Automatització
Automatització de tasques i creació de scripts
implementation-workflow
NickCrew
Use when turning PRDs or feature specs into actionable implementation workflows - provides structured task decomposition, dependency mapping, and validation gates.
development-estimation
NickCrew
Use when estimating time, effort, or complexity for features or projects - provides structured estimation workflows with breakdowns, risks, and confidence intervals.
code-quality-workflow
NickCrew
Use when assessing or improving code quality, maintainability, performance, or security hygiene - provides workflows for analysis, code review, and systematic improvements with validation steps.
code-explanation
NickCrew
Use when explaining code, concepts, or system behavior to a specific audience level - provides a structured explanation workflow with depth control and validation steps.
cortex-skills-loop
NickCrew
"Drives the cortex skills recommend-feedback-rate loop. Use when a context change occurs (new file types, domain shift, task pivot) or when a task completes and skill effectiveness should be recorded."
multi-llm-consult
NickCrew
Consult external LLMs (Gemini, OpenAI/Codex, Qwen) for second opinions, alternative plans, independent reviews, or delegated tasks. Use when a user asks for another model's perspective, wants to compare answers, or requests delegating a subtask to Gemini/Codex/Qwen.
git-ops
NickCrew
Use when performing git operations or generating smart commit messages - provides safe git workflow guidance, validation checks, and conventional commit formatting.
feature-implementation
NickCrew
Use when implementing a feature or multi-file code change - provides structured implementation flow with persona selection, validation, and testing guidance.
evaluator-optimizer
NickCrew
Iterative refinement workflow for polishing code, documentation, or designs through systematic evaluation and improvement cycles. Use when refining drafts into production-grade quality.
documentation-production
NickCrew
Use when generating, updating, or organizing documentation (component/API docs, project indexes, diagrams, tutorials, learning paths) - provides structured workflows and references for docs generation, indexing, diagrams, and teaching.
create-hat-collection
mikeyobrien
Generates new Ralph hat collection presets through guided conversation. Asks clarifying questions, validates against schema constraints, and outputs production-ready YAML files.
evaluate-presets
mikeyobrien
Use when testing Ralph's hat collection presets, validating preset configurations, or auditing the preset library for bugs and UX issues.
code-task-generator
mikeyobrien
Generates structured .code-task.md files from descriptions or PDD implementation plans. Auto-detects input type, creates properly formatted tasks with Given-When-Then acceptance criteria.
tech-debt-portfolio
proflead
Assess and prioritize tech debt items. Use when a senior developer needs an investment plan for debt reduction.
small-script-generator
proflead
Generate a small helper script for repetitive tasks. Use when a junior developer needs a quick automation snippet.
human-writing
doodledood
'Research-backed principles for writing prose that avoids AI tells. Apply when writing articles, blog posts, emails, marketing copy, social media, or any prose content. Covers vocabulary, structure, tone, rhythm, and craft techniques that make writing feel authentically human. Not for code, commit messages, or technical documentation.'
background-jobs
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.
Hold my hand
melodic-software
"Standing posture for multi-step work: only the current phase (exact steps, expected output, common failure, who acts, advancing reply), later ones as a 'Phase 1 of 8' count. Use when: 'hold my hand', 'walk me through this', 'one step at a time', 'one phase at a time', 'don't show me the next step yet', 'guide me through all of this', 'exact steps', 'hand-hold'. Not adhd:shape (shows every step), adhd:clarify (one message), wizard:generate (human-run script), session-flow:workflow (next stage)."
auto-dev-setup
miles990
設定 Auto-Dev workflow，實現 Human-in-the-Loop 自動化開發
csharp-dotnet
miles990
C# and .NET development patterns
beads
matthiasn
Use for authorized Lotti maintainer work that needs private durable task tracking, issue dependencies, blocker management, multi-session handoff, or shared agent memory. Public contributors use GitHub Issues instead.
extract-test-set
tradingstrategy-ai
Extract raw price dataframe for a test case
check-vault-onchain
tradingstrategy-ai
Check our feature flagging against an onchain vault
claudish-usage
MadAppGang
CRITICAL - Guide for using Claudish CLI ONLY through sub-agents to run Claude Code with any AI model (OpenRouter, Gemini, OpenAI, local models). NEVER run Claudish directly in main context unless user explicitly requests it. Use when user mentions external AI models, Claudish, OpenRouter, Gemini, OpenAI, Ollama, or alternative models. Includes mandatory sub-agent delegation patterns, agent selection guide, file-based instructions, and strict rules to prevent context window pollution.