codewiki-蒸馏对话提取记忆和经验 SKILL.md skillA
codewiki-蒸馏对话提取记忆和经验 from mambo-wang/codewiki-plus is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add mambo-wang/codewiki-plus/codewiki-蒸馏对话提取记忆和经验@git:20261030.a3eb551Pins git:20261030.a3eb551 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- mambo-wang/codewiki-plus
- Path
.codebuddy/skills/codewiki-distill-conversations/SKILL.md- Versions recorded
- 3
- Latest version
- git:20261030.a3eb551, committed Oct 30, 2026
- First version recorded
- Oct 21, 2026
- Size
- 1,531 bytes
- Repository stars
- 21
- License
- MIT
检测到 repowiki/raw/ 存在未蒸馏的已采集对话积压时使用（如会话开始提示 pending_raw_count > 0）。把已采集对话蒸馏为双轨产物：notes（通用经验笔记）与 memories（任务进度记忆）。宿主 Agent 充当 LLM：distill_conversation(mode=prepare) 取 transcript → Agent 提取知识 → mode=submit 交回做去重/草稿入库/记忆落盘/评审。全程本地闭环，蒸馏产出的笔记须 confirm_note 确认。.
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
# 蒸馏对话提取记忆和经验
检测到 repowiki/raw/ 存在未蒸馏的已采集对话积压时使用（如会话开始提示 pending_raw_count > 0）。把已采集对话蒸馏为双轨产物：notes（通用经验笔记）与 memories（任务进度记忆）。宿主 Agent 充当 LLM：distill_conversation(mode=prepare) 取 transcript → Agent 提取知识 → mode=submit 交回做去重/草稿入库/记忆落盘/评审。全程本地闭环，蒸馏产出的笔记须 confirm_note 确认。
调用 MCP 获取完整工作流并按其执行：
```
get_prompt(name="distill-conversations", arguments={"repo_path": "."})
```
返回的工作流包含分阶段指引，逐步照做即可。
不要凭记忆执行——模板真源在 `codewiki/mcp/prompts.py`，以 `get_prompt` 返回内容为准。
本技能可由模型按需自动调用（无 disable-model-invocation），也可由用户显式调用 /codewiki-蒸馏对话提取记忆和经验 触发。Read the whole file at its exact version.
How to install
mdr add mambo-wang/codewiki-plus/codewiki-蒸馏对话提取记忆和经验@sha256:69c187f3280b99fcThe line at the top of this page pins the label git:20261030.a3eb551, 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_oarv7qjlpktirhx3)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Oct 21, 2026 and Oct 30, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261030.a3eb551 latest | 2026-10-30 | a3eb551 | 1,531 B | A | view · diff |
| git:20261026.683c129 | 2026-10-26 | 683c129 | 1,507 B | A | view · diff |
| git:20261021.9bed34b | 2026-10-21 | 9bed34b | 1,445 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 (1531 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
mambo-wang/codewiki-plus · 21 stars · license MIT · pushed 2026-11-02 · branch develop
API
GET https://markdownregistry.com/api/v1/artifacts/art_oarv7qjlpktirhx3 GET https://markdownregistry.com/api/v1/resolve?ref=mambo-wang/codewiki-plus/codewiki-蒸馏对话提取记忆和经验 GET https://markdownregistry.com/api/v1/blob/69c187f3280b99fc262f78835e85d7399f88635872ee17679499cf75046e56fb
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.