingest

  by @Kaelio

  Map a LookML view/model/explore into ktx semantic layer sources. Covers the LookML to ktx primitive table, provenance tagging, and three worked examples (overlay, standalone from derived_table, standalone with sql_always_where).…

• Looker Ingest

  by @Kaelio

  Extract durable ktx knowledge and semantic-layer contribution proposals from staged Looker runtime dashboard, Look, and explore JSON. Load for WorkUnits whose raw files are under explores/, dashboards/, or looks/.

• Ingest Triage

  by @Kaelio

  Classify and resolve conflicts detected during bundle ingest (structural duplicates, definitional contradictions, near-duplicate clusters, re-ingest changes, evictions).

• Sigma Ingest

  by @Kaelio

  Extract durable ktx wiki knowledge from staged Sigma data model specs and workbook summaries. Load for WorkUnits with unitKey sigma-data-models or sigma-workbooks.

• Historic Sql Patterns

  by @Kaelio

  Identify recurring cross-table historic-SQL analytical intents from a bounded pattern shard and emit typed pattern evidence for deterministic wiki projection.

• Gdrive Synthesize

  by @Kaelio

  Synthesize durable KTX wiki pages from staged Google Drive document pulls. Load when a WorkUnit contains Google Doc raw files from `docs/**`.

• Historic Sql Table Digest

  by @Kaelio

  Convert one changed historic-SQL table usage bucket into typed table usage evidence for deterministic _schema projection.

• Live Database Ingest

  by @Kaelio

  Capture semantic-layer and knowledge updates from a live database schema snapshot.

• Integrate Agent Email

  by @amd

  Use when integrating the @amd-gaia/agent-email npm package — embedding the GAIA email agent (a local triage/draft/send sidecar) into a Node, TypeScript, or Electron app. Covers install, spawning the sidecar, calling the typed…

• Integrate Gaia

  by @amd

  Use when integrating the @amd-gaia/gaia npm package — running GAIA's flagship agent, or embedding its local sidecar into a Node, TypeScript, or Electron app. Covers the one-command path, the SHA-256 integrity gate, platform…

• Gaia Technical Presentation

  by @amd

  Generate a TECHNICAL slide presentation (engineering audience) from a source document as self-contained HTML that prints cleanly to PDF, one slide per page. Use when the user asks for a technical presentation, engineering…

• Gaia Executive Presentation

  by @amd

  Generate an EXECUTIVE slide presentation (leadership / decision-maker audience) from a source document as self-contained HTML that prints cleanly to PDF, one slide per page. Use when the user asks for an executive presentation,…

• Gaia Release

  by @amd

  Cut a GAIA release end-to-end: draft notes, open release PR, run pre-tag verification, push the tag, monitor the publish pipeline, and produce the Discord announcement. Also cuts release candidates (vX.Y.Z-rcN) for testing…

• Rss Digest

  by @amd

  Read an RSS or Atom feed and summarize the newest entries. Use when the user gives a feed URL, asks what a blog or release feed has published lately, or wants a digest of a site that offers a feed.

• Gaia Testing

  by @amd

  GAIA's multi-tier regression harness — runs unit, integration, and real-world (on-machine) tiers and brings back screenshots, logs, traces, planted-fact retrieval proof, and per-operation timing with anomaly flags, all collected…

• Gaia Build Agent

  by @amd

  Build a new GAIA agent with the SDK end-to-end: scaffold the package, write the Agent subclass, register @tool functions, compose reusable tool mixins, set the model + system prompt, and test it locally — then hand off to…

• Weekly Audit Patterns

  by @amd

  The non-obvious invariants of the proactive nightly Claude audit workflow (.github/workflows/claude-nightly-audit.yml): the day-of-week mode selector, the two-key dedup scheme (cluster_key per defect, dedup_key per location)…

• Security Assessment

  by @amd

  Assess a reported security vulnerability in GAIA and fill a PSIRT / JIRA triage: decide if it is valid & exploitable, whether it needs a CVE + bulletin, and produce the CVSS 4.0 score, CWE, and CVE description. Use when triaging…

• Github Issue Response

  by @amd

  Respond to a GitHub issue, PR comment, discussion reply, or review on amd/gaia. Use when writing any reply that will be posted to GitHub — triaging a bug report, answering a usage question, responding to a feature request,…

• Integrate Hub Agent

  by @amd

  Embeds one of this repo's pre-built hub agents (under hub/agents/) into a developer's own application. Use when a developer wants to integrate, add, embed, or wire a GAIA hub agent into their app, project, or codebase — e.g.…

• Adding Eval Scorecard

  by @amd

  Adopt the per-agent eval scorecard for a GAIA hub agent: write the harness→payload adapter, run the eval to produce a REAL scorecard, link + surface it from the agent's README, wire the release gate, and (for a new agent)…

• Pr Backlog Triage

  by @amd

  Interactively clear a backlog of open amd/gaia PRs to zero (or to a short, justified human-review list) by fanning out one isolated subagent per PR. Use when the user asks to 'audit open PRs', 'triage the backlog', 'fix CI and…

• Driving The Tui

  by @amd

  Use when testing or validating the GAIA TUI (tui/) by actually running it — driving screens, clicking and scrolling with the mouse, sending queries to an agent, capturing screenshots and video of a session, and reading its…

• Transcribe Meeting

  by @amd

  Transcribe and summarize a meeting recording — speaker-attributed transcript, corrected mis-hearings, then a brief with decisions and action items. Use whenever the user points at an audio or video file (.mp4, .mkv, .mov, .m4a,…

• Gaia Tui Manual

  by @amd

  The GAIA terminal UI (gaia-tui) — how to build it, launch it with a real pty, drive it through the loopback control API, choose a local or cloud model provider, and read its logs. Use when running, testing, debugging, or…

• Agent Hub Release

  by @amd

  Cut or wire a frozen-binary + npm sidecar release for a GAIA agent (the email-agent CI pipeline: freeze -> Agent Hub Worker /publish -> npm OIDC). Use when releasing or onboarding a sidecar agent under hub/agents/, or authoring…

• Github Triage

  by @amd

  Triage GitHub work with the gh CLI — your unread notification inbox, or one repository's issue backlog. Groups what arrived, judges what is urgent, and posts the reply once you approve it. Use when asked to triage issues or…

• Porting Agent To Hub

  by @amd

  Use when taking an existing in-repo GAIA agent to a published, day-one-usable hub package — porting a legacy agent under hub/agents/<id>/, deciding whether an agent should ship at all, or answering why an agent 'is not ready to…

• Analyzing Claude Sessions

  by @amd

  Analyze your own local Claude Code session transcripts to find what you actually use the agent for, how effective it is, where it fails, and what it costs. Use when asked to mine Claude Code sessions, extract use-cases or…

• Benchmarking The Agent

  by @amd

  Measure the flagship GAIA agent against Claude Code and across models — quality, truthfulness, steps, tokens, time and real cost — with `gaia eval tasks`. Use when asked to benchmark the agent, compare models or harnesses, check…

• Image Gen

  by @amd

  Turn a description into an image file with local Stable Diffusion, then iterate on it. Use when the user says draw, sketch, paint, render, "make a picture of", "generate an image", or asks for concept art, a thumbnail, a logo…

• Summarize

  by @amd

  Summarize a document, meeting transcript, or email — pick a style that matches what the content actually is, and fold long input forward in sections instead of losing the back half. Use when the user pastes or points at a…

• Testing The Gaia Agent

  by @amd

  Test the flagship GAIA agent end-to-end through the Go TUI — launch it, drive it without colliding with other agents, run the capability ladder, verify skills really call their tools instead of fabricating, and check the…

• Coding

  by @amd

  Work on a codebase — read, search, edit and verify source files. Use when the user asks to fix a bug, add a feature, refactor, explain code, make a test pass, or change anything in a repository. Covers finding the right file,…

• Daily Brief

  by @amd

  Compose a short briefing from several sources at once — headlines, tracked topics, and the user's own open items — as one digest instead of separate answers. Use when the user asks for a briefing, a digest, a rundown, or "what…

• Document Extract

  by @amd

  Enumerate every requested item in long text documents or transcripts, with fields and source evidence. Use for exhaustive inventories such as every exercise, action item, or finding; not ordinary summaries, general knowledge…

• Lemonade Client Patterns

  by @amd

  Patterns, gotchas, and conventions for threading changes through LemonadeClient, its callers, and the GAIA test suite. Apply when modifying lemonade_client.py, its providers, VLMClient, UI routers, or any file that calls…

• Check In

  by @amd

  Run a short personal check-in that picks up where the last one left off, following up on what the user said they would do and recording what changed. Use when the user says good morning, asks for a check-in, or asks what they…

• Data Explore

  by @amd

  Load messy tabular data into SQL scratchpad tables and answer questions with real queries instead of eyeballing. Use when the user has a CSV, spreadsheet, export, or pasted table and asks for totals, trends, outliers, or a…

• Document Brief

  by @amd

  Index a document or folder and answer questions about it with quotes from the source. Use when the user points at a PDF, contract, spec, report, or folder of files and asks what it says, what changed, or what they should worry…

• Source Watch

  by @amd

  Check a web page or feed for something worth telling the user about, remembering what was already reported so nothing repeats. Use when the user asks to watch, monitor, or check a URL for changes, new items, or a condition being…

• File Ops

  by @amd

  Read, write, and edit files on disk safely — locate the right file, change only what was asked, and confirm before anything destructive. Use when the user wants a file read, created, modified, or searched for by name or content.

• Newsletter Digest

  by @amd

  Condense newsletters, promotions, and other bulk mail into one short digest and clear them out. Use when the user asks what they missed in their subscriptions, wants a digest of bulk mail, or asks to clean up promotions.

• Meeting Scheduling

  by @amd

  Turn meeting requests in email into calendar decisions — accept, decline, or propose another time. Use when a message asks to meet, when the user asks about invitations, or when checking whether a proposed time is free.

• Recommendations

  by @amd

  Recommend films, books, games, restaurants, or gear using what the user has already said they like and dislike, plus a web search for current options. Use when the user asks what to watch, read, play, buy, or try next.

• Escalation Routing

  by @amd

  Decide which messages need attention now, which can wait, and which belong to someone else. Use when the user asks what is urgent, what needs escalating, what they should look at first, or who should handle something.

• Price Watch

  by @amd

  Check product pages for a price drop, comparing against the lowest price seen before and alerting only on a new low. Use when the user asks to watch a price, track a deal, or tell them when something gets cheaper.

• Research Report

  by @amd

  Research a topic on the open web and write a cited Markdown report. Use when the user asks for a report, a literature scan, a competitive landscape, or a "what's the current state of X" answer that needs sources.

• Action Item Extraction

  by @amd

  Pull the concrete commitments out of a thread — who owes what, by when. Use when the user asks what they need to do, what they promised, what is outstanding, or for action items from a conversation.

• Travel Itinerary

  by @amd

  Assemble scattered booking confirmations into one chronological itinerary. Use when the user asks about an upcoming trip, their flight or hotel details, or wants an itinerary built from their email.

• Inbox Triage

  by @amd

  Sort an inbox into what needs a reply, what needs a decision, and what is just noise. Use when the user asks to triage, catch up on, clean up, or make sense of their inbox.

• Gaia Harness Engineering

  by @amd

  Help a developer report a GAIA TUI, WebUI or agent problem, explicitly share a snapshot with Claude Code or Codex through MCP, and validate isolated worktree fixes.

• Gaia Voice

  by @amd

  How GAIA talks and what it must never claim. Always on — the agent's voice and its honesty floor, not a task recipe.

• Anything2explainer

  by @Vincentwei1021

  给一个主题，产出一条黑底 MG 风格（幕底可选星点或点阵波）、有配音字幕章节进度条的科普讲解视频（中文或英文；Remotion 代码动画；时长由用户定，常用 3–5 分钟）。内含可编译模板、图元库、配音/分镜/渲染工具、风格与动效规范、多 agent 分工协议与 QC 判据，以及一条完整样片（《RAG 与知识库》）作为质量标尺。Turn any topic into a narrated motion-graphics explainer video…

• Mantis Pipeline Adapter

  by @google

  Interactively guides the design and implementation of custom deterministic orchestrator harnesses. Use when a user wants to build their own pipeline to wrap and run Mantis skills reliably. Don't use for executing the default…

• Mantis Patch

  by @google

  Generates minimal security fixes using transactional isolation (shadow directories or file backups), applies patches, and verifies them. Use when security findings are successfully reproduced and need patches applied and…

• Mantis Calibrate

  by @google

  Calculates the final risk score based on empirical evidence and architectural impact. Use when findings have been fully processed by previous stages and you need to append final risk scores to the finding files. Don't use for…

• Mantis Advise

  by @google

  Proactive security advisor and architectural remediation assistant for secure code development. Use to query threat models, historical vulnerability lineages, verified patch patterns, triaged false positives, and learned…

• Mantis History

  by @google

  Analyzes the repository's version control system (VCS) history to extract past vulnerabilities, security fixes, and vulnerability patterns. Use as an initial pre-processing step to build a historical vulnerabilities database…

• Mantis Configure

  by @google

  Configures and validates Mantis pipeline environments, sandbox mechanisms, and AI models. Use to set up workflow.json, auto-detect host capabilities, switch between sandboxes (static-only, gvisor, microsandbox, gce), select AI…

• Mantis Plan

  by @google

  Formulates a targeted defensive security reviewing plan based on the active threat model and historical learnings. Use when starting a security review campaign to map the codebase boundaries and generate a roadmap…

• Mantis Critic

  by @google

  Assesses the production viability of findings, filtering out debug-only features and assertion traps. Use when findings have been validated and you need to confirm they are triggerable in production release builds (with…

• Mantis Threat Model

  by @google

  Synthesizes trust boundaries, attack surfaces, and attacker profiles into a living threat model. Use as Stage B of the Knowledge Base generation process, reading architecture and entity definitions from the KB. Don't use for…

• Mantis Chain

  by @google

  Analyzes individual security findings to identify and construct complex exploit chains. Use after validation stages to see if multiple low-severity bugs can be combined into a higher impact vulnerability. Don't use for initial…

• Mantis Architecture

  by @google

  Synthesizes raw learnings and codebase analysis into an interlinked Markdown Knowledge Base (KB). Use at the beginning of a loop to build or update architecture.md, entities, and vulnerabilities. Don't use for generating threat…

• Mantis Reflect

  by @google

  Extracts learnings from execution trajectories at the end of a Mantis loop. Use to parse agent conversations, extract successes, failures, and false assumptions, and append them to workspace/learnings.jsonl. Don't use for…

• Mantis Structural Index

  by @google

  Builds a content-addressed semantic-unit index from source code for structural context. Use when a pinned or live codebase is available and structural cross-reference data would improve research quality. Don't use for findings…

• Mantis Meta Agent

  by @google

  Acts as the persistent supervisor, launching and monitoring the automated review campaign. Use when running a long-running, continuous security review campaign that needs autonomous coordination. Don't use for executing…

• Mantis Researcher

  by @google

  Audits production source code files based on the strategy in workspace/plan.json. Use when a review plan exists and you need to perform static analysis and deep-dive reviews of targeted files. Don't use for planning,…

• Mantis Report

  by @google

  Generates a human-readable security review packet compiled from confirmed findings and exploit chains. Use at the end of a review cycle to produce stakeholder-facing documentation. Don't use for auditing code or verifying…

• Mantis Dedupe

  by @google

  Consolidates raw security findings to eliminate redundant reports. Use when raw findings have been generated by the researcher and need consolidation before review. Don't use for initial code auditing or patch generation.

• Mantis Reproduce

  by @google

  Generates and runs crash reproducers to verify security flaws. Use when viable findings exist and you need to write and execute a script or payload to verify the crash. Don't use for code auditing or patching.

• Mantis Review

  by @google

  Independently reviews findings and filters out false positives. Use when consolidated findings need validation against the actual source code. Don't use for reproducing crashes or patching code.

• Ai Engineer

  by @rmyndharis

  Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI integrations. Use PROACTIVELY for LLM features, chatbots, AI…