Intent Gate
Fork Overlay：ce:work 意图分类门控。在执行前识别任务意图（实现/修复/重构/探索），设定对应的执行策略。使用时机：ce:work Phase 0（环境扫描）之后、Phase 1（Quick Start）之前。
Install
$ agentstack add skill-jerrylalala-compound-engineering-intent-gate ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Links to your public security report.[](https://agentstack.voostack.com/security/report/skill-jerrylalala-compound-engineering-intent-gate) Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
Intent Gate — 意图分类门控
> 参考：oh-my-openagent 的 Intent Classification 思路，适配本仓库 ce:work 流程。 > > 目的：避免 ce:work 对所有任务一刀切处理；不同意图需要不同的执行策略。
意图分类
| 意图 | 英文 | 触发信号 | 执行策略 | |------|------|----------|----------| | 实现新功能 | implement | "新增"、"添加"、"实现"、"create"、"add"、"implement" | TDD 优先，先写测试再实现 | | 修复问题 | fix | "修复"、"修复 bug"、"fix"、"broken"、"error" | 先定位根因（systematic-debugging），再修复 | | 重构 | refactor | "重构"、"优化"、"清理"、"refactor"、"cleanup" | 确保有测试覆盖，小步骤重构 | | 探索/分析 | explore | "分析"、"研究"、"了解"、"explore"、"investigate" | 只读模式，不改代码，生成报告 | | 配置/文档 | configure | "配置"、"文档"、"设置"、"config"、"docs" | 轻量执行，无需 TDD | | 混合 | mixed | 多种意图混合 | 拆分为独立子任务，逐一处理 |
门控检测流程
在 ce:work Phase 0 完成后，执行意图分类：
Step 1: 自动分类
分析输入文档（plan 或 bare prompt）中的关键词，得出初始分类：
输入分析 → 关键词匹配 → 初始意图Step 2: 置信度评估
| 置信度 | 行为 | |--------|------| | ≥ 0.80 | 直接设定执行策略，不询问 | | 0.60-0.79 | 展示分类结果，询问确认（单问） | | 注意：不使用分数相命名（如 Phase 0.5），以避免与 ce:work 原有整数相编号冲突。
不修改 ce:work SKILL.md。在调用 ce:work 前先加载 intent-gate skill，按其指导调整执行方式。
意图门控日志
在 state.md 中记录意图分类结果（如有 Task Bundle）：
# state.md 新增字段
intent:
detected: fix
confidence: 0.85
strategy: "systematic-debugging → write reproduction test → fix → verify"
intent_gate_at: "2026-04-08T10:00:00+08:00"防误用说明
| 场景 | 正确处理 | |------|----------| | 用户说"修复这个 bug"但实际是新功能 | Intent Gate 检测为 implement，提示用户确认 | | 混合意图（既修复又重构） | 拆分为两个子任务，分别处理 | | 用户明确说"直接实现，不要 TDD" | 尊重用户意图，跳过 TDD 要求 |
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: Jerrylalala
- Source: Jerrylalala/compound-engineering
- License: MIT
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.