AI Ml AI agent skills

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

• Prismer Hermes Agent

  by @Prismer-AI

  Use, configure, theme, extend, and orchestrate Hermes Agent.

• Prismer Github

  by @Prismer-AI

  GitHub via gh CLI: PRs, issues, reviews, repos, auth.

• Prismer P5js

  by @Prismer-AI

  p5.js sketches: gen art, shaders, interactive, 3D.

• Prismer Box

  by @Prismer-AI

  Box manages cloud files, sharing, search, and metadata.

• Prismer Ascii Video

  by @Prismer-AI

  ASCII video: convert video/audio to colored ASCII MP4/GIF.

• Codebase Design

  by @Prismer-AI

  Design maintainable module interfaces, review scoped code changes, and simplify implementations with behavioral verification. Use for code review, cleanup, testability, and module design work.

• Role Builder

  by @Prismer-AI

  Create or update a Prismer SS-02 role template from a persona, SOP, job description, or operating brief; instantiate an existing role as a new working agent and run its first task through the bundled one-command harness. Use for…

• Webapp Qa

  by @Prismer-AI

  Perform scoped exploratory QA of a web application, reproduce defects, collect screenshots and console evidence, and deliver a prioritized report.

• Prismer Himalaya

  by @Prismer-AI

  Himalaya CLI: IMAP/SMTP email from terminal.

• Pkf Svg

  by @Prismer-AI

  Design controlled SVG, visual widgets, topology and Visual Core explainers with semantic color, safe geometry, accessibility, and bounded complexity. Use for an explicitly supported SVG/widget surface or to plan PKF visuals. PKF…

• Prismer Gif Search

  by @Prismer-AI

  Search/download bounded GIFs from Tenor using a credential-redacting Python helper.

• Prismer Xurl

  by @Prismer-AI

  X/Twitter via xurl CLI: raw post search, posting, DM, media.

• Prismer Airtable

  by @Prismer-AI

  Airtable REST API via curl. Records CRUD, filters, upserts.

• Prismer Design Md

  by @Prismer-AI

  Author/validate/export Google's DESIGN.md token spec files.

• Prismer Notion

  by @Prismer-AI

  Notion API + ntn CLI: pages, databases, markdown, Workers.

• Prismer Imessage

  by @Prismer-AI

  Send and receive iMessages/SMS via the imsg CLI on macOS.

• Prismer Blocked Page Recovery

  by @Prismer-AI

  Use when a fetch fails: 403/429, paywall, WAF, bot wall.

• Prismer Maps

  by @Prismer-AI

  Geocode, POIs, routes, timezones via OpenStreetMap/OSRM.

• Research Arxiv

  by @Prismer-AI

  Search arXiv papers by keyword, author, category, or ID.

• Competitor Intelligence

  by @Prismer-AI

  Watch named companies for material news; cited digests.

• Prismer Apple Notes

  by @Prismer-AI

  Manage Apple Notes via memo CLI: create, search, edit.

• Prismer Findmy

  by @Prismer-AI

  Track Apple devices/AirTags via FindMy.app on macOS.

• Prismer Apple Reminders

  by @Prismer-AI

  Apple Reminders via remindctl: add, list, complete.

• Prismer Python Debugpy

  by @Prismer-AI

  Debug Python: pdb REPL + debugpy remote (DAP).

• Ui Align

  by @Prismer-AI

  Visual-alignment workflow for a new UI need or a UI改进. Index-first (consult the ui-kit registry to avoid re-building an existing primitive), then implement, then run the screenshot harness to capture the component in light/dark…

• Design Review

  by @Prismer-AI

  Five-dimension design audit (frontend UI/UX · server data-model & flow · endpoint spec · daemon-runtime/SDK & local-cache-first · built-in skill/agent-role), executed by a NON-implementing agent. Every dimension gets a verdict;…

• Release Db Config Sync

  by @Prismer-AI

  Compute the remote DB migration + Nacos config diff before a test release — apc release db-config-sync really spawns sync-test-migrations.ts --dry-run (never a stub) and diffs Nacos key dumps, stopping at the write boundary.…

• Doc Sync

  by @Prismer-AI

  Before merge, mechanize Documentation-First — derive the code delta from git diff, then verify required docs are in sync (CHANGELOG, docs/api, CLAUDE.md/ROADMAP). Any SDK-package change must carry a matching CHANGELOG entry +…

• Code Review

  by @Prismer-AI

  Review a diff against its acceptance criteria in four segments (convention adherence, bug scan, historical-context regressions, test-coverage gaps) as a NON-implementing agent. Findings are sorted by severity, each with…

• Release Preflight

  by @Prismer-AI

  Run the release hard-precondition gate before any tag/OTA — apc release preflight runs the real tier gate (run.ts), version alignment, and prisma regen check, all read-only. green(0) releasable · staged(3) fixable preconditions…

• Test Result Feedback

  by @Prismer-AI

  Close the acceptance loop for a tested change — consume the apc test TierResult, map EACH acceptance criterion to a pass/fail outcome from structured fields (never chat text), attach an evidence ref, and write it back to the…

• Observability

  by @Prismer-AI

  Periodic health sweep of the running system via the debug pipeline (cloud logs / k8s / daemon / DB slices). On a real anomaly, open a bug task (--kind work_item) carrying the evidence refs so it re-enters the bugfix loop. A…

• Impact Trace

  by @Prismer-AI

  For a change point (function / type / endpoint / SQL column), enumerate its real blast radius across six dimensions with a grep citation per row, then derive the regression test scope. Every impact-table row must trace to a real…

• Git Ops

  by @Prismer-AI

  Close out a local coding task on the bound daemon — stage, commit, branch, merge, push via cloud git — and when a merge conflicts, STOP and escalate with the file list instead of auto-resolving. Push reaches only the bare…

• Test Runner

  by @Prismer-AI

  For a code change, pick the right test tier by change surface, run apc test with baseline diff, and report only NEW reds vs baseline back to the task's acceptance criterion. Separates env_blocked from SUT red so a broken machine…

• Spec Intake

  by @Prismer-AI

  Turn one atomic feature/gap request into a dispatchable task in a single pass — create the task, write SPEC.md (auto-folded into linkedAssetIds server-side), add acceptance criteria, record provenance. Two-part epics are…

• Bug Reproduce

  by @Prismer-AI

  Turn a known bug into a tight, red-capable reproducer, then prove the reproducer locks that bug with a reversal negative control (reintroduce the bug → reproducer must go red again). Use at the start of a bugfix, before…

• Release Ota Promote

  by @Prismer-AI

  Publish signed Electron UI/daemon bundles to a local OTA feed with atomic manifest switch and digest readback, while dry-running the K8s drain_respawn rollout. Prod is refused before writes; feed publication is not client apply.

• Env Doctor

  by @Prismer-AI

  Diagnose the local dev machine before any APC loop step — run apc env doctor, classify each failure into a fault domain, apc env up to auto-fix what is safe, then fingerprint. Keeps env faults out of SUT verdicts.

• Document Actions

  by @Prismer-AI

  Extract cited facts, obligations, deadlines and proposed actions from documents, preserving OCR uncertainty and reconciling Prismer tasks.

• Meeting Actions

  by @Prismer-AI

  Turn supplied meeting notes or transcripts into cited decisions, commitments, unresolved questions, and deduplicated Prismer tasks.

• Prismer Node Inspect Debugger

  by @Prismer-AI

  Debug Node.js via --inspect + Chrome DevTools Protocol CLI.

• Prismer Teams Meeting Pipeline

  by @Prismer-AI

  Teams meeting summaries, job replay, Graph subscriptions.

• Prismer Computer Use

  by @Prismer-AI

  Drive the desktop background-first; escalate on signal.

• Prismer Spike

  by @Prismer-AI

  Throwaway experiments to validate an idea before build.

• Prismer Codebase Inspection

  by @Prismer-AI

  Inspect codebases w/ pygount: LOC, languages, ratios.

• Prismer Songwriting And Ai Music

  by @Prismer-AI

  Songwriting craft and Suno AI music prompts.

• Persona Generator

  by @Prismer-AI

  Given a Council Brief, produce persona-ROLE instance definitions: real, publicly-verifiable people who occupy distinct stakeholder positions on the issue — each a persona-flavored role template (lens / voice / SOUL + the…

• Human Approval

  by @Prismer-AI

  Request human approval before performing a SAFETY-CRITICAL, IRREVERSIBLE, or SCOPE-EXPANDING action — submit a structured context (action, scope, risk, consequence) plus options, then STOP the current turn. The platform…

• Conversation Compaction

  by @Prismer-AI

  Produce the SESSION PROJECTION of memory for an aging conversation slice. Runs as a single background model call (mirroring the memory `extract` hook) with NO live memory tools — durable capture to memory is `extract`'s job. You…

• Council Creator

  by @Prismer-AI

  Expert-council meeting protocol. Given a Brief + a persona cast (from persona-generator), propose the council to the Team Manager, and once convened FACILITATE it: each round post a NEW group message that @-mentions the…

• Memory Dream

  by @Prismer-AI

  Curate the workspace memory wiki as its appointed orchestrator. Trigger on a Cloud-scheduled Dream task or a user's direct curation request. Inspect candidates for orphan leaves, near-duplicates, stale pages, remote conflicts…

• Persona

  by @Prismer-AI

  The discussion-only playbook for a Persona — a council participant instantiated as a real agent from the `persona` role template (SS-02). Use this when you have been convened into an expert roundtable as a distilled…

• Memory Import

  by @Prismer-AI

  Bulk-import an external knowledge base into Prismer memory via the three-layer import pipeline (07 §3.1). Use when the user asks to import/migrate documents, a knowledge base, or notes into workspace memory. Layer 1 lands raw…

• Browser Use

  by @Prismer-AI

  LLM-driven browser automation via the pre-installed browser-use library (chromium already in the image). Use whenever the task needs to interact with web pages beyond a single fetch — multi-step navigation, form filling,…

• Proactivity

  by @Prismer-AI

  Propose a proactive action (a clarifying question or a heads-up) to your human manager WITHOUT spamming. Use when you've noticed something durable and worth surfacing — a blocker, an ambiguity that will bite later, a risk — but…

• Pkf Writing

  by @Prismer-AI

  Author, update, convert, validate, persist, and render PKF (`.pkf`) content through message-inline, Library Asset, or Memory Page carriers. Use for structured reports, knowledge pages, delivery cards, or any `.pkf` body. NOT for…

• Okr

  by @Prismer-AI

  Draft and track a strategic OKR charter — turn a human's plain-language goal into ONE Objective + 2-5 measurable Key Results, link existing tasks, and route the commit to a human sponsor. Use whenever the user wants to set a…

• Sdk Release

  by @Prismer-AI

  SDK build, test, version bump, and release to open source repo + registries. Covers the full pipeline from development in prismer-cloud-next to publishing on npm/PyPI/crates.io/Go.

• Releasing Prod

  by @Prismer-AI

  Use when 把已验证内容发到 Prismer 生产（prod.docbrew.cn / prismer.cloud / APP_ENV=prod），或听到「发生产 / 上 prod / 发版上线 / 打 ali-k8s-prod tag」。涉及 main 部署、prod 迁移、manual deploy 审批点时必读。

• Releasing Test

  by @Prismer-AI

  Use when 把任何批次的改动发到 Prismer 测试环境（test.docbrew.cn / APP_ENV=test），或听到「发测试 / 发 test / 上测试环境 / deploy test / 打 ali-k8s-test tag」。涉及 develop 部署、test 迁移通道、runner 节流时必读。

• Minutes X1 Send Meeting

  by @silverstein

  Send one of the user's own Minutes meetings to their X1 household for review. Use when the user wants a meeting's summary, decisions, action items, and open questions to reach X1 so they can confirm what belongs in their…

• Find Skills

  by @rohitg00

  Discovers, searches, and installs skills from multiple AI agent skill marketplaces (400K+ skills) using the SkillKit CLI. Supports browsing official partner collections (Anthropic, Vercel, Supabase, Stripe, and more) and…

• Test Patterns

  by @rohitg00

  Applies proven testing patterns — Arrange-Act-Assert (AAA), Given-When-Then, Test Data Builders, Object Mother, parameterized tests, fixtures, spies, and test doubles — to help write maintainable, reliable, and readable test…

• Trace And Isolate

  by @rohitg00

  Applies systematic tracing and isolation techniques to pinpoint exactly where a bug originates in code. Use when a bug is hard to locate, code is not working as expected, an error or crash appears with unclear cause, a…

• Root Cause Analysis

  by @rohitg00

  Performs systematic root cause analysis to identify the true source of bugs, errors, and unexpected behavior through structured investigation phases — not just treating symptoms. Use when a user reports a bug, crash, error, or…

• Handoff Protocols

  by @rohitg00

  Manages work transitions between team members or agents by creating structured handoff documents, summarizing project status, documenting key decisions, blockers, and open questions, and generating onboarding briefs. Use when…

• Parallel Investigation

  by @rohitg00

  Coordinates parallel investigation threads to simultaneously explore multiple hypotheses or root causes across different system areas. Use when debugging production incidents, slow API performance, multi-system integration…

• Hypothesis Testing

  by @rohitg00

  Applies the scientific method to debugging by helping users form specific, testable hypotheses, design targeted experiments, and systematically confirm or reject theories to find root causes. Use when a user says their code…

• Verification Gates

  by @rohitg00

  Creates explicit validation checkpoints (verification gates) between project phases to catch errors early and ensure quality before proceeding. Use when the user asks about quality gates, milestone checks, phase transitions,…

• Design First

  by @rohitg00

  Guides the creation of technical design documents before writing code, producing architecture diagrams, data models, API interface definitions, implementation plans, and multi-option trade-off analyses. Use when the user asks to…

• Red Green Refactor

  by @rohitg00

  Guides the red-green-refactor TDD workflow: write a failing test first, implement the minimum code to make it pass, then refactor while keeping tests green. Use when a user asks to practice TDD, write tests first, follow…

• Skill Authoring

  by @rohitg00

  Creates and structures SKILL.md files for AI coding agents, including YAML frontmatter, trigger phrases, directive instructions, decision trees, code examples, and verification checklists. Use when the user asks to write a new…

• Knowledge Graph Skill

  by @NPC-Worldwide

  Skill for searching and evolving the SQLite-backed Knowledge Graph. Use this when you need structured fact/concept/link search across one or more teams, NPCs, or directory scopes. The Knowledge Graph (KG) is stored in the…

• Knowledge Sememolution Skill

  by @NPC-Worldwide

  Skill for population-based Knowledge Graph evolution via Sememolution. Use this when the user wants creative cross-domain synthesis, speculative reasoning, or when a single KG search might be too narrow. Sememolution maintains a…

• Knowledge Store Skill

  by @NPC-Worldwide

  Skill for working with local .knowledge.yaml files via KnowledgeStore. Use this when you need to recall, search, or manage directory-local memories and knowledge links stored in plain YAML alongside the user's project files.…

• Knowledge Index Skill

  by @NPC-Worldwide

  Skill for using the KnowledgeIndex registry to discover which directories contain `.knowledge.yaml` files without walking the filesystem. KnowledgeIndex is a lightweight SQLite cache. It maps directory paths to file metadata…

• Create Jinx

  by @NPC-Worldwide

  Write a new .jinx file from inputs (name, description, inputs spec as JSON list of strings, python body). Agents use this mid-task to crystallize a repeated block of code into a reusable jinx. The jinx is written to the team's…

• Run Jinx

  by @NPC-Worldwide

  Execute a jinx by name (already loaded on the team) or by filesystem path (e.g. a freshly created_jinx that isn't yet registered), passing input values as a JSON object. Returns the jinx's output field or the full context dict.…

• Natural

  by @NPC-Worldwide

  Render the provided prompt template with Jinja context and send it to the active NPC's LLM. The rendered text becomes the user prompt; the LLM response is placed in context['output'].

• Burp Scan

  by @six2dez

  Burp Suite scanning via MCP tools — passive traffic analysis, active payload testing, OOB verification, and vulnerability reporting using Burp's proxy, HTTP sender, Collaborator, and scanner APIs. Use when the user has Burp…

• Swiss Shot Demos

  by @Unclecheng-li

  制作"瑞士国际主义风格（Swiss Style）+ 图表驱动"的视频分镜演示动画——纸灰底/炭黑墨/发丝线/唯一强调橙的编辑部级排版，每页用匹配内容的可视化图表（时间线/循环环/流程链/对照表/点阵计数/热力矩阵…）代替文字堆砌，一镜一 HTML，电影化播放器全屏录屏即成片。只要用户提到：瑞士风格演示页、Swiss Style…

• Diagram Design

  by @Unclecheng-li

  Create technical and product diagrams — architecture, flowchart, sequence, state machine, ER / data model, timeline, swimlane, quadrant, nested, tree, org chart, layer stack, venn, pyramid — as standalone HTML files with inline…

• Ui2v

  by @Unclecheng-li

  Use when helping users discover, install, publish, share, sync, or update UI2V video motion assets and HyperFrames motion packages. Route video creation, preview, and rendering to HyperFrames skills.

• Mcp Scripting

  by @nicobailon

  Write mcpScript JavaScript for discovering, inspecting, and calling MCP tools.

• Generate Synthetic Data

  by @ai-evals-course

  Create diverse synthetic test inputs for LLM pipeline evaluation using dimension-based tuple generation. Use when bootstrapping an eval dataset, when real user data is sparse, or when stress-testing specific failure hypotheses.…

• Evaluate Rag

  by @ai-evals-course

  Guides evaluation of RAG pipeline retrieval and generation quality. Use when evaluating a retrieval-augmented generation system, measuring retrieval quality, assessing generation faithfulness or relevance, generating synthetic…

• Evals Start

  by @ai-evals-course

  Entry point for evals. Use when the user asks for help with evals, does not know where to begin, or asks for something no other skill in this plugin matches. Do NOT use when a more specific skill in this plugin already matches;…

• Finetuning

  by @microsoft

  Fine-tune models on Microsoft Foundry using SFT (supervised), DPO (preference), or RFT (reinforcement with graders). Covers dataset preparation, training job submission, deployment, and evaluation. USE FOR: fine-tune, SFT, DPO,…

• Airunway Aks Setup

  by @microsoft

  Set up AI Runway on AKS — from bare cluster to running model. Covers cluster verification, controller install, GPU assessment, provider setup, and first deployment. WHEN: "setup AI Runway", "onboard AKS cluster", "install AI…

• Minutes Mirror

  by @silverstein

  Self-coaching analysis of your own behavior across meetings — talk-time ratio, filler words, hedging language, monologue length, energy patterns, and (when meetings are tagged via /minutes-tag) what your behavior in winning…

• Minutes Brief

  by @silverstein

  Fast non-interactive briefing before any meeting — auto-detects your next calendar event, pulls relationship history, surfaces open commitments, and produces a one-page brief in under 30 seconds. Use this whenever the user says…

• Minutes Tag

  by @silverstein

  Lightweight outcome tagging for meetings — won, lost, stalled, great, or noise. Use whenever the user says "tag this meeting", "mark that as a win", "that one was a loss", "tag yesterday's call as stalled", "mark this great",…

• Minutes Copilot

  by @silverstein

  Start and control Minutes Coach, the separate real-time copilot HUD, with an explicit meeting goal. Use only for explicit Coach or HUD lifecycle requests such as "start Minutes Coach", "open the Coach HUD", "pause Minutes…

• Minutes Live Sidekick

  by @silverstein

  Act as the user's live meeting sidekick inside the current terminal agent session. Use when the user explicitly asks you, the terminal agent, to watch a meeting, follow the live transcript, answer during the call, offer…

• Minutes Search

  by @silverstein

  Search past meeting transcripts and voice memos for specific topics, people, decisions, or ideas. Use this whenever the user asks "what did we discuss about X", "find that meeting where we talked about Y", "what did Alex say",…

• Minutes Recap

  by @silverstein

  Generate a daily digest of today's policy-authorized meetings and voice memos — key decisions, action items, and themes across available recordings. Use when the user asks "recap my day", "what happened in my meetings today",…

• Minutes Record

  by @silverstein

  Start or stop recording a meeting, call, or voice memo. Use this whenever the user says "record", "start recording", "capture this meeting", "stop recording", "I'm in a meeting", "take notes on this call", or wants to transcribe…

• Minutes Ingest

  by @silverstein

  Extract facts from meetings and update your knowledge base — person profiles, chronological log, and index. Use when the user asks "ingest my meetings", "update my knowledge base", "extract facts from meetings", "sync meetings…

• Minutes Verify

  by @silverstein

  Verify that Minutes is properly set up and working — model downloaded, mic accessible, directories exist, no stale state. Use when the user says "is minutes working", "check my setup", "verify minutes", "test recording setup",…