Colin4k1024

将 CodeGraph 作为默认内置 MCP-backed 代码图谱能力接入，用于 brownfield 符号搜索、 调用链、影响面和上下文查询。输出必须回落到 `/team-*` 主链和 artifacts。

Use Open Design as an external local-first design workbench for prototypes, decks, mobile screens, dashboards, DESIGN.md systems, and exportable visual artifacts. Keep TSP responsible for team workflow, handoff, and quality gates.

将 GitNexus 作为受控可选代码智能能力接入，用于 brownfield MCP 查询、影响面分析、 detect_changes、多仓分析和更深代码图谱证据。输出必须回落到 `/team-*` 主链和 artifacts。

项目级上下文工程框架：通过 PROJECT / REQUIREMENTS / ROADMAP / STATE 四层文档 为每个任务建立结构化上下文，控制 token 预算，防止上下文腐烂， 确保跨会话连续性。与 context-lifecycle 的 L0-L3 层互补。

提供 React/Next 优先的前端工程规范，覆盖组件结构、状态分层、语义化、可访问性、 性能与交付质量。当前端工程师、架构师或 Tech Lead 需要统一工程做法时使用。

提供公司级前端 UI/UX 设计知识库，覆盖产品类型、视觉方向、设计 token、布局、 交互、可访问性、动效与交付检查。当前端任务需要统一设计语言或体验门禁时使用。

强化高能动性和高压闭环执行的行为技能。适用于连续失败、原地打转、空口完成、 把问题甩给用户、没搜就猜、修完就停等场景，也支持手动通过 /pua 进入核心模式。

ADK 框架适配层。为 LangChain / EINO / AutoGen / AgentScope / CrewAI 提供框架特定的 代码模板、惯用模式、API 映射和项目结构，供 agent-dev-workshop Phase 5 代码生成使用。 每个框架 reference 文件标注 verified_date 用于版本锁定。

Refines rough ideas through Socratic questioning, explores alternatives, presents design in digestible chunks for validation. Activates before writing any code or making major decisions.

Manages concurrent subagent workflows with task distribution, progress tracking, and result aggregation. Use when multiple independent tasks can run simultaneously.

Executes implementation plans task-by-task with two-stage review (spec compliance, then code quality). Enforces TDD cycle: RED-GREEN-REFACTOR. Activates when user says 'go' or approves plan.

Verifies completed work, runs tests, presents merge/PR options, and cleans up worktrees. Activates when all implementation tasks are complete.

Responds to code review feedback constructively, implements fixes, and communicates progress. Handles feedback professionally and improves code quality.

Reviews code against plan for correctness, bugs, security issues, and adherence to standards. Reports issues by severity. Activates between tasks or before merging.

Dispatches parallel subagents for concurrent task execution with two-stage review (spec compliance + code quality). Activates for large plans (10+ tasks) to maximize throughput.

Applies 4-phase root cause analysis: gather data, form hypothesis, test hypothesis, solve and verify. Includes root-cause-tracing, defense-in-depth, and condition-based-waiting techniques. Activates for any bug.

Reference for the A2UI SSE streaming protocol used by Superagent agents to push typed events to the frontend. TRIGGER when: implementing a new event type, debugging streaming output, writing frontend SSE consumers, or when the user asks "how does streaming work", "what events does the agent emit", "A2UI 协议". DO NOT TRIGGER when: working on HTTP REST endpoints unrelated to streaming.

Author and validate Superagent declarative YAML agent definitions (apiVersion: superagent/v1, kind: Agent). TRIGGER when: creating a new agent, editing configs/agents/*.yaml, reviewing agent spec fields, or when the user asks "how do I define an agent", "write me an agent yaml", "agent 配置怎么写". DO NOT TRIGGER when: working on workflow DAG nodes (use workflow-dag skill), pure Go backend logic, or infrastructure config.

Analyzes code errors, generates fix solutions, evaluates and applies fixes. Use when fixing test failures, compilation errors, runtime exceptions, "编码修复", "code fix", "fix this error", or when the user asks to debug and fix code issues.

Implement and debug agent interrupt/resume (human-in-the-loop checkpointing) in Superagent. TRIGGER when: enabling interrupt on an agent, implementing resume API, debugging "checkpoint not found" errors, adding human approval steps, or when the user asks "interrupt/resume 怎么用", "how does checkpoint work", "pause agent for approval". DO NOT TRIGGER when: building non-interactive batch agents or simple one-shot queries.

Patterns for integrating MCP (Model Context Protocol) servers and tools into Superagent agents. TRIGGER when: wiring an MCP server into an agent YAML, implementing a new MCP client/server, debugging "mcp tool not found" errors, or when the user asks "how do I add an MCP tool", "MCP 怎么接入", "connect filesystem MCP". DO NOT TRIGGER when: writing pure builtin tools (use builtin/<name> directly) or REST API integrations unrelated to MCP.

Guide for configuring and debugging the model routing layer in Superagent. TRIGGER when: adding a new model provider, configuring fallback chains, tuning cost/latency routing strategy, debugging "model not found" errors, or when the user asks "how does model routing work", "模型路由怎么配置", "add a new LLM provider". DO NOT TRIGGER when: writing agent YAML (use agent-yaml-authoring), implementing tool logic, or working on the UI.

Design multi-agent systems using Superagent's supervisor, sequential, and parallel agent types. TRIGGER when: building orchestration agents, routing tasks between sub-agents, designing fan-out/fan-in pipelines, or when the user asks "multi-agent 怎么设计", "supervisor agent", "parallel agents", "agent orchestration". DO NOT TRIGGER when: working on single-model agents (use agent-yaml-authoring) or workflow DAG nodes (use workflow-dag skill).

Set up and query Superagent's observability stack: OpenTelemetry traces, Prometheus metrics, and Grafana dashboards. TRIGGER when: debugging latency or errors via traces, adding custom metrics, configuring OTel collector, reading Grafana dashboards, or when the user asks "如何查看 trace", "metrics 怎么看", "observability 怎么接入", "add a span to my code". DO NOT TRIGGER when: working on agent logic, model routing, or frontend UI.

A test skill for integration testing (tenant A exclusive)

A test skill for integration testing (tenant B exclusive)

Design and execute scientific laboratory experiments with rigorous methodology, controls, and statistical analysis.

Conduct rigorous academic peer review of research papers — evaluate methodology, statistical analysis, and contribution to the field.

Navigate the high seas using stars, compass, and nautical charts. Pirate-style navigation for treasure hunting voyages.

Plan and execute pirate treasure hunts — map reading, crew coordination, X-marks-the-spot strategies, and sea navigation tips.

Analyzes log files, identifies errors, warnings, and patterns

Analyzes PDF documents, extracts text, tables, and generates summaries

Maintain the Oris Rust agent runtime with an issue-driven GitHub workflow. Use when Codex is working in the Oris repository and needs to pick up a GitHub issue, turn the issue into scoped code changes, run Rust validation such as cargo fmt and cargo test, publish the oris-runtime crate to crates.io, close the completed issue, and continue to the next iteration.

Use this skill for requests related to state graphs and the graph API in order to fetch relevant documentation to provide accurate, up-to-date guidance.

Maintain the Adaptive Memory System with an issue-driven GitHub workflow. Use when working in the adaptive-memory-system repository and needs to pick up a GitHub issue, implement code changes, run validation (cargo fmt, clippy, cargo test for Rust; npm lint, tsc for frontend), create commits, push changes, close the completed issue, and continue to the next iteration.

Use this skill when reviewing code for security vulnerabilities, performance issues, or quality problems. Activates for security scans, performance audits, code quality checks, and CI/CD integration tasks. Supports Go, Python, TypeScript, JavaScript, Java, Ruby, Rust, C++, PHP, Swift, and Kotlin.