Claude Skills by thedixitjain

Agent skill for code-review-swarm - invoke with $agent-code-review-swarm

Agent skill for coder - invoke with $agent-coder

Agent skill for collective-intelligence-coordinator - invoke with $agent-collective-intelligence-coordinator

Agent skill for consensus-coordinator - invoke with $agent-consensus-coordinator

Agent Context Isolation

'Execute proactive auto-loading: automatically detects and loads agents.md files. Use when appropriate context detected. Trigger with relevant phrases based on skill purpose. '

> Agent spawning, lifecycle management, and coordination patterns. Manages 60+ agent types with specialized capabilities. Use when: spawning agents, coordinating multi-agent tasks, managing agent pools. Skip when: single-agent work, no coordination needed.

Agent skill for coordinator-swarm-init - invoke with $agent-coordinator-swarm-init

Agent skill for crdt-synchronizer - invoke with $agent-crdt-synchronizer

'Create production-grade agent .md files aligned with the Anthropic 2026 spec (16-field schema). Also validates existing agents against the marketplace compliance rules. Use when building custom subagents, reviewing agent quality, or creating parallel agent architectures for orchestrator skills. Trigger with \"/agent-creator\", \"create an agent\", \"build a subagent\", or \"validate my agent\". Make sure to use this skill whenever creating agents/*.md files for plugins or standalone use. '

Create custom AI subagents with proper plugin structure, persona generation, and companion routing skills.

Agent skill for data-ml-model - invoke with $agent-data-ml-model

中文调试修复技能。用于报错、测试失败、页面异常、功能不符合预期、需要定位根因并做最小修复时。触发语包括\"进入调试模式\"\"帮我修问题\"\"报错了\"\"测试失败\"\"页面坏了\"\"找根因\"。

Mint a tamper-evident, post-quantum-signed receipt for a consequential agent action (deploy, delete, pay, grant-access, model decision) so it can be verified later from the certificate alone. Use when an autonomous agent takes a side-effecting action that may need to be proven later, or when satisfying EU AI Act Article 12 record-keeping. Three decisions: whether an action needs a receipt, minting it, verifying it. Signing is delegated to the open-source OpenAgentOntology package. Not after-t...

Use when a task matches a bound-deck playbook trigger, or when the user corrects output produced from a playbook. Fetch playbooks; propose patches from corrections.

Use at session start in a deck-bound workspace, or when the user asks for the deck status line / which deck is active.

Use when setting up Agent Deck, the MCP is disconnected, or the local daemon is down. Guides install/start with read-only checks; the user runs install commands.

Build, validate, and troubleshoot deep links for Codex, Cursor, VS Code, Visual Studio, and similar tools. Use when users ask for clickable links (especially in Slack) that open threads, files, folders, or app settings.

Use when the user asks to design a multi-agent system, pick an orchestration pattern (supervisor/swarm/pipeline), generate tool schemas for agents, or evaluate agent execution logs for cost, latency, and failure bottlenecks. Examples: 'design an agent architecture for research automation', 'generate Anthropic tool schemas from these tool descriptions', 'analyze these agent run logs for bottlenecks'. NOT for Claude Code workflow files (use workflow-builder) or single-agent prompt design (use a...

> 交互式 AI Agent 开发工作坊：通过 6 阶段深度协作对话，引导用户完成 Agent 需求分析、架构设计、 工具定义、Prompt 与编排设计、代码生成、验证迭代，产出可直接运行的 Agent 项目。 框架无关设计优先，支持 LangChain / EINO / AutoGen / AgentScope / CrewAI 等 ADK 框架。

This skill should be used when the user asks to \"create an agent\", \"add an agent\", \"write a subagent\", \"agent frontmatter\", \"when to use description\", \"agent examples\", \"agent tools\", \"agent colors\", \"autonomous agent\", or needs guidance on agent structure, system prompts, triggering conditions, or agent development best practices for Claude Code plugins.

This skill should be used when the user asks to \"create an agent\", \"add an agent\", \"write a subagent\", \"agent frontmatter\", \"when to use description\", \"agent examples\", \"agent tools\", \"agent colors\", \"autonomous agent\", or needs guidance on agent structure, system prompts, triggering conditions, or agent development best practices for Claude Code plugins.

Agent skill for docs-api-openapi - invoke with $agent-docs-api-openapi

中文漂移审计技能。用于项目或学习过程变乱、上下文漂移、任务分叉、多个方案冲突、命名不一致、Codex 可能顺手改多了时。触发语包括\"漂移检查\"\"感觉跑偏了\"\"项目变乱了\"\"检查是否失控\"\"分叉太多\"\"上下文漂移\"。

Head-to-head comparison of coding agents (Claude Code, Aider, Codex, etc.) on custom tasks with pass rate, cost, time, and consistency metrics

编码代理（Claude Code、Aider、Codex等）在自定义任务上的直接比较，包含通过率、成本、时间和一致性指标

カスタムタスクでコーディングエージェント（Claude Code、Aider、Codex など）をヘッドツーヘッドで比較し、合格率、コスト、時間、一貫性のメトリクスを測定します

Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agents achieve less than 50% on real-world benchmarks

Tracks per-agent token usage and flags waste in parallel dispatch. Use when evaluating parallel agent efficiency or after a multi-agent run.

Agent-first screenshots — an agent drives the real app via CDP and produces clean, defect-free product screenshots (newsletters, landing pages, social, decks, PR). Dual-channel verification (DOM + pixels + vision) in a capture loop. Use for any \"take/redo screenshots of the app\" task.

Build persistent agents on Azure AI Foundry using the Microsoft Agent Framework Python SDK.

Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code interpreter, file search, web search), integrating MCP servers, managing conversation threads, or implementing streaming responses. Covers function tools, structured outputs, and multi-tool agents.

Agent skill for github-modes - invoke with $agent-github-modes

Agent skill for github-pr-manager - invoke with $agent-github-pr-manager

Agent skill for goal-planner - invoke with $agent-goal-planner

Agent skill for gossip-coordinator - invoke with $agent-gossip-coordinator

| Patterns and techniques for adding governance, safety, and trust controls to AI agent systems. Use this skill when: Building AI agents that call external tools (APIs, databases, file systems) Implementing policy-based access controls for agent tool usage Adding semantic intent classification to detect dangerous prompts Creating trust scoring systems for multi-agent workflows Building audit trails for agent actions and decisions Enforcing rate limits, content filters, or tool restrictions on...

Turn any domain folder of skills into a bounded agentic loop: compile a goal into a verifiable task plan, execute tasks with the domain's own tools, verify every task with machine-run checks, retry with caps, escalate to a human when budgets exhaust, and refuse to close until everything is verified or explicitly waived. Use when you want an agent or subagent to pick up a goal and drive it to a verified close across one of this repo's 18 domains ('run this goal through the engineering harness'...

Design and optimize AI agent action spaces, tool definitions, and observation formatting for higher completion rates.

设计和优化AI代理的动作空间、工具定义和观察格式，以提高完成率。

AI エージェントのアクション空間、ツール定義、観測フォーマットを設計・最適化して完了率を向上させます。

../../../engineering/agent-harness/skills/agent-harness/SKILL.md

Agent skill for hierarchical-coordinator - invoke with $agent-hierarchical-coordinator

Agent skill for implementer-sparc-coder - invoke with $agent-implementer-sparc-coder

针对AI代理故障的结构化自调试工作流程，包括捕获、诊断、受限恢复和内省报告。

キャプチャ、診断、封じ込め回復、内省レポートを使用した AI エージェント障害のための構造化された自己デバッグワークフロー。

Structured self-debugging workflow for AI agent failures using capture, diagnosis, contained recovery, and introspection reports.

Loop-breaking self-diagnosis. Use when 3+ consecutive failures occur, circular retries persist, or context overwhelms the session.

Agent skill for issue-tracker - invoke with $agent-issue-tracker

中文学习教练技能。用于学习编程、英语、设计、产品、AI、数学或任何技能时，先诊断水平，再用讲解、练习、反馈、复习的循环推进。触发语包括\"进入学习模式\"\"我想学\"\"带我练\"\"帮我制定学习计划\"\"像教练一样教我\"。