laozhong86

MUST use during the qa phase before transitioning to land. Headless browser automation for QA evidence capture. Use when user asks to test a web page, take a screenshot, verify an element, fill a form, or capture browser evidence for an issue.

Disciplined diagnosis loop for hard bugs and performance regressions. Use when user says 'diagnose this', reports a hard bug, describes a performance regression, or asks why something fails.

Grilling session that challenges plans against the domain model and sharpens terminology. Use when user wants to stress-test a plan, align on requirements, challenge assumptions, or make architecture decisions.

Linear CLI integration for gxpm issue lifecycle management. Use when creating, updating, or querying Linear issues, syncing gxpm issues to Linear, or managing issue lifecycle via command line.

MUST use during the implement phase before writing any production code. Test-driven development with red-green-refactor loops via vertical slices. Use when user wants to build features or fix bugs using TDD, mentions 'red-green-refactor', wants integration tests, or asks for test-first development.

Enables autonomous issue delivery in gxpm by persisting user authorization for seamless workflow management.

Identifies architectural improvements in codebases, enhancing testability and AI-navigability through structured refactoring suggestions.

Subagent implementer behavior template enforcing four-dimension self-review. Use when dispatching a task to an implementer subagent, or when a subagent needs structured self-review and reporting rules.

开启 gxpm 自动驾驶模式。使用 Autopilot Grant 持久化用户授权，让代理在授权 profile 内自主完成 issue delivery。

Create feedback issues in the gxpm source repository when the agent discovers problems or improvement opportunities during gxpm workflow execution. Use when the agent notices a gxpm bug, process flaw, skill deficiency, or has a suggestion for the gxpm tool itself.

MUST use during the plan phase to write implementation-plan before transitioning to dispatch. Break plans into independently-grabbable vertical-slice issues. Use when converting a plan into tickets, breaking a feature down, or turning discussion into a structured PRD.

Agent Army 并行审查模式：Stage 1 spec compliance gate 通过后，Stage 2 才并行扇出 code-quality / security / test / accessibility reviewers。仿 superpowers subagent-driven-development 双阶段模板。

MUST use during the specify phase before writing behavior-spec and confirming it. BDD behavior specification design skill. Use during gxpm specify phase, when user mentions BDD, Gherkin, Given-When-Then, behavior spec, or behavior-first development.

MUST use during the triage phase before writing the acceptance-contract artifact. Triage issues through a state machine of triage roles. Use when user wants to create an issue, review incoming bugs or feature requests, prepare issues for an AFK agent, or manage issue workflow.

MUST use during the local-verify, ac-check, or verify phases before transitioning. Local verification pipeline execution and evidence collection. Use when transitioning from implement to local-verify, or when running the full verification suite for an issue.

Skill quality evaluation harness for static analysis. Use when adding a new skill, modifying skill structure, auditing skill quality, or checking for governance compliance.

Navigate and understand codebase structure using the knowledge graph. Use when user asks how code works, wants to understand architecture, trace execution flows, or explore unfamiliar parts of the codebase.

Pre-commit hygiene and atomic commit discipline. Use before every commit, or when preparing changes for self-review or ship.

Compact the current session into a handoff document so another agent can continue the work. Use when switching agents, ending a session, or passing work between implementer subagents.

Build a throwaway prototype to validate a design before committing to it. Use when you need to sanity-check a data model, state machine, or UI design before writing behavior-spec.