impl 之后的运行时验证环。System/Refactor 强制;需要实跑接口而非只跑单测时触发。
Scanned 9/5/2026
Install to Claude Code
npx -y skills add WenJunDuan/Rlues --skill athena-runtime-verify --agent claude-codeInstalls into .claude/skills of the current project.
Are you the author of Athena Runtime Verify?
Add the live security badge to your README — it updates automatically with every re-scan.
[](https://www.skillsdirectory.com/skills/wenjunduan-athena-runtime-verify-d2de6b5d)More formats (shields.io, HTML) on the badges page.
---
name: athena-runtime-verify
description: impl 之后的运行时验证环。System/Refactor 强制;需要实跑接口而非只跑单测时触发。
---
# /athena-runtime-verify — 运行时验证环 (v9.9.6)
## 为什么存在 (痛点)
PACE 到 impl 为止, review 三件套 + 单测只验证 **"我们想的问题实现没 / 单测过没"**, 不验证 **实际运行**.
代码单测全绿 ≠ 真实接口跑得通 / 边界数据不炸 / 换个环境不挂.
本 skill 在 impl 与 review 之间插一个 **运行时验证环**: 写完 → 实跑 → 自测自改 → 直到真能跑.
把"人盯着跑测试、贴日志、让它改"这件事, 换成 **系统自己跑、自己发现、自己改** (Loop Engineering).
## 触发 (按 PACE 级别)
| 路径 | runtime-verify | /goal 承载范围 |
|---|---|---|
| Hotfix | 跳过 (救火无时间) | — |
| Bugfix / Quick | 跳过 (改动小, 单测够) | — |
| Feature | **可选** (主 agent 判断: 碰外部接口 / 有状态 / 多环境 → 做) | impl+runtime (可选) |
| Refactor | **强制** | impl+runtime |
| System | **强制 + 完整 Sprint** | 全程 PACE |
> 不在小改动上强制 (铁律[反过度工程]). 单测能覆盖的别上 /goal, 杀鸡用牛刀。
## VERDICT: PASS | REWORK(回 impl)
## 不做
- ❌ 不自造 loop 引擎 (用官方 /goal)
- ❌ 不替代单测 (单测在 impl; 这里是运行时实跑)
- ❌ 不无限循环 (/goal turn 上限护栏必写, 撞上限停下来报告)
- ❌ Hotfix/Bugfix/Quick 不强制 (小改动过度工程)
- ❌ reflect 不发散成新需求 (那是项目级 brainstorm; 这里只查本 sprint 落地完整性)
## 例外
- 项目无可运行环境 (纯库 / 纯算法, 无接口无 UI): 降级为"用真实数据跑示例 + 边界", 不强求起服务
- `_index.skip_runtime_verify = true`: 跳过 (用户自负责, 不推荐 System/Refactor 跳)
## 详细 playbook
完整工作流、模板、schema 与联动细节见 `references/playbook.md` —— 按需 Read, 不进热路径。
Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.
No comments yet. Be the first to comment!
Ultra-compressed commit message generator. Cuts noise from commit messages while preserving intent and reasoning. Conventional Commits format. Subject ≤50 chars, body only when "why" isn't obvious. Use when user says "write a commit", "commit message", "generate commit", "/commit", or invokes /caveman-commit. Auto-triggers when staging changes.
Ultra-compressed code review comments. Cuts noise from PR feedback while preserving the actionable signal. Each comment is one line: location, problem, fix. Use when user says "review this PR", "code review", "review the diff", "/review", or invokes /caveman-review. Auto-triggers when reviewing pull requests.
一个全面的 Claude Code 会话验证系统。
Verification loop for Django projects: migrations, linting, tests with coverage, security scans, and deployment readiness checks before release or PR.
Verification loop for Spring Boot projects: build, static analysis, tests with coverage, security scans, and diff review before release or PR.