Writing AI agent skills

2,093 skills in the archive. Read a skill’s instructions or open its original repository.

• Writing Specs

  by @JetBrains

  Use when a workflow step drafts or revises a spec artifact — a goal-and-requirements, an architecture, or a module SPEC — or when a workflow skill names it at such a step. The shared quality bar for specs — not a workflow,…

• Competitive Analysis

  by @claude-office-skills

  Analyze competitors systematically. Compare products, features, pricing, positioning, and market strategies. Generate comprehensive competitive intelligence reports.

• Starting A New Project

  by @JetBrains

  Use when the workspace is empty, has no code, and the user brings a raw project idea. Normally reached via setting-up-a-project; not for an existing project.

• Invoice Organizer

  by @claude-office-skills

  Organize, categorize, and track invoices and receipts

• Humanizer

  by @trailofbits

  Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns…

• Claim Matrix Rewriter

  by @WILLOSCAR

  Rewrite `outline/claim_evidence_matrix.md` as a projection/index of evidence packs (NO PROSE), so claims/axes are driven by `outline/evidence_drafts.jsonl` rather than outline placeholders.

• Writing Great Skills

  by @trailofbits

  Reference for writing and editing agent skills well — the vocabulary and principles that make a skill predictable. Consult when authoring, reviewing, or pruning a SKILL.md.

• Outline Refiner

  by @WILLOSCAR

  Planner-pass coverage + redundancy report for an outline+mapping, producing `outline/coverage_report.md` and `outline/outline_state.jsonl`.

• Draft Polisher

  by @WILLOSCAR

  Audit-style editing pass for `output/DRAFT.md`: remove template boilerplate, improve coherence, and enforce citation anchoring.

• Evidence Auditor

  by @WILLOSCAR

  Use when `paper-review` needs a claim-by-claim evidence gap report grounded in an extracted claim ledger.

• Rubric Writer

  by @WILLOSCAR

  Use when `paper-review` has claims plus evidence gaps and needs the final referee-style report.

• Bias Assessor

  by @WILLOSCAR

  Use when `evidence-review` has an extraction table and needs lightweight risk-of-bias fields.

• Extraction Form

  by @WILLOSCAR

  Use when `evidence-review` has screened includes and needs a schema-aligned extraction table.

• Synthesis Writer

  by @WILLOSCAR

  Use when `evidence-review` has completed extraction and needs a bounded narrative synthesis.

• Manuscript Ingest

  by @WILLOSCAR

  Use when `paper-review` needs a canonical manuscript text artifact before claim extraction.

• Protocol Writer

  by @WILLOSCAR

  Use when `evidence-review` needs an operational protocol before screening and extraction.

• Screening Manager

  by @WILLOSCAR

  Use when an approved `evidence-review` protocol needs to be applied to a candidate pool.

• Novelty Matrix

  by @WILLOSCAR

  Use when `paper-review` needs overlap/delta positioning against provided related work.

• Claims Extractor

  by @WILLOSCAR

  Use when a review workspace has manuscript text and needs a traceable claim ledger.

• Research Pipeline Runner

  by @WILLOSCAR

  Run a research Workflow end to end when the user requests a survey, brief, review, tutorial, or idea exploration; route an unbound goal, execute one eligible Unit at a time, and stop at checkpoints or diagnosed failures.

• Subsection Polisher

  by @WILLOSCAR

  Polish a single H3 unit file under `sections/` into survey-grade prose (de-template + contrast/eval/limitation), without changing citation keys.

• Story Review

  by @haowjy

  Review work after prose exists: editorial review, craft critique, continuity/voice review, copyediting, proofreading, and synthesis of reader-sim signal. Load when diagnosing a draft rather than rewriting it.

• Creative Writing Craft

  by @haowjy

  Craft references for writing fiction well: prose, scenes, style, voice, and genre/page-level technique. Load when a writer, critic, or muse needs how-to-write guidance rather than a production mode.

• Story Memory

  by @haowjy

  Creative-writing domain knowledge for durable story state. Load when preserving or retrieving project memory — fact extraction, context scoping, reference writing, artifact layout, and issue tracking. If you are a knowledge…

• Qi Layer

  by @haowjy

  Use when writing or maintaining AGENTS.md, .context/CONTEXT.md, or CLAUDE.md mirrors: keep intent docs minimal and load-bearing.

• Knowledge Layers

  by @haowjy

  Use when deciding where knowledge goes or reading/writing durable docs: AGENTS.md, .context/, KB, docs/, and work directories.

• Creative Research

  by @haowjy

  Load when a story needs factual grounding the writer doesn't have: historical detail, cultural texture, domain accuracy, or how other authors handled similar material. Pass the question and story context; returns a sourced…

• Information Hierarchy

  by @haowjy

  Load for large human-facing outputs: reports, docs, multi-section explanations, artifacts. Choose the right form for each beat (prose, diagram, table, mockup) and put the answer first, depth behind it. If the medium allows, use…

• Character Sim

  by @haowjy

  Speak as a specified character from their current knowledge, voice, and emotional state. Use for skill-only workflows that need in-character conversation, voice discovery, or relationship pressure tests.

• Writing Staffing

  by @haowjy

  Dispatch reference for composing writing teams. Teaches which skills to load for each subagent, which resources to reference, and when to fan out versus run parallel lanes. Load when staffing a workflow.

• Shared Dao

  by @haowjy

  Shared vocabulary for creative writing projects. Load when establishing canonical story terms, resolving ambiguous names, checking term consistency, or deciding where vocabulary belongs in kb/.

• Project Setup

  by @haowjy

  One-time project setup for creative writing. Interviews you about your project, collects writing samples, proposes kb structure, and creates CLAUDE.md with project conventions.

• Llm Writing

  by @haowjy

  Load before writing or revising human-facing text. Choose words deliberately, ground the piece in the reader's context, and remove default LLM phrasing before the final draft.

• Reflect

  by @haowjy

  User-invoked pause before reporting to check intent vs literal completion, surface adjacent wins, and route knowledge capture.

• Unreal Mcp

  by @EpicGames

  Use this skill to perform actions inside an Unreal Engine project via a live-editor MCP connection. Trigger when the user wants to change, query, or run something in their Unreal Engine project, not for conceptual or docs…

• Create Toolset

  by @EpicGames

  Use this skill when authoring or extending an Unreal Engine toolset, a class of static, AI-callable functions registered with `ToolsetRegistry` and exposed through the unreal-mcp server. Trigger when the user wants to add,…

• Unreal Skill

  by @EpicGames

  Use this skill when creating, editing, or reviewing an Unreal Engine Agent Skill, a named bundle of instructions registered with the unreal-mcp server (distinct from Claude Code's harness skills under `.claude/skills/`). Trigger…

• Git.Backport

  by @coinbase

  Back-port a specific commit from master to a release branch via cherry-pick. Creates a dedicated backport branch, attempts the cherry-pick, pushes it, and opens a PR by default. Returns to the original branch when done (success…

• Dev.Cds Mobile

  by @coinbase

  USE THIS when asked to work on a new or existing (MOBILE) CDS React component in packages/mobile

• Biomimetic Transfer

  by @yogsoth-ai

  Reframe a problem in biological functional terms, discover organisms/systems solving analogous functions, extract the causal biological strategy, and transfer the mechanism back into the target domain.

• Classify Research Gap

  by @yogsoth-ai

  Classify a candidate research gap by type (evidence, method, mechanism, population, theory, measurement, contradiction, boundary, translation, etc.) and record implications for next actions.

• Define Evidence Protocol

  by @yogsoth-ai

  Define research questions, evidence scope, queries/concepts, inclusion/exclusion rules, provenance requirements, and stopping evidence for an acquisition task.

• Assess Evidence Saturation

  by @yogsoth-ai

  Estimate marginal information gain of new evidence batches relative to the current corpus and classify continuing/near-saturation/saturated.

• Biologize Problem

  by @yogsoth-ai

  Translate a target problem from implementation language into biological function/constraint language suitable for biological analogy search.

• Analyze Intervention

  by @yogsoth-ai

  Apply an intervention/do-style graph modification and propagate predicted directional effects while recording assumptions.

• Apply Perturbation

  by @yogsoth-ai

  Apply a controlled change to an assumption, factor, component, parameter, or condition and record response.

• Construct Counterfactual

  by @yogsoth-ai

  Construct the minimally or explicitly intervened counterfactual world required by the parent analysis.

• Categorize Evidence

  by @yogsoth-ai

  Cluster an evidence corpus by theme, method, chronology, mechanism, or another declared schema.

• Describe

  by @partcad

  Write a narratable, accessibility-oriented text description of an existing PartCAD part, assembly, or sketch from its measured bounding box and volume, from renders taken at several viewing angles, and - where it is available -…

• Latex Paper En

  by @bahayonghang

  English LaTeX assistant for existing .tex journal or conference papers. Use for compile repair, venue formatting, bibliography/citation checks, section writing, logic, related work, tables, pseudocode, de-AI polish,…

• Paper Audit

  by @bahayonghang

  Reviewer-style audit and submission gate for academic papers in .tex, .typ, or .pdf. Use for peer-review critique, readiness/gate decisions, blocker triage, revision roadmaps, journal-style reports, re-audits, and under-claim /…

• Typst Paper

  by @bahayonghang

  Typst paper assistant for existing .typ manuscripts in English or Chinese. Use for compile/export diagnosis, venue formatting, BibTeX/Hayagriva checks, grammar, logic, abstract/title, tables, pseudocode, related work,…

• Cover Letter

  by @bahayonghang

  Submission cover-letter assistant for existing LaTeX manuscripts. Use to generate, optimize, align-check, preflight, and journal-fit-check cover letters against paper evidence, novelty claims, and target venue expectations. Also…

• Paper Writing Studio

  by @bahayonghang

  Use this academic writing skill to polish or translate academic writing with an explicit Nature, IEEE, Elsevier, or neutral profile. Selects a profile by explicit venue, journal allowlist, then unambiguous domain; reports…

• Codex Bug

  by @deonmenezes

  Diagnose GitHub bug reports in openai/codex. Use when given a GitHub issue URL from openai/codex and asked to decide next steps such as verifying against the repo, requesting more info, or explaining why it is not a bug; follow…

• Video

  by @smixs

  Use this skill whenever the user asks to create, improve, audit, or split prompts for AI video generators (Seedance, Kling, Veo, Runway, Luma, Pika, Sora, any image-to-video system). The skill also covers storyboards, shot…

• Video Craft

  by @Orkas-AI

  The craft standard that makes a video GOOD, not just rendered — hooks, story pacing, visual hierarchy, type & safe zones, motion/easing, captions, audio mix, platform conventions, shot language, generation-prompt writing, and a…

• Orchestration

  by @Orkas-AI

  The master program for producing or editing a video end to end — read this at the START of any video task (after video-router), then follow the gates and the per-line steps. Trigger for "make / edit / cut / caption / dub /…

• Stage Consistency

  by @Orkas-AI

  Multi-shot narrative & character consistency — a character bible with a locked front-portrait anchor, view-matched reference selection, recent-frame carry-forward, Cameo (a user photo as the lead), and global planning for long…

• Design System Importer

  by @Orkas-AI

  Reference-media and design-system input layer for OrkasVideoStudio. Treat reference images, videos, screenshots, brand guides, and design notes uniformly, compiling reproduce/edit/guide intent into executable spatial and…

• Anthropic Algorithmic Art

  by @davekilleen

  Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create…

• Anthropic Doc Coauthoring

  by @davekilleen

  Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users…

• Atlassian Setup

  by @davekilleen

  Connect Jira and Confluence for project tracking and knowledge search. Use when the user says 'connect Jira', 'hook up Confluence', 'my tickets/board'. Not for a personal task app like Todoist/Things/Trello; use…

• Career Setup

  by @davekilleen

  Initialize career development system (job description, ladder, reviews, goals)

• Customer Intel

  by @davekilleen

  Synthesize recent customer feedback and pain points

• Dubbing

  by @elevenlabs

  Dub audio and video into other languages using the ElevenLabs Dubbing API (dubbing_v2), preserving the original speakers' voices. Use when translating videos, podcasts, or recordings into other languages, localizing media…

• Plan

  by @HazAT

  Interactively investigate a request, compare approaches, and write the selected implementation plan to a supplied Markdown path. Use for planning, brainstorming, or exact /plan.

• Storyboard Manager

  by @ailabs-393

  Assist writers with story planning, character development, plot structuring, chapter writing, timeline tracking, and consistency checking. Use this skill when working with creative writing projects organized in folders…

• Script Writer

  by @ailabs-393

  This skill should be used whenever users need YouTube video scripts written. On first use, collects comprehensive preferences including script type, tone, target audience, style, video length, hook style, use of humor,…

• Sap Abap

  by @secondsky

  Comprehensive ABAP development skill for SAP systems. Use when writing ABAP code, working with internal tables, structures, ABAP SQL, object-oriented programming, RAP (RESTful Application Programming Model), CDS views, EML…

• React Best Practices

  by @aiskillstore

  Use when reading or writing React components (.tsx, .jsx files with React imports).

• Strategic Storytelling

  by @menkesu

  Crafts product narratives using Andy Raskin's strategic narrative structure and Nancy Duarte's presentation frameworks. Use when writing pitches, creating presentations, framing features as stories, or building compelling…

• Exec Comms

  by @menkesu

  Drafts executive memos and stakeholder communications using Amazon's 6-pager structure, Stripe's memo format, and SCQA framework. Use when writing board updates, executive summaries, or strategic documents.

• Okr Frameworks

  by @menkesu

  Writes effective OKRs using Christina Wodtke's best practices and Google's OKR methodology. Use when setting goals, aligning teams, creating measurement frameworks, or tracking quarterly progress.

• Blog Post Writer

  by @Microck

  Transform brain dumps into polished blog posts in Nick Nisi's voice. Use when the user wants to write a blog post with scattered ideas, talking points, and conclusions that need organization into a cohesive narrative with Nick's…

• Buck2 Rule Basics

  by @Microck

  Guide users through writing their first Buck2 rule to learn fundamental concepts including rules, actions, targets, configurations, analysis, and select(). Use this skill when users want to learn Buck2 basics hands-on or need…

• Photo Metadata

  by @jamditis

  Embeds photo IPTC/EXIF/XMP metadata, caption, credit, alt text, license, AI-source label, GPS stripping, and C2PA credentials.

• Director

  by @jamditis

  Directs the current request through configured lower-tier agents. Use only for explicit /director or /dev-toolkit:director invocation.

• Story Pitch

  by @jamditis

  Crafts story pitches for different outlets. Use when pitching editors, writing query letters, or shaping feature or op-ed angles.

• Ai Writing Detox

  by @jamditis

  Eliminates AI-generated writing patterns that erode reader trust. Use when writing or editing articles, docs, or press releases.

• Newsroom Style

  by @jamditis

  Enforces AP Style and newsroom conventions. Use when writing news, editing drafts, creating headlines, or tightening copy.

• Built In Ai

  by @GoogleChromeLabs

  Teaches the AI about modern Chrome Built-in AI APIs (Prompt, Translation, Writing Assistance) and their polyfills.

• Domain Modeling

  by @Asymmetric-al

  Build and sharpen a project's domain model. Use when the user wants to pin down domain terminology or a ubiquitous language, record an architectural decision, or when another skill needs to maintain the domain model.

• Create Agent

  by @Asymmetric-al

  Guides a one-question-at-a-time design interview, captures alignment in agent/EVE-BRIEF.md, then scaffolds and implements a runnable eve agent with verbose teaching comments. Use when the user wants to create a new eve agent,…

• Eve

  by @Asymmetric-al

  Build durable backend AI agents with the eve framework. Use when creating, editing, or debugging an eve project — agent instructions, skills, tools, connections, channels, sandboxes, subagents, schedules, or evals.

• Inngest V3 V4 Migration

  by @Asymmetric-al

  Use when upgrading an existing TypeScript codebase from Inngest SDK v3 to v4, or when fixing mixed v3/v4 API usage. Covers detecting current SDK usage, moving triggers into createFunction options, replacing EventSchemas with…

• Abu Plugin Builder

  by @PM-Shawn

  Create or edit a local Abu plugin in its dedicated creation conversation. Generate the package, then validate with plugin_prepare for user-reviewed installation.

• Local Models

  by @glebis

  Run quick, offline, private LLM tasks on local models via llama.cpp, reusing models already downloaded by Ollama. Use for cheap/bulk text work (summarize, classify, extract JSON, anonymize PII, translate, proofread, keywords),…

• Coaching Session Summarizer

  by @glebis

  This skill should be used to summarize coaching or therapy session transcripts after a Fathom/Granola sync. The agent analyzes the transcript itself (no API key, runs on the subscription) and appends key insights, decisions,…

• Adr Drafting

  by @giuseppe-trisciuoglio

  Creates new Architecture Decision Record (ADR) documents for significant architectural changes using a consistent template and repository-aware naming and storage guidance. Use when a user or agent decides on an architectural…

• Redesign

  by @educlopez

  Redesign an existing site or app without losing what already works — audits the current surface first, classifies what to preserve (brand, IA, SEO, content), picks a refresh/reskin/rebuild scope, then modernizes deliberately.…

• Harden

  by @educlopez

  Production-readiness pass — audits and implements the full non-happy-path matrix: loading skeletons, empty states, error messages, partial data, i18n, offline, permissions, and first-run guidance. Use when preparing a surface…

• Extract

  by @educlopez

  Refactoring pass — extracts repeated Tailwind class combos and markup into components, and lifts magic values into design tokens. Use when the codebase has obvious duplication, hardcoded hex values or pixel sizes, or when the…

• Remember

  by @educlopez

  Record a learned design constraint from a correction into the project brief. Invoke when the user asks for remember on their UI, or mentions 'remember' alongside design / UI / frontend work.

• Brief

  by @educlopez

  Write or update the project's durable design brief at .ui-craft/brief.md. Invoke when the user asks for brief on their UI, or mentions 'brief' alongside design / UI / frontend work.

• Moonbit Practice

  by @mizchi

  MoonBit code generation and packaging best practices. Use when writing MoonBit code to avoid common AI mistakes with syntax, tests, and benchmarks, or when defining and publishing a Wasm executable with SKILL.md for the MoonBit…

• Review Image

  by @mizchi

  Review screenshots or other images with OpenRouter vision models via bundled Deno scripts. Use for quick VRT sanity checks, invalid-image screening, or CI gates. `scripts/review-image.ts` returns freeform feedback;…

• Mizchi Blog Style

  by @mizchi

  Japanese-language style guide and AI-tone detection rubric for mizchi-authored blog posts (zenn / dev.to). Includes a subagent dispatch procedure that scores a draft on two axes — looks-like-mizchi vs sounds-AI-generated. Use…

• Writing Opencode Plugins

  by @sveltejs

  OpenCode plugins, @opencode-ai/plugin, @opencode-ai/plugin/tui, plugin hooks, custom tools, TUI routes, slots, keymaps, and packaging. Use when creating, editing, reviewing, testing, or publishing server or TUI plugins for…

• Writing Great Skills

  by @sveltejs

  Reference for writing and editing skills well — the vocabulary and principles that make a skill predictable.