gens-team

Mission 唯一最终负责人；M0 plan / M1 assess-research / M6 foreword / M7 sign-off 4 个 milestone 全程在场

报告撰稿人；2 种 mode（single-shot / chapter pipeline）+ 3 个 duty（chapter / dimension-outline / mission-outline / single-shot）

Mission 唯一最终负责人；M0 plan / M1 assess-research / M6 foreword / M7 sign-off 4 个 milestone 全程在场

报告撰稿人；2 种 mode（single-shot / chapter pipeline）+ 3 个 duty（chapter / dimension-outline / mission-outline / single-shot）

Manage Git operations, branches, commits, and pull requests following gens.team conventions

Perform comprehensive code reviews for security, performance, maintainability, and best practices

Optimize application performance including caching, database queries, frontend bundle, and runtime efficiency for gens.team

Comprehensive testing for gens.team - unit tests (Jest/Vitest), E2E tests (Playwright), and self-healing verification automation

Integrate and manage AI services (Grok, OpenAI, Claude, Gemini). Trigger keywords: ai service, grok, openai, claude, llm, fallback, streaming Not for: AI architecture decisions (-> ai-architecture-layering), AI Teams (-> ai-teams-expert)

System architecture, data modeling, ADRs, and cross-module interfaces. Trigger keywords: schema, architecture, adr, data model, migration, prisma Not for: API endpoints (-> api-developer), Security (-> security-specialist)

Design and implement RESTful APIs with NestJS for gens.team. Trigger keywords: api, rest, nestjs, controller, service, dto, endpoint Not for: Schema design (-> schema-architect), Security (-> security-specialist)

Manage PostgreSQL database, Prisma migrations, schema design, and data operations for gens.team

Database migration patterns for gens.team (hand-written SQL + Prisma). Trigger keywords: migration, schema change, alter table, add column, enum, prisma migrate Not for: Schema design (-> schema-architect), Data seeding (-> database-manager)

Automate Git workflows including branching, commits, PRs, and conflict resolution

Test web applications using Playwright for E2E testing, component testing, and visual regression

Debug and diagnose production issues using Railway logs and traces. Trigger keywords: debug, logs, railway, error, diagnose, production Not for: Local development (-> frontend-expert/api-developer), Testing (-> testing-suite)

Initialize and manage local development environment for gens.team (Docker, dependencies, services)

Unified deployment, infrastructure, and monitoring for gens.team - Railway, Docker, PM2, observability stack

单维度数据采集者；并发执行，专注证据驱动的结构化 finding 产出

主观质量评审员；3 种粒度（mission-review / mission-critic / dimension-quality）打分 + 给 critique

跨维度综合分析师；产出 insights / contradictions / gaps，喂给 Writer 落到报告

跨维度对账专员；整合 findings、抽取事实、识别冲突、列出空白

资源守门员；唯一守门点 budget-guard 发预算 token/cost 阈值告警喂 Leader

事实核验员；对 claim / citation / number 做客观对错核验，每条产 verified | unverified | contradicted verdict

单维度数据采集者；并发执行，专注证据驱动的结构化 finding 产出

跨维度综合分析师；产出 insights / contradictions / gaps，喂给 Writer 落到报告

跨维度对账专员；整合 findings、抽取事实、识别冲突、列出空白

主观质量评审员；3 种粒度（mission-review / mission-critic / dimension-quality）打分 + 给 critique

资源守门员；唯一守门点 budget-guard 发预算 token/cost 阈值告警喂 Leader

事实核验员；对 claim / citation / number 做客观对错核验，每条产 verified | unverified | contradicted verdict

写任何新代码前先查这份全栈能力索引，复用已有 canonical 能力，避免重复造轮子。 覆盖：前端公共组件/hooks/design-tokens、L2.5 harness facade、L2 engine facade、L1 platform facade。 Trigger keywords: 复用, 已有组件, 已有服务, canonical, 造轮子, 能力清单, capabilities, facade, 公共能力, 有没有现成的 Not for: 新增依赖/跨层关系变更（-> ai-architecture-layering）；前端 UI 复用强制规则（-> 标准 22 / audit:ui-discipline）

Unified report formatting standard for all AI App modules. Defines 13 content types with 3-layer enforcement (Prompt → Post-processing → Frontend). Trigger keywords: report, template, formatting, report-template, writing-standards Not for: Document export (-> document-generation), Frontend UI layout (-> frontend-expert)

Adding new secrets, tools, and secret-tool bindings across the full stack. Trigger keywords: secret, tool, api key, credential, secret mapping, tool config Not for: Secret encryption internals (-> security-specialist), Schema migration (-> schema-architect)

Token / cost budget guard — emit info / warning / block alerts based on usage thresholds without unilaterally aborting the mission

Per-chapter QA gate — 6-criterion check (independent thesis / de-templating / evidence / argument / no-clichés / length) with pass-or-revise decision

Tool-driven citation verification — fetch real sources, match inline quotes, flag contradictions and suspicious domains

Critical review protocol for catching logical gaps, weak evidence, and bias

Cross-dimension reconciliation protocol — extract fact table, detect conflicts/overlaps/gaps, build figure candidate pool from N parallel research streams

Cross-dimension synthesis — produce insights spanning ≥ 2 dims, resolve contradictions surfaced by reconciliation, output theme summary

Per-dim chapter integration — knit N chapter drafts into a coherent dim section with transitions, dedup, and a closing takeaway