Automation
Task automation and scripting
iterative-retrieval
by xu-xiang
用于逐步优化上下文检索以解决子智能体（subagent）上下文问题的模式
Playwright Browser Automation
by smallnest
Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login flows, check links, automate any browser task. Use when user wants to test websites, automate browser interactions, validate web functionality, or perform any browser-based testing.
webapp-testing
by smallnest
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.
request-analyzer
by smallnest
Proactively analyze user requests at the start of conversations to determine task type, assess prompt quality, and intelligently recommend which skills to activate. Should activate for ALL user requests to ensure optimal workflow. Evaluates clarity, specificity, and completeness to suggest prompt-optimizer when needed. Identifies UI design tasks for ui-analyzer and component requests for react-component-generator. Acts as intelligent skill coordinator.
context-management
by 89jobrien
Context management specialist for multi-agent workflows and long-running
spec-executor
by ky1ejs
Execute implementation specs with batched checkpoints. Follows specs exactly, stops on blockers, supports parallelization.
platxa-skill-generator
by platxa
Autonomous skill creator for Claude Code CLI. Uses multi-phase orchestrated workflow with Task tool subagents to research domains, design architecture, generate content, and validate quality. Creates production-ready skills following Anthropic's Agent Skills specification.
simpo
by wundercorp
Reference-free preference alignment, simpler than DPO.
kanban-video-orchestrator
by wundercorp
Plan and run multi-agent video production pipelines.
archify
by wundercorp
Validated interactive HTML diagrams, upstream-maintained.
audiocraft-audio-generation
by wundercorp
"AudioCraft: MusicGen text-to-music, AudioGen text-to-sound."
pytorch-lightning
by wundercorp
Clean training loops with built-in distributed support.
modal
by wundercorp
Serverless GPU cloud for ML jobs and model APIs.
flash-attention
by wundercorp
Speed up long-sequence transformer training and inference.
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".
Beads Decompose
by wcygan
Configuration for Development Environments
phase1-lite
by nguyenthienthanh
"Ultra-compact Phase 1 requirements output. HARD CAP: 500 tokens."
clone-sprint
by wcygan
Sprint-scoped MVP builder that consumes clone-research output. Decomposes research into a beads task DAG (epics per bounded context, subtasks per feature slice), spawns worktree-isolated builder agents in batches of 2-3, merges via bd merge-slot, and reports progress. Idempotent: first invocation creates the DAG; subsequent invocations run the next sprint via bd ready. Keywords: clone, build, sprint, MVP, beads, worktree, parallel, task DAG, feature slice
Beads Assign
by wcygan
Configuration for Development Environments
session-continuation
by nguyenthienthanh
"Manage workflow state across sessions with handoff and resume. TOON-based state persistence."
brainstorm
by wcygan
Multi-agent brainstorming for software design decisions and architecture choices. Spawns parallel agents with differentiated roles (codebase explorer, trade-off analyst, devil's advocate) to evaluate options, surface blind spots, and produce structured analysis including trade-off matrices, pre-mortems, and ADR-ready summaries. Use when making architecture decisions, choosing between approaches, or evaluating trade-offs. Keywords: brainstorm, decision, trade-off, architecture, design, evaluate, options, approach, choose, pros cons, ADR, pre-mortem, WWHTBT
learning-analyzer
by nguyenthienthanh
"Analyze collected learning data from Supabase to identify success patterns, failure patterns, optimization opportunities, and agent performance trends."
ab-create-task
by ayoubben18
Create a focused task and break it into test-driven missions. Use when the user wants to start a new feature, fix a bug, or begin implementation work.
sync-architecture
by ayoubben18
Post-implementation documentation-sync detector. Spins up ONE read-only subagent on a completed task's diff to find everything the change introduced that the architecture docs don't yet know about — new endpoints, patterns, dependencies, domain terms, ADR-worthy decisions — routed to the exact doc each belongs in. Autonomous runs apply only append-only safe additions and defer domain/ADR reshapes; interactive runs present the proposed doc deltas to pick. Use after a task's missions are done (from create-task / start-task / start-roadmap) or standalone on a diff.