Automation
Task automation and scripting
bio-assembly-qc
by fmschulz
Assemble genomes/metagenomes and produce assembly QC artifacts.
AIDP Ruby Planning API
by viamin
Expert in using AIDP's Ruby planning utilities (parsers, generators, mappers, builders)
qt-translation-assistant
by re2zero
Use when user requests translating Qt project localization files (TS files), automating translation workflows, or setting up multilingual support for Qt applications. This skill uses parallel processing with ThreadPoolExecutor to translate TS (Translation Source) files efficiently.
designing-workflows
by axiomantic
"Use when designing systems with explicit states, transitions, or multi-step flows. Triggers: \"design a workflow\", \"state machine\", \"approval flow\", \"pipeline stages\", \"what states does X have\", \"how does X transition\", or when implementing-features Phase 2.1 detects workflow patterns."
literature-synthesis
by dozybot001
Synthesize literature, findings, or multiple sources into a coherent report. Use when task involves literature review, synthesizing research, or combining multiple inputs into themes and conclusions.
emotional-stakes
by axiomantic
"Use when writing subagent prompts, skill instructions, or any high-stakes task requiring accuracy and truthfulness"
analyzing-skill-usage
by axiomantic
"Analyze session transcripts to extract skill invocation patterns, score invocations, and produce comparative metrics for skill improvement decisions."
git-commit-workflow
by re2zero
Expertise in structured Git commit workflow with Chinese team conventions. Use
task-output-validator
by dozybot001
Validate task output against criteria before calling Finish. Use when the task has a validation spec (criteria, optionalChecks). Load this skill, write output to sandbox, run validate script, fix issues if validation fails, then call Finish.
instruction-engineering
by axiomantic
"Use when crafting, improving, or reviewing prompts, system prompts, skill instructions, or any text that instructs an LLM. Triggers: 'write a prompt', 'prompt engineering', 'improve this prompt', 'design a system prompt', 'write skill instructions', 'craft agent instructions'. Provides CSO (Claude Search Optimization) guidance for skill descriptions. Also invoked by writing-skills."
vibecoding-refactor
by GCWing
Vibe Coding Engineering Refactoring Methodology. Systematically refactor AI-generated code through architecture-layer and module-layer deep analysis, discovering duplicate implementations, unused resources, inconsistent patterns, and other typical problems. Supports persistent task management for incremental execution. Use when asked to refactor code, clean up patches, improve code quality, analyze architecture, or optimize codebase.
flutter-executing
by vp-k
Use when you have a written implementation plan to execute with review checkpoints
schedule-manager
by niracler
(macOS only) 通过 osascript 和 reminders-cli 管理 Apple Calendar 和 Reminders，遵循 GTD 方法论。Triggers on "schedule", "calendar", "reminders", "GTD", "todo". 触发场景：用户说「安排会议」「创建提醒」「查看日程」「规划下周」「添加待办」「今天要做什么」「周回顾」「记一下」「别忘了」时触发。
flutter-review-request
by vp-k
Use when completing tasks, implementing major features, or before merging to verify Flutter code meets requirements
designing-workflow-skills
by runkids
Guides the design and structuring of workflow-based Claude Code skills with multi-step phases, decision trees, subagent delegation, and progressive disclosure. Use when creating skills that involve sequential pipelines, routing patterns, safety gates, task tracking, phased execution, or any multi-step workflow. Also applies when reviewing or refactoring existing workflow skills for quality.
property-based-testing
by runkids
Provides guidance for property-based testing across multiple languages and smart contracts. Use when writing tests, reviewing code with serialization/validation/parsing patterns, designing features, or when property-based testing would provide stronger coverage than example-based tests.
orchestrate
by acedergren
Coordinate parallel agent teams to execute multi-task implementation plans. Use when running phase tasks from the task plan, parallelizing independent implementation work, or executing custom plan files. Supports interactive (in-session TeamCreate agents) and headless (claude -p fire-and-forget processes) execution modes with task ledger tracking, heartbeat monitoring, budget control, and wave-based quality gates.
data-type-converter
by dkyazzentwatwa
Convert between data formats (JSON, CSV, XML, YAML, TOML). Handles nested structures, arrays, and preserves data types where possible.
ralph-wiggum
by agrimsingh
Implements the Ralph Wiggum autonomous iteration technique with deliberate context management. Use when building greenfield projects, iterating on well-defined tasks, or when continuous autonomous development is needed. Manages context like memory - tracks allocations, prevents redlining, and knows when to start fresh.
just
by enuno
Just command runner for saving and running project-specific commands
Bankr Agent - Automation
by BankrBot
This skill should be used when the user asks about "limit order", "stop loss", "DCA", "TWAP", "schedule", "automate", "recurring order", "price trigger", "cancel automation", "my automations", or any automated trading operation. Provides guidance on limit orders, scheduled commands, and automated strategies.
PicoClaw Fleet
by EricGrill
Optional teardown if requested
automotive-expert
by personamanagmentlayer
Expert-level automotive systems, connected vehicles, fleet management, telematics, ADAS, and automotive software
agent-estimation
by ZhangHanDong
Accurately estimate AI agent work effort using the agent's own operational units (tool-call rounds) instead of human time. Use when asked to estimate, scope, plan, or evaluate how long a coding task will take. Prevents the common failure mode where agents anchor to human developer timelines and massively overestimate. Outputs a structured breakdown with round counts, risk factors, and a final wallclock conversion.