zireael-abi-formats

Maintain stable C ABI and versioned binary formats (drawlist + event batches).

Io.Github.Whitemarmot/Markly

Add text or logo watermarks to images via the Markly.cloud API. Batch supported.

batch-process

Process multiple content pieces through a prioritized, checkpointed queue with progress tracking and per-piece quality gates

glide-mq

Creates message queues, workers, job workflows, and fan-out broadcasts using glide-mq on Valkey/Redis Streams. Provides API reference, code patterns, and configuration for queues, workers, delayed/priority jobs, schedulers, batch processing, DAG workflows, request-reply, and serverless producers. Triggers on "glide-mq", "glidemq", "job queue valkey", "background tasks valkey", "message queue redis streams".

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.Guidance Ai/Guidance Lark Mcp

Validate and test llguidance grammars with batch testing and documentation

Autonomous Conventions

Rules for commands and skills that run without user input (e.g., `/ops:get-to-work`, `/ops:batch-execute`). The goal is to keep moving and defer human judgment to a structured follow-up review.

Outlook

Outlook integration with OAuth, message search, batch operations, and calendar management

gcal-api-research

Expert research tool for Google Calendar API implementations. PROACTIVELY use when (1) reviewing PRs adding calendar features, (2) planning new event/attendee/recurring event functionality, (3) investigating calendar API issues, (4) validating timezone handling or batch operations. Specializes in recurring events, timezone conversions, multi-calendar support, and edge case identification.

banana

AI image generation Creative Director powered by Google Gemini Nano Banana models. Use this skill for ANY request involving image creation, editing, visual asset production, or creative direction. Triggers on: generate an image, create a photo, edit this picture, design a logo, make a banner, visual for my anything, and all /banana commands. Handles text-to-image, image editing, multi-turn creative sessions, batch workflows, and brand presets.

Io.Github.Lordbasilaiassistant Sudo/Base Multi Wallet Mcp

MCP server for AI agents to manage multiple wallets with coordinated trading and batch operations on

end

Session-closing skill that helps users wrap up intentionally. Use when: user says done, wrapping up, end my day, closing out, call it a day, goodnight, that's it for today, checkpoint, pause. Bookend to /start. Scans git activity, surfaces what happened, spawns a crystallize agent for deep analysis, commits uncommitted work, and closes with a brief summary. Works for end-of-day, end-of-research-batch, end-of-decision-sprint, or mid-work checkpoints.

Apple Mail MCP

Fast MCP server for Apple Mail with batch JXA and FTS5 search index.

ironclaw-workflow-orchestrator

Install and operate a full GitHub issue-to-merge workflow in IronClaw using event-driven and cron routines. Use when setting up or tuning autonomous project orchestration: issue intake, planning, maintainer feedback handling, branch/PR execution, CI/comment follow-up, batched staging review every 8 hours, and memory updates from merge outcomes.

agent-project-development

This skill should be used when the user asks to "start an LLM project", "design batch pipeline", "evaluate task-model fit", "structure agent project", or mentions pipeline architecture, agent-assisted development, cost estimation, or choosing between LLM and traditional approaches. NOT for evaluating agent quality or building evaluation rubrics (use agent-evaluation), NOT for multi-agent coordination or agent handoffs (use multi-agent-patterns).

imagegen

Use when the user asks to generate or edit images via the OpenAI Image API (for example: generate image, edit/inpaint/mask, background removal or replacement, transparent background, product shots, concept art, covers, or batch variants); run the bundled CLI (`scripts/image_gen.py`) and require `OPENAI_API_KEY` for live calls.

Crow Batch Workspace Setup Skill

axe

Provides agent-ready AXe CLI usage guidance for iOS Simulator automation. Use when asked to "use AXe", "automate a simulator", "tap/swipe/type on simulator", "describe UI", "take a screenshot", "record video", "batch steps", or "interact with an iOS app". Covers all commands including touch, gestures, text input, keyboard, buttons, accessibility, screenshots, video, and batch workflows.

claude-api-cost-optimization

Save 50-90% on Claude API costs with Batch API, Prompt Caching & Extended Thinking. Official techniques, verified.

pretty-mermaid

Render beautiful Mermaid diagrams as SVG or ASCII art using the beautiful-mermaid library. Supports 15+ themes, 5 diagram types (flowchart, sequence, state, class, ER), and ultra-fast rendering. Use this skill when: 1. User asks to "render a mermaid diagram" or provides .mmd files 2. User requests "create a flowchart/sequence diagram/state diagram" 3. User wants to "apply a theme" or "beautify a diagram" 4. User needs to "batch process multiple diagrams" 5. User mentions "ASCII diagram" or "terminal-friendly diagram" 6. User wants to visualize architecture, workflows, or data models

Dart Query

Dart AI task management MCP with batch operations, DartQL selectors, CSV import, zero context rot

QRMint MCP

Generate styled QR codes with colors, logos, frames, and batch support

Google Sheets

Google Sheets integration with OAuth, spreadsheet management, batch operations, and formatting

Io.Github.Walidb212/Dltik Mcp Server

Anonymous TikTok & Douyin downloader — metadata, download, and batch via dltik.app.

port-rule

Port ESLint rules to rslint (a Go-based linter). Use when users want to port/migrate/implement an ESLint rule, add a new lint rule, or mention "port rule" or specific ESLint rule names like "no-unused-vars", "no-console", etc. Supports both single-rule and batch-rule porting. This skill guides through the complete workflow from setup to PR submission.

m3u8-downloader

Download m3u8/mp4 video and mp3/music, support 抖音、皮皮虾、微博 sharing links. Multi-thread download, WebUI, batch and Node API.

core-data-expert

Expert Core Data guidance (iOS/macOS): stack setup, fetch requests & NSFetchedResultsController, saving/merge conflicts, threading & Swift Concurrency, batch operations & persistent history, migrations, performance, and NSPersistentCloudKitContainer/CloudKit sync.

80-20-review

Focus code review effort on the 20% of code that causes 80% of issues. Prioritizes data access, security, concurrency, and integration boundaries over formatting and style. Uses blast radius scoring to determine review depth. Includes checkpoint schedules, critical path identification, and a batch review checklist. Load this skill when reviewing code, PRs, or architecture, or when the user mentions "review", "code review", "PR review", "what should I review", "review priorities", "blast radius", or "critical path".

brev-cli

Manage GPU and CPU cloud instances with the Brev CLI for ML workloads and general compute. Use when users want to create instances, search for GPUs or CPUs, SSH into instances, open editors, copy files, port forward, manage organizations, or work with cloud compute. Supports fine-tuning, reinforcement learning, training, inference, batch processing, and other ML/AI workloads. Trigger keywords - brev, gpu, cpu, instance, create instance, ssh, vram, vcpu, A100, H100, cloud gpu, cloud cpu, remote machine, finetune, fine-tune, RL, RLHF, training, inference, deploy model, serve model, batch job.

CLI Batch Write Skill — Stateless Batch Operations

decompose

Decompose a feature spec into work items for orchestration via `nw`. Takes a PRD, phase doc, or verbal description and breaks it into human-reviewable PR-sized work items with dependencies mapped into batches. Use when asked to "decompose", "break down this feature", "create work items for", or "plan the work items".

dependabot-pr-rollup

Find open Dependabot PRs for the current GitHub repo, compare each PR head to its base branch, replay only the net dependency changes in a fresh worktree and branch, run npm validation, and optionally commit, push, and open a PR. Use when you want to batch or manually replicate active Dependabot updates.

markdown-to-docx

Converts Markdown files (.md, .markdown) to DOCX using the markdown-docx npm package. Supports single and batch conversions, automatically generates output filenames, and creates Microsoft Word documents from Markdown content.

MinerU

MinerU document parsing API — PDFs, images, DOCX, PPTX with OCR and batch processing.

batch

Research and plan a large-scale change, then execute it in parallel across 5-30 isolated worktree agents that each open a PR. Use when the user wants to make a sweeping, mechanical change across many files (migrations, refactors, bulk renames) that can be decomposed into independent parallel units.

batch-complete — Bulk Complete or Cancel Items

Close out a feature subtree, cancel an abandoned workstream, or clean up stale items in one operation. Handles gate checks, active-item warnings, and reports exactly what succeeded and what was skipped.

lm-deluge

Python library for LLM API requests with unified interface across providers (OpenAI, Anthropic, Google, etc.). Use when writing code that calls LLMs, creates tools/agents, batch processes prompts, or needs rate limiting. Triggers on lm-deluge, lm_deluge, LLMClient, or multi-provider LLM code tasks.

convoy

The definitive guide for working with gastown's convoy system -- batch work tracking, event-driven feeding, stage-launch workflow, and dispatch safety guards. Use when writing convoy code, debugging convoy behavior, adding convoy features, testing convoy changes, or answering questions about how convoys work. Triggers on convoy, convoy manager, convoy feeding, dispatch, stranded convoy, feedFirstReady, feedNextReadyIssue, IsSlingableType, isIssueBlocked, CheckConvoysForIssue, gt convoy, gt sling, stage, launch, staged, wave.

autonomous-skill

Execute long-running, multi-session tasks autonomously using Claude Code headless mode or in-session hook-based loops. Supports structured task decomposition (for complex projects) and lightweight Ralph-style iteration (for TDD, bug fixing, refactoring). Use this skill whenever the user says "autonomous", "long-running task", "multi-session", "run this in the background", "keep working on this", "batch process", "iterate until done", "ralph loop", or wants any task that requires sustained, unattended execution.

audit-harness

Use when auditing HARNESS.md, pre-commit hooks, pre-push hooks, architecture gates, or CI workflows for tunacode-cli. This skill treats any mismatch, skipped gate, or failing check as a critical failure and requires manual one-by-one execution rather than make targets, batch wrappers, or summary-only audits.

codex-worker

Spawn and manage multiple Codex CLI agents via tmux to work on tasks in parallel. Use whenever a task can be decomposed into independent subtasks (e.g. batch triage, parallel fixes, multi-file refactors). When codex and tmux are available, prefer this over the built-in Task tool for parallelism.

Spotify Bulk Actions Mcp

MCP server for bulk Spotify operations - batch playlist creation, exports, management

advanced-file-management

Advanced file management tools. Includes batch folder creation, batch file moving, file listing, and HTML author extraction.

right-composio

Use when the user's request maps to a Composio-fronted service (Notion, Gmail, Calendar, Slack, GitHub, etc.) and you're about to call mcp__right__composio__*. Covers workbench-vs-context discipline, MULTI_EXECUTE batching, and search_tools discovery. Activate ONLY when composio is in your MCP list.

baoyu-imagine

AI image generation with OpenAI GPT Image 2, Azure OpenAI, Google, OpenRouter, DashScope, Z.AI GLM-Image, MiniMax, Jimeng, Seedream and Replicate APIs. Supports text-to-image, reference images, aspect ratios, and batch generation from saved prompt files. Sequential by default; use batch parallel generation when the user already has multiple prompts or wants stable multi-image throughput. Use when user asks to generate, create, or draw images.

sixtyfour

People and company intelligence via the Sixtyfour AI API. AI research agents that read the live web — not static databases — to return structured, confidence-scored profiles. Use when you need to: (1) enrich a lead with full profile data (name, title, email, phone, LinkedIn, tech stack, funding, pain points — up to 50 custom fields), (2) research a company (team size, tech stack, funding rounds, hiring signals, key people), (3) find someone's professional or personal email address, (4) find phone numbers, (5) score/qualify leads against custom criteria with reasoning, (6) search for people or companies via natural language query, or (7) run batch enrichment workflows via API. NOT for: general web browsing, tasks unrelated to people/company data, or non-enrichment research.

Io.Github.Gigabrain Observer/Google Docs Mcp Server

Google Docs MCP server with full tab support, markdown extraction, and batch updates.

Batch User Notification

Support administrators to send IM notification messages to users in batch.

Spraay Solana Gateway

Batch send SOL or any SPL token to 1000+ wallets via x402. AI agent payments on Solana.

Gmail

Gmail integration with OAuth authentication, message search, batch operations, and Sheets export