AI Ml AI agent skills

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

• Github Pr Review Fix

  by @IvanMurzak

  Review and resolve PR comments from GitHub. Validates each comment, fixes legitimate issues.

• Build Cli

  by @IvanMurzak

  Build the unity-mcp-cli TypeScript CLI tool and link it globally for terminal use.

• Profiler List Modules

  by @IvanMurzak

  List all known profiler module names with their local 'enabled' bookkeeping flag.

• Muapi Multi Angle Reshoot

  by @SamurAIGPT

  Re-render a subject or scene from multiple dramatic camera angles, such as fish-eye, bird's-eye, low-angle, and macro, while maintaining consistent identity and detail.

• Muapi Couple Grid Creator

  by @SamurAIGPT

  Create a stylized 6-box grid featuring a couple in various romantic poses and outfits, with each pose framed inside a unique cardboard box packaging.

• Muapi Action Figure Generator

  by @SamurAIGPT

  Convert a photo of a person into a custom 3D action figure, complete with collectible toy packaging.

• Muapi Keyboard Art Maker

  by @SamurAIGPT

  Generate artistic top-down photos of keyboard keycaps arranged to spell out custom text messages.

• Muapi Social Pack

  by @SamurAIGPT

  Re-render a hero image into Instagram, TikTok, YouTube-shorts and Twitter/X aspect ratios.

• Open Knowledge

  by @inkeep

  Authoritative agent-runtime contract for working inside an OpenKnowledge project — a markdown-CRDT knowledge base exposed over MCP. Use whenever reading, listing, searching, editing, or linting any `.md` or `.mdx` file in the…

• Open Knowledge Write Skill

  by @inkeep

  Use when the user wants to create, author, write, or design a new Agent Skill (a SKILL.md) — for OpenKnowledge or for their editors — including requests like 'help me write a skill', 'make a skill that…', 'turn this workflow…

• Codebase Wiki

  by @inkeep

  How to work in a Codebase Wiki project (the `codebase-wiki` starter pack): an agent-authored, source-grounded wiki of the surrounding codebase. Read when the project has a `wiki/` knowledge base with `architecture/`, `modules/`,…

• Personal Crm

  by @inkeep

  How to work in a Personal CRM project (the `entity-vault` starter pack, GBrain-compatible): a typed-entity vault of people, companies, meetings, and concepts, each a dossier with a rewritable summary plus an append-only…

• Software Lifecycle

  by @inkeep

  How to work in a Software Lifecycle project (the `software-lifecycle` starter pack): proposals → decisions → specs → postmortems, plus guides. Read when the project has these folders, or when asked how this project is organized.…

• Knowledge Base

  by @inkeep

  How to work in a Knowledge Base project (the `knowledge-base` starter pack). Read when the project has the three-layer source-grounded layout — `external-sources/` → `research/` → `articles/` — or when asked how this project is…

• Worldbuilding

  by @inkeep

  How to work in a Worldbuilding project (the `worldbuilding` starter pack): a fiction encyclopedia of characters, settings, themes, factions, and lore. Read when the project has these folders, OR when asked to add a character,…

• Writing Workflow

  by @inkeep

  How to work in a Writing Pipeline project (the `writing-pipeline` starter pack): a three-stage drafting flow, ideas → drafts → published. Read when the project has these folders, OR when asked to capture an idea, start or revise…

• Note Taking

  by @inkeep

  How to work in a Plain Notes project (the `plain-notes` starter pack): a flat notes/ folder plus a daily/ journal. The 'I just want to write' layout. Read when the project has these folders, OR when asked to jot a note, capture…

• Okf Knowledge Base

  by @inkeep

  Open Knowledge Format (OKF) v0.2 guidance. Use when creating, reading, reviewing, or maintaining an OKF bundle; responding to OpenKnowledge `okf` plugin warnings; or choosing types, provenance, links, indexes, or logs.

• Record A Decision

  by @inkeep

  Records an architecture decision as a Nygard/MADR-shaped ADR under decisions/ — capturing the context that forced the choice, the options weighed, the decision itself, and its consequences in both directions, plus the supersedes…

• Write A Spec

  by @inkeep

  Scope a feature end to end and write an implementation spec under specs/ from an accepted proposal — current-system mapping, goals/non-goals, a Decision Log for one-way-door choices, a live Open Questions backlog, and a real…

• Review A Design

  by @inkeep

  Reviews whether a design is SOUND — solving the right problem, derived from its stated goals and constraints — and emits ranked, evidence-backed findings, not edits. Read when asked to 'review this design', 'is this design…

• Write A Postmortem

  by @inkeep

  Write a blameless incident postmortem under postmortems/ following the Google SRE shape — evidence-based timeline, trigger vs root cause vs symptom, contributing factors, what went well, and owned+dated+verifiable action items.…

• Research With Sources

  by @inkeep

  Investigate a topic against preserved sources and write a draft-status research article under `research/` in a Knowledge Base project (the `knowledge-base` starter pack). Read when asked to research a topic, compare options,…

• Open Knowledge Discovery

  by @inkeep

  Read when the user asks what OpenKnowledge is, wants to install it on a repository, wants to open or preview a single markdown file that is not part of an OpenKnowledge project, wants to share an OpenKnowledge project with…

• Frame A Proposal

  by @inkeep

  Frame a new design proposal (RFC-shape) under proposals/ — problem before solution, named beneficiary and observable change, real alternatives, honest drawbacks, and a live open-questions backlog. Read when asked to frame a…

• Consolidate Notes

  by @inkeep

  Promote existing research into a stable-status canonical article under `articles/` in a Knowledge Base project (the `knowledge-base` starter pack). Read when a decision has actually been made and the team wants the…

• Adhd

  by @UditAkhourii

  Parallel divergent ideation for coding agents. Spawns N isolated branches under different cognitive frames (regulator, biology, speedrunner, 10-year-old, $0 budget), scores, clusters, prunes traps, and deepens top survivors. Use…

• Designlang Tokens

  by @Manavarya09

  Use when styling UI for cal.com — references the extracted design system tokens instead of inventing colors, spacing, or typography.

• Extract Design

  by @Manavarya09

  Extract the full design language from any website URL. Produces 8 output files including AI-optimized markdown, visual HTML preview, Tailwind config, React theme, shadcn/ui theme, Figma variables, W3C design tokens, and CSS…

• Bestblogs Explain

  by @ginobefun

  Use this skill when the user wants to understand the "why" behind BestBlogs recommendations — view their interest profile summary, see which followed sources are driving their daily brief, or inspect the score breakdown of a…

• Bestblogs Capture

  by @ginobefun

  Use this skill when the user wants to save, annotate, or review their BestBlogs reading — create/list/update/remove bookmarks, add highlights with optional notes, view highlight-only vs. note-only lists, and manage reading…

• Bestblogs Read

  by @ginobefun

  Use this skill when the user wants to deep-read a specific BestBlogs resource (article / podcast / video / tweet) — fetch its metadata + markdown so a local LLM or reader can consume it, and automatically report the read…

• Bestblogs Discover

  by @ginobefun

  Use this skill when the user wants to find today's most worth-reading content from BestBlogs, browse personalized feeds, check trending items, search specific topics, or explore curated newsletters. Triggers include "今天有什么值得读的 /…

• Bestblogs Topic

  by @ginobefun

  Use this skill when the user asks about a specific topic, subject area, or wants to explore curated topic pages on BestBlogs. Triggers include "BestBlogs 有什么主题 / 查一下 AI 编程主题 / 给我看 Claude 主题页 / 大模型相关主题", "BestBlogs topic list",…

• Bestblogs Brief

  by @ginobefun

  Use this skill when the user asks about today's daily brief, morning digest, or BestBlogs highlights. Triggers include "今天早报 / 今日早报 / BestBlogs 早报 / 今天有啥好文 / 今日精选 / 给我看早报", "today's brief", "today's digest", "BestBlogs morning…

• Bestblogs Trending

  by @ginobefun

  Use this skill when the user asks about trending, popular, or hot content on BestBlogs. Triggers include "BestBlogs 本周热门 / 本周流行什么 / 最近热门文章 / 今日热门 / 本月 BestBlogs 精选", "BestBlogs trending", "what's trending on BestBlogs", "popular…

• Bestblogs Profile

  by @ginobefun

  Use this skill when the user wants to set up, inspect, or update their BestBlogs interest profile and onboarding state (cold start). Triggers include "帮我做 BestBlogs 冷启动 / 设置兴趣标签 / 看我现在的画像 / bestblogs 的 onboarding", "set up my…

• Scikit Learn

  by @zLanqing

  Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering, dimensionality reduction), model evaluation, hyperparameter tuning,…

• Memory Onboarding

  by @basicmachines-co

  Guide someone new to Basic Memory through designing and building a complete personal knowledge system — interview them about what they want to track, propose a structure, build it with schemas and instruction notes, teach them…

• Bm Writing

  by @basicmachines-co

  Apply the user-customizable writing standard for Basic Memory notes created or substantially revised by Codex. Use with bm-checkpoint, bm-decide, bm-remember, and other Basic Memory note-writing workflows.

• Bm Remember

  by @basicmachines-co

  Quickly save a small fact, reminder, or user preference into Basic Memory from Codex without turning it into a full decision or checkpoint.

• Bm Status

  by @basicmachines-co

  Report the Basic Memory for Codex configuration, reachability, hook expectations, recent Codex checkpoints, and active tasks.

• Bm Share

  by @basicmachines-co

  Share a personal Basic Memory note to a configured team project from Codex with attribution and explicit confirmation.

• Bm Decide

  by @basicmachines-co

  Capture a durable engineering decision in Basic Memory with rationale, alternatives, consequences, and affected work.

• Bm Setup

  by @basicmachines-co

  Set up Basic Memory for Codex at user or project level by mapping a Basic Memory project and seeding schemas.

• Bm Orient

  by @basicmachines-co

  Resume from an exact Basic Memory checkpoint or orient Codex from current graph and repository evidence.

• Bm Checkpoint

  by @basicmachines-co

  Create an immutable Codex handoff in Basic Memory and return an exact bm-orient resume command.

• Bm Setup

  by @basicmachines-co

  Set up the Basic Memory plugin for this project — a short guided interview that configures the project mapping, seeds note schemas, learns or suggests placement conventions, and enables capture reflexes. Use when the user runs…

• Memory Capture

  by @basicmachines-co

  Capture the current state of a working thread or conversation into a single coherent Basic Memory note — synthesize where it landed, don't append a log. On re-capture, rewrite the same note in place instead of duplicating. Use…

• Basic Memory Setup

  by @basicmachines-co

  Guide Basic Memory setup in Tau. Use when a user wants to install or configure the Tau memory extension, choose a memory destination or capture policy, verify connectivity, or troubleshoot setup. Check compatibility and obtain…

• Memory Ingest

  by @basicmachines-co

  Process unstructured external input (meeting transcripts, conversation logs, pasted documents) into structured Basic Memory entities. Extracts entities, searches for existing matches, proposes new entities with approval, creates…

• Bm Share

  by @basicmachines-co

  Promote a note from your personal Basic Memory project to a shared team project, with attribution. Use when the user says "share this with the team", "publish this decision", or runs /basic-memory:bm-share. This is the…

• Memory Reflect

  by @basicmachines-co

  Sleep-time memory reflection: review recent conversations and daily notes, extract insights, and consolidate into long-term memory. Use when triggered by cron, heartbeat, or explicit request to reflect on recent activity. Runs…

• Memory Schema

  by @basicmachines-co

  Schema lifecycle management for Basic Memory: discover unschemaed notes, infer schemas, create and edit schema definitions, validate notes, and detect drift. Use when working with structured note types (Task, Person, Meeting,…

• Memory Defrag

  by @basicmachines-co

  Defragment and reorganize agent memory files: split bloated files, merge duplicates, remove stale information, and restructure the memory hierarchy. Use when memory files have grown unwieldy, contain redundancies, or need…

• Basic Memory Pi

  by @basicmachines-co

  Use Basic Memory from Pi for durable continuity. Capture checkpoints with bm_capture, recall prior Pi checkpoints with bm_recall, and consult bundled Basic Memory skill references for note/task structure without assuming direct…

• Bm Remember

  by @basicmachines-co

  Quickly capture a thought, fact, or reminder into Basic Memory as a lightweight note. Use when the user says "remember that…", "note this", "save this to memory", or runs /basic-memory:bm-remember. For quick deliberate capture —…

• Memory Continue

  by @basicmachines-co

  Resume prior work by rebuilding context from the Basic Memory knowledge graph — pick up where you left off using memory:// URLs, recent activity, and search. Use when starting a session or when the user says 'continue with...',…

• Memory Lifecycle

  by @basicmachines-co

  Manage entity status transitions in Basic Memory: archive completed work, move notes between status folders, update frontmatter, and handle edge cases. Use when marking items complete, archiving old entities, or managing any…

• Bm Decide

  by @basicmachines-co

  Capture a durable engineering decision in Basic Memory with rationale, alternatives, consequences, and affected work. Use when the user makes or asks to record a real choice — "let's go with X", "record this decision", or runs…

• Memory Metadata Search

  by @basicmachines-co

  Structured metadata search for Basic Memory: query notes by custom frontmatter fields using equality, range, array, and nested filters. Use when finding notes by status, priority, confidence, or any custom YAML field rather than…

• Memory Research

  by @basicmachines-co

  Research an external subject using web search, synthesize findings into a structured Basic Memory entity. Use when asked to research a company, person, technology, or topic — or when a bare name or URL is provided that implies a…

• Memory Curate

  by @basicmachines-co

  Curate the Basic Memory knowledge graph: find orphan notes and suggest links, propose typed relations, merge duplicates, audit tags and folders, and build hub notes. Use to organize, connect, and improve a knowledge base as…

• Basic Memory Pi Setup

  by @basicmachines-co

  Set up Basic Memory for a Pi workspace. Use when Basic Memory is not configured, /bm-status shows no project, recall returns setup guidance, or the user asks to enable durable memory, choose CLI vs MCP, or configure automatic…

• Bm Writing

  by @basicmachines-co

  Apply the user-customizable writing standard for Basic Memory notes created or substantially revised by Claude. Use with bm-remember, the basic-memory output style's decision captures, and other Basic Memory note-writing…

• Bm Checkpoint

  by @basicmachines-co

  Save a deliberate work checkpoint to Basic Memory with the story, changed files, verification, decisions, blockers, and the next action. Use when the user asks to checkpoint, wrap up, hand off, or remember the state of the work.

• Memory Notes

  by @basicmachines-co

  How to write well-structured Basic Memory notes: frontmatter, observations with semantic categories, relations with wiki-links, and best practices for building a rich knowledge graph. Use when creating or improving notes.

• Bm Orient

  by @basicmachines-co

  Orient Claude from Basic Memory before substantial repo work by reading active tasks, open decisions, recent checkpoints, and repo conventions. Use when resuming old work or when the user asks where things stand.

• Memory Ci Capture

  by @basicmachines-co

  Synthesize GitHub delivery context into a concise Basic Memory project update. Use in CI after `bm ci collect` prepares a ProjectUpdateContext; return only structured AgentSynthesis JSON for `bm ci publish`.

• Memory Literary Analysis

  by @basicmachines-co

  Analyze a complete literary work into a structured Basic Memory knowledge graph. Covers schema design, entity seeding, chapter-by-chapter processing, cross-referencing, validation, and graph exploration.

• Memory Tasks

  by @basicmachines-co

  Task management via Basic Memory schemas: create, track, and resume structured tasks that survive context compaction. Uses BM's schema system for uniform notes queryable through the knowledge graph.

• Bm Status

  by @basicmachines-co

  Show the Basic Memory plugin's current state for this project — active project, capture folders, output style, recent session checkpoints, and whether Basic Memory is reachable.

• Basic Memory

  by @basicmachines-co

  Use the Basic Memory knowledge graph for persistent memory across sessions. Search before answering; capture decisions, meetings, and insights as notes.

• Regex Builder

  by @mergisi

  Describe a text pattern in plain English and get a working regular expression with an explanation.

• Pricing Advisor

  by @mergisi

  Describe your product and target customer, get a pricing strategy with three tiers and rationale.

• Growth Ideas

  by @mergisi

  Describe your product or project and get three actionable growth ideas tailored to your stage.

• Standup Summary

  by @mergisi

  Tell Gemma what you did, what you're working on, and any blockers. Get a clean standup update.

• Code Explainer

  by @mergisi

  Paste any code snippet and get a plain English explanation of what it does and how it works.

• Meeting Notes

  by @mergisi

  Paste raw meeting notes and get a clean summary with key decisions and action items.

• Tone Shifter

  by @mergisi

  Rewrite any text in a different tone — formal, casual, friendly, bold, or concise.

• Commit Message

  by @mergisi

  Generate a clean, conventional commit message from a description of your changes.

• Sql Explainer

  by @mergisi

  Paste a SQL query and get a plain English explanation of what it does.

• Haiku Card

  by @mergisi

  Write a haiku about a topic and render it as a shareable card.

• Excalidraw Architecture

  by @mergisi

  Trigger when the user asks for an architecture diagram, says "draw the system", "update the architecture diagram", "give me an excalidraw of this codebase", or "/excalidraw-architecture". Generates or updates an Excalidraw JSON…

• Cost Optimizer

  by @mergisi

  Trigger when the user asks to audit Claude Code costs, reduce token spend, says "my Claude bill is too high", "optimize my CLAUDE.md", "why is this project burning tokens", or "/cost-optimizer". Scans a project for the common…

• Openclaw Debugger

  by @mergisi

  Trigger when an OpenClaw agent is broken, silent, crashing, stuck, not responding, returning empty output, or the user says "my agent is down", "agent not working", "/openclaw-debugger". Walks through the standard OpenClaw…

• Git Commit Writer

  by @mergisi

  Trigger when the user asks to write a commit message, generate a commit from staged changes, review a diff before committing, or says "/commit". Reads git diff --staged and produces an opinionated, convention-matching commit…

• Skill Creator

  by @Chevey339

  Create or improve skills, turn a conversation into reusable SKILL.md instructions, and validate their behavior. Use when the user asks to build, revise, or test a skill.

• Math Router

  by @parcadei

  Deterministic router for math cognitive stack - maps user intent to exact CLI commands

• Agentica Prompts

  by @parcadei

  Write reliable prompts for Agentica/REPL agents that avoid LLM instruction ambiguity

• Agentica Server

  by @parcadei

  Agentica server + Claude proxy setup - architecture, startup sequence, debugging

• Agentica Claude Proxy

  by @parcadei

  Guide for integrating Agentica SDK with Claude Code CLI proxy

• Lean Ctx

  by @yvgude

  Pick the right lean-ctx tool for reading, searching, understanding and running code with fewer tokens and fewer round trips. Use when lean-ctx MCP tools (ctx_*) are available or when a command output, file read or search would…

• Lean Ctx Review

  by @yvgude

  Review how the lean-ctx ctx_* MCP tools performed in the current session and file upstream issues for confirmed problems. Use when the user asks to review/audit lean-ctx tool performance, says "lean-ctx review", asks why ctx_*…

• Full Empirical Analysis Skill

  by @brycewang-stanford

  Classical end-to-end empirical analysis workflow in the traditional Python econometric stack — pandas + numpy + scipy + statsmodels + linearmodels + pyfixest + rdrobust + econml + causalml + matplotlib/seaborn. **Defaults to…

• Full Empirical Analysis Skill R

  by @brycewang-stanford

  Classical end-to-end empirical analysis workflow in the modern tidyverse + econometrics R ecosystem — dplyr + tidyr + haven + fixest + sandwich + lmtest + clubSandwich + AER + ivreg + did + bacondecomp + HonestDiD + eventstudyr…

• StatsPAI Skill

  by @brycewang-stanford

  Use when the user asks to run a full empirical / causal analysis in Python — by default in the style of an applied economics paper (AER / QJE / JPE / ReStud / AEJ) with DID / RD / IV / SCM / DML / matching, written-out…

• Release Sample Sweep

  by @Atmosphere

  Run the pre-release end-to-end sweep of every user-facing surface — the 33 samples under samples/ (booted from their packaged artifacts and driven in a real browser via chrome-devtools MCP), the Expo/React Native client, and the…

• Carnet

  by @Atmosphere

  Work the private register (Atmosphere/atmosphere-carnet) from a session — claim an issue before touching it so peers see who holds it and which session, release or close it when done, file new issues in the one canonical shape.…

• Bilan

  by @Atmosphere

  Measure whether this session actually finished — the 0-10 completion number, computed from git, the carnet ledger, LIMITATION markers and CI instead of narrated. Use before reporting a completion number, when asked "where are…