taiyi-orchestrator
TaiyiForge 统一入口 — 意图解析、阶段路由、Token预算、工件预检。Use when 用户说"开始/继续/审查/测试/设计"等流程相关意图。
Skill by Dong90
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/dong90-taiyi-orchestrator
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
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Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/taiyi-orchestrator
What's inside
- Skill name
taiyi-orchestrator- Description
- TaiyiForge 统一入口 — 意图解析、阶段路由、Token预算、工件预检。Use when 用户说"开始/继续/审查/测试/设计"等流程相关意图。
- License
- MIT
- Instructions
- 79 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
<constraints>
SYSTEM OF RECORD: `taiyi status --json --compact` 的 `engineTruth.currentPhase` 是阶段状态的唯一来源。
DO NOT infer current phase from conversation history.
DO NOT anticipate or prepare artifacts for future phases.
If engineTruth shows a different phase than what you recall, trust engineTruth — halt and reload.
PHASE GUARD: If the user's request involves writing/reading code but engineTruth says they are NOT in dev phase, halt and ask: "当前处于 [phase] 阶段,不能直接操作代码。你是要切换到 dev 阶段,还是先完成当前阶段?"
</constraints>
# taiyi-orchestrator
<constraint>This is a ROUTER ONLY. Your job ends after Step 8 — do NOT execute scripts/taiyi-forge.sh or any shell command directly. DO NOT implement code, run tests, or write artifacts. Once you have loaded the phase skill and output the route declaration, your work is done.</constraint>
## Goal
解析用户意图,自动:1) 读项目状态 2) 工件前置检查 3) 意图路由 4) Token预算估选挡位 5) 路由声明 6) 进入对应Skill
## Workflow
### 第一步 · 读取项目状态(引擎真源)
读 `.taiyi/changes/<slug>/state.json` 的 `currentPhase` / `completedPhases` / `workflowStatus`。
或用 `jq` 提取:`jq -r '{currentPhase, completedPhases, workflowStatus}' .taiyi/changes/<slug>/state.json`
**这是阶段状态的唯一真源,不是对话记忆。**
### 第二步 · Artifact Preflight Gate
路由前检查上游工件是否齐全,缺失→回退补齐。
### 第三步 · Token预算 + 挡位
估算token消耗,让用户选挡位(完整/极简/单点/不走flow)。成本因子:前端+20%、schema变更+10%、task<3→-30%、task>10→+50%
### 第四步 · 老项目入场检测
探测 AGENTS.md / CLAUDE.md / .cursor/rules/ 等已有AI文档,反问用户处理方式。
### 第五步 · 意图匹配 & 路由(含跨阶段防护)
- 按关键词匹配阶段(继续→dev、审查→review、测试→test、设计→design等)
- **跨阶段防护**:如果用户请求涉及**代码改动/测试/审查**,但 engineTruth 当前阶段不是 dev/test/review,则 HALT 并提问:"当前处于 [phase] 阶段。你要先完成当前阶段,还是手动切换到 [匹配] 阶段?"
- 如果用户请求与当前阶段无关(如问项目架构),允许——不阻挠纯信息问题。
### 第六步 · 路由声明(必须)
进入前输出:路由/Change-ID/已加载/未加载/Token预算/第一动作
### 第七步 · 加载工件策略
每阶段标注必读vs按需,控制token消耗。优先读 `.taiyi/changes/<slug>/PHASE-CONTEXT.md`(~500 tokens),不要全量加载上游工件。
### 第八步 · 执行对应Skill(附关闭协议)
- 加载当前阶段的 Skill(`taiyi-change` … `taiyi-integration`)
- **进入 phase skill 后 orchestrator 职责结束**。从此刻起你的任务是 phase skill 中的阶段步骤,不要再返回 orchestrator 的路由/预算/挡位决策逻辑。
- 如果刚刚执行了 `continue` 并成功:**立即重新读取 engineTruth**。如果 `currentPhase` 已变化,切换到新阶段的 Skill 并通知用户。不要继续用旧阶段逻辑处理。
## Paradigm标注
| Skill | Paradigm |
|-------|----------|
| taiyi-change/requirement | Partner |
| taiyi-design/ui-design | Architect |
| taiyi-task | Navigator |
| taiyi-dev/test/integration | Operator |
| taiyi-review/health | Scout |
## 质量自检
- [ ] 当前 route 声明已输出
- [ ] engineTruth.currentPhase 已确认
- [ ] 上游工件齐全(Preflight 通过)
- [ ] 当前阶段 Skill 已加载
- [ ] 用户意图与当前阶段不冲突(或已 halt 提问)
## 异常处理
- `continue` 返回非零:读错误输出 → 判断是门禁失败还是引擎崩溃。门禁失败 → 展示阻挡项,让用户决策。引擎错误 → 上报用户。
- 对话状态与 engineTruth 冲突:**始终信任 engineTruth**。以 engineTruth 为准重新初始化上下文。
- 用户请求与当前阶段矛盾:触发跨阶段防护(第五步),**不静默执行**。
- continue 成功后 phase 已变但 Agent 未觉察:Agent 自行 re-read engineTruth,切换到正确 Skill(第八步)。
<fatal_constraints>
- NEVER execute scripts/taiyi-forge.sh directly — you are a router, not an executor.
- NEVER skip Artifact Preflight.
- NEVER skip token budget estimation.
- NEVER skip route declaration.
- NEVER fake "preflight passed" when artifacts are missing.
- NEVER execute code-phase actions (write/edit/test) when engineTruth shows a non-dev/test phase without halting first.
</fatal_constraints>From Dong90/oh-my-taiyiforge, MIT.
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TaiyiForge 辅助 — Token 压缩编排:/taiyi:token compress + Superpowers subagent + ECC strategic-compact / handoff。OpenCode / Claude / Codex / Cursor 通用。
SkillCFreshness: C★ 859Claude Code +9 - 0.706score
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TaiyiForge /taiyi:plan — 项目规划入口:把 README/PRD 拆解为独立 change 清单,推荐 profile 和依赖关系。OpenCode / Claude / Codex / Cursor 通用。
SkillCFreshness: C★ 859Claude Code +9 - 0.706score
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SkillCFreshness: C★ 859Claude Code +9 - 0.706score
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TaiyiForge 辅助 — 架构决策记录 ADR(长期影响决策的可追溯补充)。OpenCode / Claude / Codex / Cursor 通用。
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TaiyiForge 第1阶段 — 变更提案,CHANGE.md。四端通用。
SkillCFreshness: C★ 859Claude Code +9
Signals
- Stars
- 859
- Forks
- 22
- Open issues
- 1
- Last commit (this folder)
- Jul 4, 2026 (3 months ago)
- Last release
- Jul 15, 2026 (3 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/Dong90/oh-my-taiyiforge
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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SkillCFreshness: C★ 859Claude Code +9 - 0.706score
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Cite this page
taiyi-orchestrator skill. Agent Mart. https://agentmart.dev/skills/dong90-taiyi-orchestrator (last updated 2026-10-24)