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Reusable assistant workflows with a worked example you can inspect before downloading. Each ZIP contains SKILL.md, input and expected-result files, installation notes, and any listed helper scripts. Requirements and limitations are shown on each skill; a worked example does not imply a model benchmark. Share your own skill.

🗺️
Research & Analysis Intermediate

Literature Map Builder

Organize supplied papers into an evidence-based topic map.

📊
Research & Analysis Beginner

Competitor Feature Matrix

Compare named competitors using current, source-linked evidence.

🧮
Research & Analysis Advanced

Statistical Claim Checker

Check quantitative claims against their cited data and definitions.

✂️
Writing & Editing Beginner

Draft Tightener

Shorten a draft to a requested budget while preserving its factual commitments.

🎭
Writing & Editing Intermediate

Tone Translator

Adapt a message’s tone without changing facts, dates or commitments.

🔗
Writing & Editing Advanced

Fact-and-Source Annotator

Attach evidence and verification status to the factual claims in a draft.

🚚
Code & Development Intermediate

Migration Plan Writer

Plan an incremental schema migration with compatibility and recovery checks.

🕳️
Code & Development Advanced

Test Gap Finder

Turn coverage and mutation evidence into concrete missing-behavior tests.

📜
Code & Development Beginner

API Changelog Generator

Compare two OpenAPI documents and explain contract changes to API consumers.

🧾
Data Extraction & Parsing Beginner

Receipt OCR Normalizer

Normalize supplied receipt text into reconciled expense data with uncertainty flags.

🧬
Data Extraction & Parsing Intermediate

HTML-to-Dataset Extractor

Extract a repeated HTML structure into rows with traceable missing values.

🧵
Data Extraction & Parsing Intermediate

Email Thread Reducer

Reduce an email thread to a chronological decision and action record.

📣
Productivity & Ops Beginner

Standup Note Synthesizer

Combine team standup notes while preserving blockers and ownership.

🧯
Productivity & Ops Intermediate

Runbook Skeleton

Turn a postmortem into an incident runbook with explicit verification gates.

🎯
Productivity & Ops Advanced

OKR Draft Critiquer

Critique draft OKRs for measurable outcomes and controllable scope.

🗣️
Design & Media Intermediate

Brand Voice Extractor

Derive an evidence-linked voice guide from representative brand copy.

🔆
Design & Media Beginner

Accessibility Contrast Audit

Calculate text contrast for supplied colors and document the rendered context.

📢
Design & Media Intermediate

Ad Creative Variant Generator

Draft ad variants under explicit character limits and supported claims.

🩺
Search & Retrieval Advanced

Vector Index Health Check

Diagnose a vector index using supplied IDs, source metadata and similarity samples.

🔄
Search & Retrieval Intermediate

Query Reformulation Expander

Propose retrieval query rewrites and evaluate whether they improve relevant coverage.

🕸️
Search & Retrieval Advanced

Citation Neighborhood Walker

Build a bounded citation neighborhood from identified papers and traceable links.

💾
Agents & Workflows Advanced

Long-Running Task Checkpointer

Persist JSON agent state with atomic checkpoints and explicit recovery limits.

🛑
Agents & Workflows Intermediate

Tool-Call Budget Guard

Plan and enforce explicit limits around a tool-calling workflow.

🧩
Agents & Workflows Advanced

Self-Correcting Schema Agent

Repair structured output against a fixed JSON Schema with bounded retries.

📻
Voice & Audio Intermediate

Podcast Chapter Generator

Draft timestamped chapters from a supplied, timed transcript.

🎚️
Voice & Audio Advanced

Speaker Diarization Cleanup

Review speaker labels while preserving uncertain attribution and original timing.

🔇
Voice & Audio Beginner

Audio Silence Trimmer

Create a reviewable silence-removal plan with reversible edits.

🎞️
Image & Video Intermediate

B-Roll Gap Finder

Annotate a timed video outline with evidence-linked b-roll opportunities.

🖼️
Image & Video Beginner

Thumbnail A/B Generator

Specify controlled thumbnail variants for a defined video and test goal.

🪄
Image & Video Intermediate

Product-Shot Background Swap

Plan and verify a product-background replacement against preservation constraints.

🎯
Design & Media Intermediate

Landing Page Copy Audit

Audit landing-page copy against a stated audience and conversion goal.

Data Extraction & Parsing Intermediate

PDF Structure Extraction

Extract page-linked text from a text PDF and identify pages that need OCR.

✓ 1 verified with Claude, ChatGPT
Code & Development Intermediate

SQL Query Writer

Draft one read-only SQL query grounded in a supplied schema and dialect.

✓ 1 verified with Cursor, GitHub Copilot, Cody (Sourcegraph)
Research & Analysis Intermediate

Academic Paper Review

Review a supplied paper by separating its claims, evidence and limitations.

✓ 1 verified with Claude, Gemini
Code & Development Advanced

Codebase Map

Map a repository into entry points, dependency boundaries and a focused reading plan.

✓ 1 verified with Claude, Cursor, Windsurf
Productivity & Ops Beginner

Meeting Summary Template

Turn a transcript into decisions and assigned actions without inventing commitments.

✓ 1 verified with Notion AI, Claude, ChatGPT
Research & Analysis Advanced

Prompt A/B Evaluator

Compare two prompts on the same fixed cases using a stated rubric.

✓ 1 verified with Claude, Gemini
Data Extraction & Parsing Intermediate

JSON Schema Builder

Infer a conservative JSON Schema from examples and explain uncertain constraints.

✓ 1 verified with Claude, ChatGPT
Voice & Audio Advanced

Voice Clone Safety Check

Check supplied consent and scope evidence before a voice-cloning request proceeds.

✓ 1 verified with ElevenLabs, Whisper
Agents & Workflows Advanced

Browser Testing Agent Loop

Exercise a web flow in a real browser and report reproducible failures.

✓ 1 verified with Claude
Image & Video Beginner

Diffusion Prompt Library

Build a small, reproducible prompt set for a specified image model.

✓ 1 verified with Midjourney, Stable Diffusion, Flux
Search & Retrieval Intermediate

Quote Attribution Verifier

Compare quoted text with supplied sources and flag attribution errors.

✓ 1 verified with Perplexity, Claude
Writing & Editing Beginner

Editorial Style Matcher

Apply a supplied house style while preserving facts and meaning.

✓ 1 verified with Claude, Notion AI