pdlc-loop-run SKILL.md skillA
pdlc-loop-run from kanfu-panda/pdlc-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add kanfu-panda/pdlc-skills/pdlc-loop-run@git:20261012.1b04821Pins git:20261012.1b04821 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- kanfu-panda/pdlc-skills
- Path
skills/pdlc-loop-run/SKILL.md- Versions recorded
- 9
- Latest version
- git:20261012.1b04821, committed Oct 12, 2026
- First version recorded
- Jul 15, 2026
- Size
- 8,816 bytes
- Repository stars
- 18
- License
- MIT
收敛循环引擎——自动推进 tdd → implement → review，直到评审通过、待发布（next_step 为 pdlc-ship）或阻塞；发布永远由人做.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 收敛循环引擎（loop-run）
把机械收敛段 `tdd → implement → review` 烧成一个自主循环：从 `current_stage` 出发逐阶段自动推进，直到 `review_done` 或被 `blocked`。这是 `/pdlc-loop-next` 之上的高层引擎——用户不必自己写 bash 循环。
<!-- @include templates/prompts/noninteractive.md（已内联于下方，无需另读） -->
## 非交互模式（`--autonomous`）
若本命令的参数含 `--autonomous`，本命令进入**无人值守**模式，按以下规则处理原本需要人应答的交互点。**参数是唯一真源**：不带 `--autonomous` 即为交互模式，一切照旧正常询问用户；绝不回读状态机 `run_mode` 兜底（「掉出 autonomous」是安全的失败方向）。
1. **流程性确认**（如「测试已绿是否继续」「是否覆盖已有文件」）→ **不询问**，按预设默认前进，并把决策追加到状态机 `history[].auto_decisions[]`
（写状态机的命令：推进时给状态推进脚本传 `--decision "<确认点描述>=<所选默认>"`，可重复；脚本写成下面的样子）：
```json
{ "point": "<确认点描述>", "chose": "<所选默认>", "at": "<ISO 8601>" }
```
2. **真需人判断**（PRD 关键取舍、评审「需人工确认」项、真实循环依赖、**测试与设计 / PRD 矛盾**等无法安全默认的点）→ **不猜**。
改测试、改检查命令让它变绿，永远不是「流程性默认」，不能记成 `--decision`：
- `current_stage` 保持不变（不推进）
- 写 `last_phase_result.ok = false` 且 `blocked_reason = "<原因>"`（写状态机的命令：给状态推进脚本传 `--blocked "<原因>"`）
- 末行输出哨兵：`<<<PDLC blocked reason="<原因>">>>`
- 立即结束命令，交还人类
- **守卫拦截也走这一条**：前置守卫（缺设计文档、缺测试、测试没红等）在 `--autonomous` 下拦住本命令时，
不能只输出 ⛔ 就停——同样写 `ok=false` + `blocked_reason`（写明哪条守卫、缺什么）并输出哨兵。
…Read the whole file at its exact version.
How to install
mdr add kanfu-panda/pdlc-skills/pdlc-loop-run@sha256:4bd9da22340c8a0cThe line at the top of this page pins the label git:20261012.1b04821, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_oytsrkid3r2l6si4)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 9 versions of this file, between Jul 15, 2026 and Oct 12, 2026, about one every 11 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261012.1b04821 latest | 2026-10-12 | 1b04821 | 8,816 B | A | view · diff |
| git:20261012.48d119f | 2026-10-12 | 48d119f | 8,452 B | A | view · diff |
| git:20261012.035af0d | 2026-10-12 | 035af0d | 8,073 B | A | view · diff |
| git:20261008.f546207 | 2026-10-08 | f546207 | 7,943 B | A | view · diff |
| git:20261008.ba3006e | 2026-10-08 | ba3006e | 7,668 B | A | view · diff |
| git:20261007.7eb3b9d | 2026-10-07 | 7eb3b9d | 7,526 B | A | view · diff |
| git:20260923.1207e76 | 2026-09-23 | 1207e76 | 7,081 B | A | view · diff |
| git:20260923.6b87696 | 2026-09-23 | 6b87696 | 5,412 B | A | view · diff |
| git:20260715.991705c | 2026-07-15 | 991705c | 3,649 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (8816 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
kanfu-panda/pdlc-skills · 18 stars · license MIT · pushed 2026-10-13 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_oytsrkid3r2l6si4 GET https://markdownregistry.com/api/v1/resolve?ref=kanfu-panda/pdlc-skills/pdlc-loop-run GET https://markdownregistry.com/api/v1/blob/4bd9da22340c8a0c5679ae3bd69121ec2a341e2b883d0bf6523473c4a9a330b2
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.