Automation
Task automation and scripting
atmospheric-science-research
by zsy1207
Use for climatology data processing, diagnostic computation, and publication-grade plotting.
everclaw
by profbernardoj
Open-source first AI inference — GLM-5 as default, Claude as fallback only. Own your inference forever via the Morpheus decentralized network. Stake MOR tokens, access GLM-5, GLM-4.7 Flash, Kimi K2.5, and 30+ models with persistent inference by recycling staked MOR. Open-source first model router routes all tiers to Morpheus by default — Claude only kicks in as an escape hatch when needed. Includes Morpheus API Gateway bootstrap for zero-config startup, OpenAI-compatible proxy with auto-session management, automatic retry with fresh sessions, OpenAI-compatible error classification to prevent cooldown cascades, multi-key auth rotation v2 with proactive DIEM balance monitoring and reactive 402 watchdog, Gateway Guardian v5 with direct curl inference probes (eliminates Signal spam), proactive Venice DIEM credit monitoring, circuit breaker for stuck sub-agents, nuclear self-healing restart, always-on proxy-router with launchd auto-restart, smart session archiver, three-shift cyclic execution engine (v2 with 15-minute execution loops), 24/7 always-on power configuration for macOS, bundled security skills, zero-dependency wallet management via macOS Keychain, x402 payment client for agent-to-agent USDC payments, ERC-8004 agent registry reader for discovering trustless agents on Base, and hardware-aware local Ollama fallback with auto model selection (Qwen3.5 family, 1.5B–72B based on available RAM/GPU).
@tank/skill-creator
by tankpkg
Create skills that extend AI agent capabilities with synthesized domain expertise. Covers skill anatomy, progressive disclosure, research workflow (books + web), writing conventions, and ecosystem patterns. Trigger phrases: "create a skill", "new skill", "build a skill", "skill about", "make a skill for", "update skill", "improve skill", "write a skill"
@tank/planning
by tankpkg
Comprehensive planning methodology for complex software tasks. Covers task decomposition (WBS, micro-tasks), plan writing (zero-context specs), plan execution (batched with checkpoints), prioritization (RICE, MoSCoW, ICE), estimation, risk assessment, and persistent context management. Synthesized from: Shape Up (Basecamp), Agile Estimating and Planning (Cohn), obra/superpowers planning methodology, ReAct/Plan-and-Solve AI patterns. Trigger phrases: "plan", "planning", "break down", "decompose", "task breakdown", "prioritize", "estimate", "risk assessment", "project plan", "implementation plan", "work breakdown", "what order", "dependencies", "scope", "how to approach", "complex task", "multi-step"
checkpoint
by corygabrielsen
Swarm-safe git checkpoint workflow to validate, stage, commit, and optionally push work in any repo. Use when user says "checkpoint", "save", "commit", "stage and commit", or wants a safe, repeatable snapshot.
dig-controllers
by Idate96
"Start Moleworks dig controllers (dig_3d, dig_newton, dig_ee, etc.) in a split tmux window: one pane runs the controller launch, the other pane runs lifecycle helpers and shows the ros2 action send_goal command. Use when you want to start/activate a dig controller and manually trigger its action."
everclaw
by profbernardoj
Open-source first AI inference — GLM-5 as default, Claude as fallback only. Own your inference forever via the Morpheus decentralized network. Stake MOR tokens, access GLM-5, GLM-4.7 Flash, Kimi K2.5, and 30+ models with persistent inference by recycling staked MOR. Open-source first model router routes all tiers to Morpheus by default — Claude only kicks in as an escape hatch when needed. Includes Morpheus API Gateway bootstrap for zero-config startup, OpenAI-compatible proxy with auto-session management, automatic retry with fresh sessions, OpenAI-compatible error classification to prevent cooldown cascades, multi-key auth rotation v2 with proactive DIEM balance monitoring and reactive 402 watchdog, Gateway Guardian v5 with direct curl inference probes (eliminates Signal spam), proactive Venice DIEM credit monitoring, circuit breaker for stuck sub-agents, nuclear self-healing restart, always-on proxy-router with launchd auto-restart, smart session archiver, three-shift cyclic execution engine (v2 with 15-minute execution loops), 24/7 always-on power configuration for macOS, bundled security skills, zero-dependency wallet management via macOS Keychain, x402 payment client for agent-to-agent USDC payments, ERC-8004 agent registry reader for discovering trustless agents on Base, and hardware-aware local Ollama fallback with auto model selection (Qwen3.5 family, 1.5B–72B based on available RAM/GPU).
docxmakebetter
by jakerains
"Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks"
qianchuan-ad-creative-workflow
by Ethan37358
Create Qianchuan/Douyin ad creative workflows for ecommerce and livestream conversion. Use when the user wants 千川投放素材, 巨量千川创意, 抖音广告口播, 直播间引流脚本, 商品卡成交素材, ad script matrices, storyboard/material plans, compliance-aware口播 variants,素材采集 planning, batch video production planning, or post-campaign creative iteration from CTR/CVR/ROI data.
roadmap-management
by ichuan
"Minimalist project roadmap management using a position-based priority system in ROADMAP.md. Use when users want to: (1) Create or initialize a project roadmap, (2) Add tasks/features to a roadmap, (3) Update task priorities or status, (4) Reorganize roadmap items, (5) Move tasks between sections (Inbox/Doing/Next Up/Backlog/Done), (6) Clean up or review the roadmap, or any other roadmap planning and tracking activities. Triggered by keywords like 'roadmap', 'task planning', 'project planning', 'milestone', 'priority'."
youtube-transcript
by range3
Fetch subtitles/transcripts from YouTube videos and use them as context for summarization, analysis, translation, or Q&A. Use this skill whenever a user shares a YouTube URL and asks to summarize, explain, or discuss the video content, or when they explicitly ask for subtitles or a transcript. Trigger on any youtube.com, youtu.be, or YouTube Shorts link that appears in conversation where understanding the video content is needed.
rl-isaaclab
by Idate96
"End-to-end IsaacLab RL workflow in moleworks_ext: run with isaaclab.sh -p, local smoke tests, cluster submit/monitor/debug on Euler, sync results, benchmark pulled policies, and generate temporal training plots."
temporal-python-pro
by mokbhai
Master Temporal workflow orchestration using the Python SDK. Use PROACTIVELY for workflow design, microservice orchestration, long-running processes, saga pattern implementation, distributed transactions, or any durable execution patterns. Covers workflows, activities, determinism, testing strategies, and production deployment with Python-specific best practices and common pitfalls.
dig-bag-recording
by Idate96
Start fast split rosbag recording for Mole dig/newton runs using the state-estimator convention. Use when you want separate bags for sensors, state, commands, lidar, camera (compressed image topics), and elevation_map, typically in tmux during digging experiments.
async-python-patterns
by mokbhai
Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-blocking operations.
robot-move-to-position
by Idate96
Move Mole/Menzi arm joints to explicit target positions using closed-loop velocity commands on /mole/actuator_commands with feedback from /mole/joint_states. Use when the user asks to place J_TURN/J_BOOM/J_STICK/J_TELE/J_EE_PITCH at specific values, preposition before sysid experiments, or recover to a safe mid pose.
ralph
by realRoc
"Convert PRDs to prd.json format for the Ralph autonomous agent system. Use when you have an existing PRD and need to convert it to Ralph's JSON format. Triggers on: convert this prd, turn this into ralph format, create prd.json from this, ralph json."
task-management
by jwilger
Work decomposition, dependency ordering, and status tracking for software tasks. Activate when breaking down features into tasks, managing work items, tracking dependencies, creating stories or epics, or asking what to work on next. Works with any task tool: harness-native todos, dot CLI, GitHub Issues, or file-based tracking.
synthclaw
by casus
Render Blender files with agent-controlled procedural parameters for synthetic data generation. A key capability of this skill is returning dynamic quality metrics (Naturalness and LPIPS) upon generation and measuring dataset-wide diversity (Shannon entropy), allowing agents to be guided by the metric results to iteratively optimize parameter ranges and improve synthetic data usefulness. Supports CYCLES (production) and EEVEE (fast testing) render engines.
safe-update
by web3blind
Stateful and low-risk OpenClaw update workflow with precheck, backup, release-impact analysis, postcheck, auto-rollback, and cleanup. Use when user asks to safely update OpenClaw with rollback-ready backups and minimal manual steps.
spec-implement
by anyoneanderson
Specification-driven implementation — Execute implementation from specs to PR. Reads issue-to-pr-workflow.md as playbook, enforces coding-rules.md as quality gates, tracks progress via tasks.md checkboxes with resume capability. English triggers: "Implement from spec", "Start implementation", "Execute spec tasks" 日本語トリガー: 「仕様書から実装」「実装を開始」「specタスクを実行」
spec-workflow-init
by anyoneanderson
Development workflow generator — Generate issue-to-pr-workflow.md for your project. Creates a project-specific development workflow through interactive dialogue, covering branch strategy, quality gates, development style, and optional sub-agent definitions. English triggers: "Generate workflow", "Create development workflow", "Setup issue-to-PR flow" 日本語トリガー: 「ワークフローを生成」「開発フローを作成」「Issue-to-PRフローを設定」
letterly-update-subscription
by psycho-baller
Automates the process of starting a new 7-day free trial on Letterly and then immediately canceling the subscription (to prevent automatic charges after 7 days). This skill handles the navigation from Letterly to Stripe Checkout and then back to the Stripe Billing Portal for cancellation. Use when the user asks to "start a new trial", "update my subscription", or "reset my trial on letterly".
gcp-batch-inference
by viktor-ferenczi
Running batch inference on Google Cloud (also known as Vertex AI)