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implementation-planning
Use when you have specifications or requirements for multi-step implementation tasks requiring comprehensive documentation for handoff
valyu-best-practices
Complete Valyu API toolkit for AI agents. Use this skill when asked to perform real-time search across web, academic, medical, transportation, financial sources, content extraction from URLs, AI-powered answers with citations, or comprehensive deep research reports.
ml-paper-read-2026
Analyze machine learning research papers as cohesive narratives, reconstructing the complete story from problem to solution. Use when the user uploads a PDF paper and requests analysis with phrases like "read this paper", "analyze this paper", "explain the story", "what's the narrative", or asks for a summary that goes beyond facts to understand the authors' reasoning and creative process. Works for papers in ML, computer vision, NLP, AI safety, deep learning, and related fields.
scrum-master-agent
Comprehensive Scrum Master assistant for sprint planning, backlog grooming, retrospectives, capacity planning, and daily standups with intelligent context-aware reporting
latex-posters
Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, figure integration, and poster-specific best practices for visual communication.
peer-review
Systematic peer review toolkit. Evaluate methodology, statistics, design, reproducibility, ethics, figure integrity, reporting standards, for manuscript and grant review across disciplines.
Archon Manager
Master Archon MCP for strategic project management, task tracking, and knowledge base operations. The strategic layer (WHAT/WHEN) that coordinates with Skills (HOW). Use when managing projects, tracking tasks, querying knowledge bases, or implementing the Archon+Skills two-layer architecture.
netbox-integration-best-practices
Best practices for building integrations with NetBox REST and GraphQL APIs. Use when building NetBox API integrations, reviewing integration code, troubleshooting NetBox performance issues, planning automation architecture, writing scripts that interact with NetBox, using pynetbox, configuring Diode for data ingestion, or implementing NetBox webhooks.
Task Breakdown Specialist
Break large tasks into ADHD-friendly micro-tasks that minimize activation energy and maximize momentum. Use when feeling overwhelmed, can't start a task, or need to make progress visible. Optimized for ADHD developers with 15-minute task chunking and dopamine-driven ordering.
Orchestration Planner
Plan multi-step workflows using capability graph and Codex-powered goal decomposition with HTN-style hierarchical task planning.
PRP Generator
Guides creation of Product Requirements Prompts (PRPs) - comprehensive requirement documents that serve as the foundation for AI-assisted development
System Diagnostician
Performs Codex-assisted project health diagnostics, identifies capability gaps, and produces prioritized improvement plans.
falcon-deep-research
Imported from https://github.com/starwreckntx/IRP__METHODOLOGIES-.
jmcomic
Search, browse, and download manga from JMComic (18comic). Use for manga discovery, ranking, downloads, and configuration management.
plan
PLANNING PHASE - Decompose specification into task DAG with dependencies and phases. DO NOT invoke execute skill.
incremental-research
構造化された調査ワークフローを実行する。ユーザーが「調べて」「調査して」「調べたい」「調査したい」「〜について調べて」「〜を調べて」「調査」と言った時に使用する。調査計画をmarkdownファイルに記載し、各調査項目の状態と結果を順次更新しながら体系的に調査を進める。
storyboard-manager
Assist writers with story planning, character development, plot structuring, chapter writing, timeline tracking, and consistency checking. Use this skill when working with creative writing projects organized in folders containing characters, chapters, story planning documents, and summaries. Trigger this skill for tasks like "Help me develop this character," "Write the next chapter," "Check consistency across my story," or "Track the timeline of events."
proceed
Execute an implementation plan with surgical precision. Use after a planning phase (plan-now or similar) has produced a step-by-step strategy and identified critical files. Focuses on precise code changes with verification at each step.
askme
Verbalized Sampling (VS) protocol for deep intent exploration before planning. Use when starting ambiguous or complex tasks, when multiple interpretations exist, or when you need to explore diverse intent hypotheses and ask maximum clarifying questions before committing to an approach.
deep-research
Web research with Graph-of-Thoughts for fast-changing topics. Use when user requests research, analysis, investigation, or comparison requiring current information. Features hypothesis testing, source triangulation, claim verification, Red Team, self-critique, and gap analysis. Supports Quick/Standard/Deep/Exhaustive tiers. Creative Mode for cross-industry innovation.
parallel-launch
Decompose a task into independent concerns and execute them through aggressively parallel, specialized agent groups. Use when a request involves multiple independent sub-tasks, research across separate domains, or work that can be parallelized across files or modules.
plans
Software architect and planning specialist - conduct thorough read-only planning before any action. Use when exploring a codebase to design implementation plans, defining objectives, gathering relevant files, and summarizing available tools before coding begins.
ralph
Interactive planning skill for Claude Code. Generates specs, implementation plans, and loop infrastructure through clarifying questions.
quarto
Imported from https://github.com/PovertyAction/ipa-research-data-science-hub.