docx-format-replicator

Extract formatting from existing Word documents and generate new documents with the same format but different content. Use this skill when users need to create multiple documents with consistent formatting, replicate document templates, or maintain corporate document standards across different content.

One Search Mcp

Web search, crawl, scrape & extract with agent-browser, SearXNG, Tavily, DuckDuckGo, Bing & more

openbrand

Extract brand assets (logos, colors, backdrop images, brand name) from any website URL. Use when building branded interfaces, generating style guides, or needing brand identity data from a URL.

Mcp

Scrape any website, extract structured data, and collect web content at scale with AI agents

Newsletter Commerce Mcp

Extract shoppable product mentions from newsletters with affiliate signals. Free tier 200/day.

AgenticTotem Web Extractor

AI web extraction: send URLs + a JSON Schema, get clean structured data. Pay-per-use via x402.

convention

Extract, record, and enforce the coding conventions a team actually follows: branch and commit rules, naming, layering, error handling, test layout, review etiquette, and the tooling that enforces each rule. Also drafts the collaboration files the project lacks, `CONTRIBUTING.md`, the pull request template, and `CODEOWNERS`, writing only the ones the team picks. Use when a team has no written convention, when the written one no longer matches the code, or when reviews keep repeating the same comment. Triggers on: "convention", "coding standard", "coding rule", "style guide", "branch strategy", "commit convention", "our team rules", "CONTRIBUTING.md", "CODEOWNERS", "contribution guide", "set up a pull request template", "standards per language", "coding standard for each technology", "/atk:convention".

improve-skill

Analyze coding agent session transcripts to improve existing skills or create new ones. Use when asked to improve a skill based on a session, or extract a new skill from session history.

apple-crash-symbolication

Symbolicate .NET runtime frames in Apple platform .ips crash logs (iOS, tvOS, Mac Catalyst, macOS). Extracts UUIDs and addresses from the native backtrace, locates dSYM debug symbols, and runs atos to produce function names with source file and line numbers. Automatically downloads .dwarf symbols from the Microsoft symbol server using Mach-O UUIDs. USE FOR triaging a .NET MAUI or Mono app crash from an .ips file on any Apple platform, resolving native backtrace frames in libcoreclr or libmonosgen-2.0 to .NET runtime source code, retrieving .ips crash logs from a connected iOS device or iPhone, or investigating EXC_CRASH, EXC_BAD_ACCESS, SIGABRT, or SIGSEGV originating from the .NET runtime. DO NOT USE FOR pure Swift/Objective-C crashes with no .NET components, or Android tombstone files. INVOKES Symbolicate-Crash.ps1 script, atos, dwarfdump, idevicecrashreport.

cashew

Persistent thought-graph memory for OpenClaw agents. Query context before answering substantive questions, extract knowledge during conversations, run think/sleep cycles for consolidation. Triggers on session start, knowledge-worthy conversations, heartbeats, and any question about prior context.

translate-retro-game

Playbook and tested tools for fan-translating Japanese retro games (SNES, GBA, NDS, PS1, PSP) into English. Covers tool setup, ROM recon, text extraction and insertion, fonts and VWF, text drawn as graphics, batch translation with parallel agents, headless emulator QA (MesenCE, DeSmuME, PCSX-Redux, PPSSPP), leftover-Japanese scans and BPS/xdelta releases. Use it for any work in a ROM-hacking or game-translation repo, including starting a new game, translating script batches, fixing overflowing, garbled or untranslated text, testing a build in an emulator and packaging a patch, even when the user doesn't name the skill.

acumatica-assistant

Acumatica ERP assistant for consultants and integrators. Use for anything Acumatica, even if the user only says "Acumatica", an endpoint path (/entity/Default/24.200.001), an entity name (SalesOrder, StockItem, Customer), a form ID (SO301000, AR303000, SM207060), Contract Version 4/5, OData, push notifications or connected applications. Capabilities - (1) REST integration development: generate and review requests and client code against the contract-based REST API from a bundled extraction of Acumatica's Integration Development Guide (2026 R2) - sign-in and OAuth 2.0/OIDC, endpoint and contract versions, JSON record shape, $filter/$expand/$select per contract version, CRUD, actions and long-running operations, processing forms, inquiries, reports, custom fields, files, license limits, push notifications and webhooks, plus 187 documented example requests and exact entity, field and action names from a Default/25.200.001 contract snapshot. More capabilities follow, so trigger on any Acumatica question.

stash-drizzle

Integrate CipherStash encryption with Drizzle ORM using @cipherstash/stack/drizzle. Covers the encryptedType column type, encrypted query operators (eq, like, ilike, gt/gte/lt/lte, between, inArray, asc/desc), schema extraction, batched and/or conditions, EQL migration generation, and the complete Drizzle integration workflow. Use when adding encryption to a Drizzle ORM project, defining encrypted Drizzle schemas, or querying encrypted columns with Drizzle.

Io.Github.Libres Coder/Parseflow

PDF parsing server with text extraction, metadata, search, images, and TOC via MCP

Bootstrap — Personalized Onboarding

A conversational onboarding skill. Through 5-8 adaptive rounds, extract who the user is and what they need, then generate a tight instructions file that defines how the AI assistant should behave for this project.

MCP Search Server

Web search, content extraction, PDF parsing, plus datetime and geolocation tools. No API keys.

advise

Solve problems using knowledge base insights - extracts search terms, runs parallel KB queries, synthesizes advice grounded in your own frameworks

intent

Extract the underlying intent behind a request, issue, PR, or diff. Focus on problem and desired outcome; do not propose implementation, testing strategy, or rollout plans.

Android Reverse Engineering

Decompile Android APK, XAPK, JAR, and AAR files using jadx and Fernflower/Vineflower, trace call flows through application code and libraries, produce structured documentation of extracted APIs, and escalate to runtime analysis only after static triage shows that it is needed. Two decompiler engines

Io.Github.Huoshuiai42/Huoshui Fetch

An MCP server that provides tools for fetching, converting, and extracting data from web pages.

Io.Github.Selvage Lab/Selvage

An LLM-based code review MCP server with AST-powered smart context extraction

Podcast Commerce Mcp

Extract product mentions from podcast transcripts with affiliate signals. Free tier 200/day.

Io.Github.Tstockham96/Engram

Intelligent agent memory with automatic extraction, consolidation, and bi-temporal recall.

Recipe Commerce Mcp

Extract shoppable products from recipe content with affiliate network signals. Free tier 200/day.

dev-browser

Browser automation with persistent page state. Use when users ask to navigate websites, fill forms, take screenshots, extract web data, test web apps, or automate browser workflows. Trigger phrases include "go to [url]", "click on", "fill out the form", "take a screenshot", "scrape", "automate", "test the website", "log into", or any browser interaction request.

apple-mail

Search, read, and extract attachments from Apple Mail's local storage. Query emails by sender, recipient, subject, body, date, mailbox, and flags. Read raw RFC822 messages and extract file attachments.

biome-developer

General development best practices and common gotchas when working on Biome. Use for avoiding common mistakes, understanding Biome-specific patterns (AST, syntax nodes, string extraction, embedded languages), and learning technical tips.

mq

Query markdown files efficiently with mq CLI. Use when exploring documentation structure, extracting specific sections, or reducing token usage when reading .md files.

parse-rf-results

Parse Robot Framework test results from output.xml. Use when: analyzing test execution results, extracting pass/fail statistics, filtering failures, summarizing test runs

braindump

Quick capture of raw thoughts with intelligent domain classification and competitive intelligence extraction

offensive-bluetooth-ble

Bluetooth Low Energy (BLE) attack methodology — GATT enumeration, characteristic read/write without auth, pairing downgrade (Just Works forced), LE Secure Connections bypass, MITM via active relay, sniffing with Sniffle (TI CC1352) / Ubertooth / Frontline, encryption key extraction (LE Legacy Pairing crackable, LE Secure Connections strong), proximity authentication abuse (cars, locks), and companion-app trust analysis. Use for IoT BLE devices, smart locks, fitness trackers, medical devices, BLE beacons, or any device pairing over BLE.

Digital Twin — Persona Extraction & Replication Skill

agentic-search

Grok-primary deep research skill for source-backed web work. Use when the task needs current web research, grounded citations, supplementary Tavily/Firecrawl source discovery, high-fidelity page-to-Markdown fetch, Tavily site mapping, verbatim quote extraction, source reranking, or reusable multi-step research sessions. Use as a supplement when ordinary search results feel incomplete, thinly sourced, or need more URLs, quotes, fetched pages, or session composition; not for simple one-off facts.

Compound Planning Analysis

You are conducting a comprehensive research analysis of a user's Plannotator plan archive. The goal: extract patterns from their denied plans and annotations, reduce them into actionable insights, and produce an elegant HTML dashboard report.

dry-refactoring

Guided workflow to eliminate copy-paste duplication in packages/hr-skills-build and packages/skills-ref, detected by jscpd. Extract shared functions, constants, and types into their own files instead of growing an existing one.

dependency-analysis

Generate and validate controller-resource dependency graph artifacts for Kamera coverage strategy v2. Use this when extracting triggers/reads/writes from Kubernetes control planes, assigning resource roles, and producing contract-compliant dependency-graph.json plus schema-map.json outputs.

agent-research-aggregator

Pre-pipeline aggregator that scans AI agent cache directories (.claude, .cursor, .antigravity, .openclaw) or any user-specified directory for experimentation logs, extracts insights and numeric results, and formats them as PaperOrchestra-ready inputs (idea.md + experimental_log.md). TRIGGER when the user says "aggregate my agent logs for paper writing", "extract experiments from my coding agent history", "prepare PaperOrchestra inputs from my cache", "turn my agent logs into a paper", mentions a folder or directory they want to use as the basis for a paper, or wants to run PaperOrchestra but only has scattered agent experiment histories rather than structured inputs. Run this BEFORE paper-orchestra. Also called automatically by paper-orchestra when workspace/inputs/idea.md or workspace/inputs/experimental_log.md are missing.

columba-python-migration

This skill should be used when working on the Strangler Fig migration of reticulum_wrapper.py, creating or modifying rns_api.py, working on RnsApiClient or ChaquopyRnsApiClient in Kotlin, extracting business logic from Python to Kotlin, modifying PythonWrapperManager, working on health monitoring, telemetry collection, RMSP, delivery state machines, message reception, link speed probing, identity file management, event/callback extraction, or any task that touches the Python-to-Kotlin migration boundary. It provides the full migration plan, phase dependencies, thin API surface, and anti-patterns to avoid.

extract-errors

Use when adding new error messages to React, or seeing "unknown error code" warnings.

rename-with-dates

Rename documents and files (PDFs, images, screenshots, etc.) by reading their content to extract the effective/publication date, then renaming them with a "YYYY-MM-DD - Clear descriptive title.ext" format. Use when the user wants to organize files with date prefixes based on document content.

ESG MCP Servers

31 MCP tools for ESG data extraction, PDF processing, vector search, and EU regulation analysis.

extract-api

This skill should be used when the user asks to "extract API from", "import API from", "add commands from this repo", "register API from docs", "convert docs to CLI commands", "import Postman collection", or provides a GitHub repository URL, a documentation site URL, a Postman collection file/URL, or a local API documentation file and wants it imported as sdkck CLI commands.

Io.Github.RECERQA/Rq Scan

MCP Server for RQ-SCAN - AI-powered document OCR and data extraction platform

checkpoint-backlog

Checkpoint the ended Claude Code sessions waiting in subrosa's queue. Reads the pending-checkpoint queue and, for each queued past session, extracts durable facts into that project's memory (leaf files + facts database + regenerated MEMORY.md), then clears it from the queue. Run it at session start when there's a backlog; it's also fine to invoke by hand.

reMarkable MCP Server

Access your reMarkable tablet - read documents, browse files, extract text and OCR

GEO Leaderboard

You are an AI brand analyst running a category-wide leaderboard. This ranks brands by how often AI models actually recommend them — brands are NOT preset, they're extracted from what AI says.

agent-device

Automates mobile and simulator interactions for iOS and Android devices. Use when navigating apps, taking snapshots/screenshots, tapping, typing, scrolling, pinching, or extracting UI info on mobile devices or simulators.

browser-automation

Local Python-based browser automation toolkit using Playwright. Provides command-line tools for navigating, interacting with, and testing web applications without using MCP protocols. Supports clicking, typing, hovering, screenshots, content extraction, and JavaScript execution.

arxiv-pattern-discovery

Search arXiv for academic papers describing agentic AI patterns. Use when user asks to find new patterns from academic literature, search arXiv, discover patterns from papers, or review academic sources for pattern extraction.

fill-template

Use when the user wants to "fill in this letter for each person", "mail merge", "generate letters for this list", "turn this filled letter into a template", or hands over a template plus a list. Bulk-fills ONE master template — a Word (.docx) letter/form or an Excel (.xlsx) form — from a data table, one filled file per row (mail-merge); or the reverse: extract a reusable tokenised .docx template + data-table skeleton from a filled example document, confirm the mapping, then fill. Reads the master, proposes a TOKENISED version (varying parts become {{tokens}}), confirms the mapping, then regenerates one output per data row, preserving the master's layout exactly. Data is an .xlsx or .csv (one row per output); outputs are one named file per record. Never invents: a token with no data is a VISIBLE flag, never a silent blank. Runs fully local and generates files only — it does not send, post or sign. Extract is .docx only this round (not .xlsx). Not a substitute for a hand-crafted single letter.