AI Ml AI agent skills

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

• Setup Timescaledb Hypertables

  by @timescale

  Use this skill when creating database schemas or tables for Timescale, TimescaleDB, TigerData, or Tiger Cloud, especially for time-series, IoT, metrics, events, or log data. Use this to improve the performance of any…

• Migrate Postgres Tables To Hypertables

  by @timescale

  Use this skill to migrate identified PostgreSQL tables to Timescale/TimescaleDB hypertables with optimal configuration and validation. **Trigger when user asks to:** - Migrate or convert PostgreSQL tables to hypertables -…

• Find Hypertable Candidates

  by @timescale

  Use this skill to analyze an existing PostgreSQL database and identify which tables should be converted to Timescale/TimescaleDB hypertables. **Trigger when user asks to:** - Analyze database tables for hypertable conversion…

• Pgvector Semantic Search

  by @timescale

  Use this skill for setting up vector similarity search with pgvector for AI/ML embeddings, RAG applications, or semantic search. **Trigger when user asks to:** - Store or search vector embeddings in PostgreSQL - Set up semantic…

• Design Postgres Tables

  by @timescale

  Use this skill for general PostgreSQL table design. **Trigger when user asks to:** - Design PostgreSQL tables, schemas, or data models when creating new tables and when modifying existing ones. - Choose data types, constraints,…

• Postgres Hybrid Text Search

  by @timescale

  Use this skill to implement hybrid search combining BM25 keyword search with semantic vector search using Reciprocal Rank Fusion (RRF). **Trigger when user asks to:** - Combine keyword and semantic search - Implement hybrid…

• Design Postgis Tables

  by @timescale

  Comprehensive PostGIS spatial table design reference covering geometry types, coordinate systems, spatial indexing, and performance patterns for location-based applications

• Langalpha Doc

  by @ginlix-ai

  How the platform under you works: the computer and its workspaces, files and what survives a restart, conversation transcripts, saved tool results, memory, chat apps, and adding skills, MCP servers, brokerages or plugins. Read…

• Skill Creator

  by @trpc-group

  Create or update AgentSkills, especially when a user wants the agent to learn a reusable capability, workflow, integration, domain rule, team process, or tool usage pattern for future tasks. Use when designing, structuring,…

• File Tools

  by @trpc-group

  Simple shell utilities for files and archives.

• Demo Profile

  by @trpc-group

  Demo skill for the SkillToolProfile example.

• Ocr

  by @trpc-group

  Extract text from images using Tesseract OCR

• Remote Http Mcp

  by @trpc-group

  Connect to a remote streamable HTTP MCP service that exposes announcements and FAQ tools.

• Plan Route

  by @trpc-group

  Plan a route and return distance + ETA (schema + deterministic result).

• User File Ops

  by @trpc-group

  Simple operations on user-provided text files including summarization.

• Recommend Poi

  by @trpc-group

  Recommend a POI in a city (schema + deterministic result).

• Hello

  by @trpc-group

  Write a hello file to the workspace output directory.

• Whisper

  by @trpc-group

  Transcribe audio files to text using OpenAI Whisper

• Python Math

  by @trpc-group

  Small Python utilities for math and text files.

• Write Ok

  by @trpc-group

  Write a deterministic OK file to out/ok.txt.

• Envdump

  by @trpc-group

  Dump basic environment info to out/env.txt.

• Http Get

  by @trpc-group

  Fetch a URL with curl and write it to out/.

• Coding Agent

  by @trpc-group

  Delegate coding tasks to Codex, Claude Code, or Pi agents via background host sessions. Use when: (1) building or creating new features or apps, (2) reviewing PRs or parallel coding with managed worktree isolation when subagents…

• Healthcheck

  by @trpc-group

  Host security hardening and risk-tolerance configuration for OpenClaw deployments. Use when a user asks for security audits, firewall/SSH/update hardening, risk posture, exposure review, OpenClaw cron scheduling for periodic…

• Mcporter

  by @trpc-group

  Use the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including ad-hoc servers, config edits, CLI/type generation, and MCP-backed skills that need a durable command path.

• Apple Notes

  by @trpc-group

  Manage Apple Notes via the `memo` CLI on macOS (create, view, edit, delete, search, move, and export notes). Use when a user asks OpenClaw to add a note, list notes, search notes, or manage note folders.

• Quality Loop

  by @trpc-group

  Use this workflow recipe when a draft, plan, proposal, or other deliverable should be independently reviewed and revised until it satisfies explicit quality criteria.

• Fanout Analysis

  by @trpc-group

  Use this workflow recipe when a question benefits from several independent perspectives followed by a single evidence-based synthesis.

• Release Notes

  by @trpc-group

  Use this skill when the user asks about release dates, release owners, rollout status, or launch checklist details.

• Artifact Demo

  by @trpc-group

  Demo skill that writes an output file and persists it as an artifact.

• Skill Find

  by @trpc-group

  Find a public Agent Skill on GitHub, install it, and load it.

• Demo Skill

  by @trpc-group

  A tiny skill used by the skill isolation example.

• Demo Skill

  by @trpc-group

  A tiny skill used by the skillloadmode example.

• Voice Activity Detection (VAD)

  by @benchflow-ai

  Detect speech segments in audio using VAD tools like Silero VAD, SpeechBrain VAD, or WebRTC VAD. Use when preprocessing audio for speaker diarization, filtering silence, or segmenting audio into speech chunks. Choose Silero VAD…

• Unity Skills

  by @Besty0728

  Automate the Unity Editor through a local REST API — create and edit scripts, build scenes and prefabs, manage assets/materials/lighting, run tests, and drive hundreds of Editor operations across modules. Use when the user wants…

• Unity Skills Index

  by @Besty0728

  Index of all Unity Skills modules with per-module mode labels (SA/FA/Mixed). Use to find which module covers a task before loading its doc.

• Unity Pico Design

  by @Besty0728

  Doc-anchored design rules for PICO Unity Integration SDK v3.4.0 — XR/MR/platform services, version diffs 2.x-3.4, hallucination shields

• Unity Addressables Design

  by @Besty0728

  Source-anchored design rules for Unity Addressables 1.22.3/2.9.1

• Unity Netcode Design

  by @Besty0728

  Source-anchored design rules for Netcode for GameObjects 2.x

• Unity Dotween Design

  by @Besty0728

  Source-anchored design rules for DOTween 1.3.015

• Unity Qframework Design

  by @Besty0728

  Source-anchored design rules for QFramework v1.0.257 covering the four-layer architecture (Controller/System/Model/Utility), Command/Query/Event/BindableProperty core tools, and the CoreKit-family toolkits…

• Unity Probuilder

  by @Besty0728

  Model editable meshes with ProBuilder for blockout

• Unity Importer

  by @Besty0728

  Configure asset import settings

• Unity Qframework

  by @Besty0728

  Editor automation for QFramework (github.com/liangxiegame/QFramework) — architecture-layer code generation (Architecture/System/Model/Command/Utility/Query via ArchitectureCodeGenerator), ViewController and UIKit panel code…

• Unity Manual Gameobject

  by @Besty0728

  Manually create GameObjects, organize the Hierarchy, and adjust Transforms using Unity Editor UI. For clicks-and-drag workflows that do not need REST automation.

• Unity Manual Component

  by @Besty0728

  Manually add, configure, reorder, and copy components on GameObjects using Unity Editor UI. For one-off Inspector workflows that do not need REST automation.

• Unity Manual Material

  by @Besty0728

  Manually create and edit Materials and assign them to objects using Unity Editor UI. For one-off material tweaks that do not need REST automation.

• Unity Manual Scene

  by @Besty0728

  Manually navigate, save, and manage scenes using Unity Editor UI. For simple Scene view workflows that do not need REST automation.

• Unity Addressables

  by @Besty0728

  Manage Addressables groups, entries, profiles and content builds (com.unity.addressables, reflection-based)

• Unity Behavior

  by @Besty0728

  Drive Unity Behavior behavior graphs and blackboard variables

• Unity Animator

  by @Besty0728

  Edit Unity Animator Controllers and drive runtime parameters

• Unity Material

  by @Besty0728

  Edit material and shader properties across Built-in/URP/HDRP

• Unity Perception

  by @Besty0728

  Read-only scene, project and script analysis for AI context

• Unity Primetween

  by @Besty0728

  Inspect PrimeTween Free and generate runtime tween scripts

• Unity Blueprints

  by @Besty0728

  Advise on starter architecture blueprints for small games

• Unity Adr

  by @Besty0728

  Record Unity architecture decisions (ADR) with rationale

• Unity Graphics

  by @Besty0728

  Manage project-wide GraphicsSettings and QualitySettings

• Unity Profiler

  by @Besty0728

  Capture read-only Unity runtime performance snapshots

• Unity Netcode

  by @Besty0728

  Set up Netcode for GameObjects (NGO 2.x) multiplayer

• Unity Event

  by @Besty0728

  Wire UnityEvent persistent listeners at editor time

• Unity History

  by @Besty0728

  Manage undo/redo history over the native undo stack

• Unity Sample

  by @Besty0728

  Sample and demo skills for API connectivity testing

• Unity Project Scout

  by @Besty0728

  Advise on reconnoitering an existing Unity project

• Unity Primetween Design

  by @Besty0728

  Source-anchored design rules for PrimeTween 1.4.6

• Unity Architecture

  by @Besty0728

  Advise on Unity gameplay and system architecture

• Unity Bookmark

  by @Besty0728

  Manage Scene View bookmarks and saved viewpoints

• Unity Postprocess

  by @Besty0728

  Configure modern SRP post-processing on URP/HDRP

• Unity Physics

  by @Besty0728

  Run Unity physics queries and configure physics

• Unity Asmdef

  by @Besty0728

  Advise on Unity assembly definitions (asmdef)

• Unity Project

  by @Besty0728

  Read Unity project metadata and package lists

• Unity Async

  by @Besty0728

  Advise on Unity async and lifecycle strategy

• Unity Debug

  by @Besty0728

  Inspect debug, diagnostics and compile state

• Unity Package

  by @Besty0728

  Manage Unity Package Manager (UPM) packages

• Unity Scene Contracts

  by @Besty0728

  Advise on Unity scene composition contracts

• Unity Console

  by @Besty0728

  Capture and query the Unity Editor console

• Unity Editor

  by @Besty0728

  Control and observe the Unity Editor state

• Unity Batch

  by @Besty0728

  Unified batch and async-job orchestration

• Unity Camera

  by @Besty0728

  Control Unity Scene View and Game cameras

• Unity Decal

  by @Besty0728

  Create and configure URP Decal Projectors

• Unity Hybridclr

  by @Besty0728

  Automate HybridCLR C# hot-update prebuild

• Unity Dotween

  by @Besty0728

  Automate DOTween Free/Pro at editor time

• Unity Patterns

  by @Besty0728

  Advise on choosing Unity design patterns

• Unity Inspector

  by @Besty0728

  Advise on Unity Inspector authoring UX

• Unity Asset

  by @Besty0728

  Manage Unity AssetDatabase operations

• Unity Performance

  by @Besty0728

  Advise on Unity performance red flags

• Unity Cinemachine

  by @Besty0728

  Set up Cinemachine Virtual Cameras

• Unity Cleaner

  by @Besty0728

  Clean up and audit a Unity project

• Unity Optimization

  by @Besty0728

  Optimize project assets and scenes

• Unity Gameobject

  by @Besty0728

  Create and manipulate GameObjects

• Unity Light

  by @Besty0728

  Create and configure Unity lights

• Unity Component

  by @Besty0728

  Manage GameObject components

• Unity Navmesh

  by @Besty0728

  Bake and query Unity NavMesh

• Unity Prefab

  by @Besty0728

  Manage Prefabs and variants

• Initiating Coverage

  by @ginlix-ai

  First-time coverage of a company, or a refresh of coverage already published, run one task per request by default: company research, financial model, valuation, charts, then a 30 to 50 page report with a model. Triggers on…

• Interactive Dashboard

  by @ginlix-ai

  Interactive web dashboards: stock trackers, sector heatmaps, portfolio monitors, served via preview URL

• Research Conventions

  by @ginlix-ai

  The evidence, judgement, intake and market-data rules every research deliverable follows. Read before the first deliverable of a research task; when a number has no source; when two sources disagree; when a figure may be stale;…

• Pdf

  by @ginlix-ai

  Read, fill and build PDFs: inspect structure and fonts, extract text and tables with pdfplumber and poppler, fill and flatten AcroForms with pypdf, create with reportlab, merge, split and encrypt with qpdf, and verify by…

• Xlsx

  by @ginlix-ai

  Excel workbooks with live formulas: build or edit .xlsx models with openpyxl, recalculate with IronCalc or LibreOffice, audit conventions, profile messy uploads, render for review

• Docx

  by @ginlix-ai

  Word documents a human will review and edit: build with python-docx, edit an existing file in place with tracked changes and comment threads, render, validate

• Check Deck

  by @ginlix-ai

  QC an investment deck (a .pptx) before it circulates: number consistency, chart and narrative alignment, source coverage, language, then a circulation verdict. Triggers on check this deck, deck QC, review my presentation, is…