Agents
AI agents and automation
verification-before-completion
by julianromli
Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always
agent-prompt
by treasure-data
Write effective system prompts for TD AI agents. Covers role definition, constraint specification, output formatting, tool usage instructions, and prompt structure patterns.
field-agent-deployment
by treasure-data
Best practices for developing, testing, and deploying production-ready Field Agents including R&D workflows, version control, testing strategies, and release management
Hedera Plugin Creation
by hedera-dev
This skill should be used when the user asks to "create a hedera plugin", "build a hedera agent kit plugin", "extend hedera agent kit", "create custom hedera tools", "add hedera functionality", "write a hedera tool", "implement hedera tool", or needs guidance on Hedera Agent Kit plugin architecture, tool definitions, mutation tools, query tools, or parameter schemas using Zod.
aps-doc-id-unification
by treasure-data
Expert documentation generation for ID unification layers. Documents identity resolution algorithms, merge strategies, match rules, entity graphs, and multi-workflow orchestration. Use when documenting ID unification processes.
find-skills
by julianromli
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.
claudish-usage
by MadAppGang
CRITICAL - Guide for using Claudish CLI ONLY through sub-agents to run Claude Code with OpenRouter models (Grok, GPT-5, Gemini, MiniMax). NEVER run Claudish directly in main context unless user explicitly requests it. Use when user mentions external AI models, Claudish, OpenRouter, or alternative models. Includes mandatory sub-agent delegation patterns, agent selection guide, file-based instructions, and strict rules to prevent context window pollution.
create-beads-orchestration
by AvivK5498
Bootstrap lean multi-agent orchestration with beads task tracking. Use for projects needing agent delegation without heavy MCP overhead.
diverse-content-gen
by rfxlamia
"Agent workflow for generating highly diverse creative content using Verbalized Sampling (VS) technique. Use when user requests multiple variations, brainstorming, creative ideas, or when standard prompting produces repetitive outputs. Increases diversity by 1.6-2.1Ã while maintaining quality. Works for: blog posts, social media captions, stories, campaign ideas, product descriptions, taglines, and open-ended creative tasks."
framework-critical-thinking
by rfxlamia
Architectural framework for building AI agents with critical thinking capabilities - structured reasoning selection (CoT/ToT/GoT), metacognitive monitoring, self-verification, and cognitive bias detection. Use when building or enhancing AI agents that require reliable, self-correcting, and transparent reasoning.
skillkit
by rfxlamia
Professional skill AND subagent creation with research-driven workflow and automated validation. USE WHEN: Creating new skills OR subagents, validating existing skills, deciding between Skills vs Subagents, migrating documents to skills/subagents, or running individual validation tools. PRIMARY TRIGGERS: "create skill" = Full skill creation (12 steps with research + execution planning) "create subagent" = Subagent creation (8 steps with template-based workflow) "validate skill" = Validation workflow (steps 3-8) "Skills vs Subagents" = Decision workflow (step 0) - recommends then creates "convert doc to skill" = Migration workflow "estimate tokens" = Token optimization "security scan" = Security audit WORKFLOW COMPLIANCE: Structured workflows with validation checkpoints. Research phase (Step 1c-1d) ensures skills based on proven approaches. DIFFERENTIATOR: Research-driven creation. Web search (3-5 queries) before building. Multi-proposal generation. 10 automation scripts (9 skill + 1 subagent). Quality 9.0+/10. NOW WITH SUBAGENT CREATION SUPPORT. REUSED: Anthropic's init_skill.py and package_skill.py (production-tested).
documenting-code
by alexei-led
Update project documentation based on recent changes. Use when user says "update docs", "document", "add documentation", "update readme", "write docs", or wants to improve documentation.
reviewing-code
by alexei-led
Multi-agent code review for security, quality, and architecture. Use when user says "review", "review code", "check code", "code review", "review my changes", "review this", or wants feedback on their code.
researching-web
by alexei-led
Web research via Perplexity AI. Use for technical comparisons (X vs Y), best practices, industry standards, documentation. Triggers on "research", "compare", "vs", "best practice", "which is better", "pros and cons".
electronics-supply-chain
by kishorkukreja
When the user wants to optimize electronics manufacturing supply chains, manage semiconductor sourcing, handle PCB assembly, or navigate component allocation. Also use when the user mentions "electronics manufacturing," "semiconductor supply chain," "PCB assembly," "EMS/ODM," "component allocation," "lead time management," "electronics sourcing," "PCBA," "contract manufacturing," or "electronics lifecycle management." For general manufacturing, see production-scheduling. For quality, see quality-management.
computer-vision-warehouse
by kishorkukreja
When the user wants to apply computer vision in warehouses, detect defects, track packages, count inventory, or automate visual inspection. Also use when the user mentions "computer vision," "image recognition," "object detection," "barcode reading," "package tracking," "quality inspection," "YOLO," "RCNN," "image classification," or "warehouse automation with vision." For general ML, see ml-supply-chain.
multi-lang-readme-cn
by YangsonHung
创建多语言 README。用于用户要求“中英 README”“多语言 README”“把 README 翻译成某语言”等场景。支持英文、德语、日语、韩语、中文，并保持 Markdown 结构与链接一致。
novel-writer-cn
by YangsonHung
小说创作助手，支持从零开始创作小说、续写章节、角色设计、世界观构建等。适用于各种类型（科幻、奇幻、悬疑、言情、武侠等）。触发场景：(1) 用户请求写小说，如"帮我写一部科幻小说"、"创作一个推理故事"； (2) 续写或修改现有内容，如"给这个故事续写一章"、"修改这个角色"； (3) 角色相关任务，如"帮我设计一个反派角色"、"给主角设计一个恋爱对象"； (4) 世界观构建，如"帮我设计一个魔法体系"、"构建一个赛博朋克世界"。
substrate
by Roasbeef
This skill provides agent mail management via the Subtrate command center. Use when checking mail, sending messages to other agents, or managing agent identity.
the-jira-cloud-platform-rest-api
by Yuyz0112
Jira Cloud platform REST API documentation. Use when working with the The Jira Cloud platform REST API or when the user needs to interact with this API.
update-github-actions-version
by jim60105
Update GitHub Actions versions in workflow files, focusing only on major version changes. Use when the user wants to update action versions, check for outdated GitHub Actions, or upgrade workflow dependencies to their latest major versions.
business-analyst
by aj-geddes
Product discovery and requirements analysis specialist. Conducts stakeholder interviews, market research, problem discovery, and creates product briefs. Use for product brief, brainstorm, research, discovery, requirements gathering, problem analysis, user needs, competitive analysis, and setting foundation before product planning. Hands off to product manager when analysis complete.
system-architect
by aj-geddes
Designs system architecture, selects tech stacks, defines components and interfaces, addresses non-functional requirements. Trigger words - architecture, system design, tech stack, components, scalability, security, API design, data model, NFR, patterns, microservices, monolith
create-skill
by launchdarkly
"Add a new skill to the LaunchDarkly agent-skills repo. Use when creating a new SKILL.md, adding a skill to the catalog, or aligning with repo conventions. Guides exploration of existing skills before creating."