Automation
Task automation and scripting
skill-performance-monitor
by oyi77
Monitor and analyze skill effectiveness in real-time. Track usage, success rates, response quality, and user satisfaction for continuous optimization.
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).
writing-plans
by rakaadi
Use when you have a spec or requirements for a multi-step task, before touching code
ai-model-orchestrator
by famaoai-creator
Dynamically selects the optimal AI model based on task complexity, cost, and latency. Routes requests to Gemini, GPT-4, Claude, or local LLMs to maximize efficiency.
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.
food-tracking
by mzt-76
Suivi alimentaire et food logging. Enregistrement d'aliments dans le journal alimentaire via le script log_food_entries ("j'ai mange...", suivi rapide).
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."
execute-plan
by shuymn
"Executes one user-selected task from an approved plan bundle using TDD, or rechecks DoD independently (mode=implement dod-recheck). Use when the user specifies a task ID to implement, e.g. \"execute Task 3\" or \"implement task 5\", after decompose-plan review PASS. Also use with dod-recheck mode when the user says \"recheck task DoD\", \"verify task completion\", or \"dod-recheck\"."
adversarial-verify
by shuymn
"Adversarial verification of a completed task — tries to break the implementation through edge cases, error paths, security probes, and concurrency attacks. Required for Critical/Sensitive tiers (conditionally for Standard with impl files). Use after execute-plan dod-recheck PASS."
shopping-list
by mzt-76
Generation de liste de courses categorisee a partir d'un plan de repas stocke en base de donnees. "liste de courses", "qu'est-ce que je dois acheter ?".
setup-ralph
by shuymn
Prepares .ralph/ runtime state from an approved and reviewed plan bundle. Syncs plan tasks into prd.json and updates prompt.run.md with project-specific context and quality gates. Use after plan approval, decompose-plan review PASS, and ralph init.
generating-google-slides
by sumik5
Generates Google Slides presentations from unstructured text via Google Apps Script slideData arrays. Use when creating presentations from meeting notes, proposals, or memos. For presentation content quality improvement, use improving-presentations instead. For frontend UI components, use designing-frontend; for LaTeX documents, use writing-latex instead.
creating-flashcards
by sumik5
Creates Anki flashcards from EPUB/PDF files by converting to markdown, auto-detecting content structure, and batch-importing via Anki MCP. Use when converting textbooks, question banks, or study materials into spaced repetition flashcards. For Anki MCP setup and direct card management, use using-anki-mcp instead.
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).
dependency-grapher
by famaoai-creator
Generate dependency graphs (Mermaid/DOT) from project files.
ask-db-migration-assistant
by NavanithanS
Safe database schema updates with migration and rollback scripts.
moleworks-ext-container-workflow
by Idate96
Launch and debug Moleworks IsaacLab commands inside the moleworks_ext Docker container with persistent tmux windows and captured output. Use when starting containerized training/play/eval scripts and when validating command startup.
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."
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.
implementing-as-tachikoma
by sumik5
Operates as Tachikoma Agent (Implementation Worker) performing actual code implementation. Use when receiving task assignments from Claude Code for implementation work, test creation, or documentation. Adapts to frontend, backend, or testing roles based on task assignment.
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.
subagent-driven-development
by Kodria
Use when executing implementation plans with independent tasks in the current session
automated-support-architect
by famaoai-creator
Generates high-quality user support assets (FAQs, Troubleshooting Guides, Chatbot Knowledge) directly from source code and requirements. Bridges the gap between developers and end-users.
optimizing-bash-scripts
by Ven0m0
Analyzes bash scripts for performance bottlenecks, coding standards, and modern tool replacements. Use when optimizing shell scripts, consolidating scripts, or preparing for production. Triggers include "optimize bash", "shellcheck", "script performance", or "consolidate scripts".