Automation
Task automation and scripting
pipeline
by agenticnotetaking
End-to-end source processing -- seed, reduce, process all claims through reflect/reweave/verify, archive. The full pipeline in one command. Triggers on "/pipeline", "/pipeline [file]", "process this end to end", "full pipeline".
dspy-optimize-anything
by OmidZamani
Universal text artifact optimizer using GEPA's optimize_anything API for code, prompts, agent architectures, configs, and more
perl-validate
by Jamie-BitFlight
This skill should be used when the user asks to "validate Perl script", "check Perl syntax", "verify Perl code", "/perl-validate", or mentions script validation, compile check, security review, or best practice compliance for Perl code.
background-jobs
by cosmix
Background job processing patterns including job queues, scheduled jobs, worker pools, and retry strategies. Use when implementing async processing, job queues, workers, task queues, async tasks, delayed jobs, recurring jobs, scheduled tasks, ETL pipelines, data processing, ML training jobs, Celery, Bull, Sidekiq, Resque, cron jobs, retry logic, dead letter queues, DLQ, at-least-once delivery, exactly-once delivery, job monitoring, or worker management.
setup
by Jamie-BitFlight
Use when installing, updating, or troubleshooting the dasel v3 binary — runs the install script, verifies installation, and diagnoses PATH and download issues
concurrency
by cosmix
Comprehensive concurrency and parallelism patterns for multi-threaded and async programming. Use when implementing async/await, parallel processing, thread safety, worker pools, or debugging race conditions and deadlocks. Triggers: async, await, thread, mutex, lock, semaphore, channel, actor, parallel, concurrent, race condition, deadlock, livelock, atomic, futures, promises, tokio, asyncio, goroutine, spawn, Arc, Mutex, RwLock, mpsc, select, join, worker pool, queue, synchronization, critical section, context switch.
physical
by Soul-Brews-Studio
Physical location awareness from FindMy. Use when user says "physical", "where am I", "location", "where is nat", or needs to check current physical location.
dev.do
by kevinslin
End-to-end development task intake and execution. Use when the user gives a dev task (feature/bug/refactor) as a file path, pasted description, or git issue and wants it completed; this skill gathers context, asks clarifying questions if needed, then runs the dev.loop workflow to deliver the change.
land
by kevinslin
Finalize a task by syncing status to the originating GitHub issue and, when in an AG directory, updating durable project docs (progress.md, memory.md, and related task tracking files).
tdd-workflow
by dgalarza
Use this skill whenever you are implementing a feature using TDD.
writing-implementation-plans
by ed3dai
Use when design is complete and you need detailed implementation tasks for engineers with zero codebase context - creates comprehensive implementation plans with exact file paths, complete code examples, and verification steps assuming engineer has minimal domain knowledge
cninfo-to-notebooklm
by jarodise
Use when user wants to analyze China stock reports (A-share or Hong Kong), upload annual/quarterly reports to NotebookLM, or research a Chinese listed company's financials
reduce
by agenticnotetaking
Extract structured knowledge from source material. Comprehensive extraction is the default — every insight that serves the domain gets extracted. For domain-relevant sources, skip rate must be below 10%. Zero extraction from a domain-relevant source is a BUG. Triggers on "/reduce", "/reduce [file]", "extract insights", "mine this", "process this".
agent-orchestrator
by sundial-org
Meta-agent skill for orchestrating complex tasks through autonomous sub-agents. Decomposes macro tasks into subtasks, spawns specialized sub-agents with dynamically generated SKILL.md files, coordinates file-based communication, consolidates results, and dissolves agents upon completion. MANDATORY TRIGGERS: orchestrate, multi-agent, decompose task, spawn agents, sub-agents, parallel agents, agent coordination, task breakdown, meta-agent, agent factory, delegate tasks
affiliatematic
by sundial-org
Integrate AI-powered Amazon affiliate product recommendations into websites using affiliatematic.com. Use when you need to: (1) Add Amazon affiliate widgets to a website, (2) Set up automated product recommendations based on page content, (3) Optimize affiliate revenue with AI-powered product matching, (4) Configure affiliate marketing automation. Triggers: amazon affiliate, affiliate marketing, product recommendations, affiliate widget, amazon associates integration, monetize website with amazon.
adhd-daily-planner
by sundial-org
Time-blind friendly planning, executive function support, and daily structure for ADHD brains. Specializes in realistic time estimation, dopamine-aware task design, and building systems that actually work for neurodivergent minds.
reweave
by agenticnotetaking
Update old notes with new connections. The backward pass that /reflect doesn't do. Revisit existing notes that predate newer related content, add connections, sharpen claims, consider splits. Triggers on "/reweave", "/reweave [note]", "update old notes", "backward connections", "revisit notes".
patch-diff-analyzer
by HacktronAI
Specialized in reverse-engineering compiled binaries (JARs, DLLs). Use this when the user asks to compare versions, find security fixes, or analyze binary patches.
batch-processing-jobs
by aj-geddes
Implement robust batch processing systems with job queues, schedulers, background tasks, and distributed workers. Use when processing large datasets, scheduled tasks, async operations, or resource-intensive computations.
browser-use
by Saik0s
AI-driven browser automation via Model Context Protocol
jj-todo-workflow
by YPares
Structured TODO commit workflow using JJ (Jujutsu). Use to plan tasks as empty commits with [task:*] flags, track progress through status transitions, manage parallel task DAGs with dependency checking. Enforces completion discipline. Enables to divide work between Planners and Workers. Requires the working-with-jj skill
writing-bash-scripts
by lexler
Bash script style guide. Always use when writing bash scripts, shell scripts, or CLI bash tools.
using-uv
by lexler
Python package and project management with UV. Use when creating Python scripts, initializing projects, or managing dependencies.
workflow-execute-plans
by Heyvhuang
"Execute written implementation plans: first read and critically review the plan, then implement in small batches (default 3 tasks), produce verification evidence per batch and pause for feedback; must stop immediately and ask for help when blocked/tests fail/plan unclear. Trigger words: execute plan, implement plan, batch execution, follow the plan."