lov-search-chat SKILL.md skillA
lov-search-chat from lovstudio/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add lovstudio/skills/lov-search-chat@v0.2.1Pins v0.2.1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- lovstudio/skills
- Path
skills/search-chat/SKILL.md- Versions recorded
- 3
- Latest version
- v0.2.1, committed Sep 7, 2026
- First version recorded
- Aug 31, 2026
- Size
- 6,269 bytes
- Repository stars
- 72
- License
- MIT
从本机 Ataru 记忆索引里召回过去的 AI 会话上下文，返回可定位的命中与原文片段。 Use when asked what was discussed, decided, or fixed in an earlier session.
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
# 会话寻踪 · Chat Finder 在本机已有的 AI 会话历史里找出与当前问题相关的过去记录，交回两样能直接用的 东西：带稳定标识（Project / Session / Message）的排序命中，以及围绕某个命中的一段 原文。索引的构建与修复属于 `lov-ataru-indexing`。 ## Triggers ### Activate when - “我上次是怎么解决这个报错的？” - “找出讨论过会话恢复方案的那次记录。” - Help me recall what was decided about this module in an earlier session. ### Do not activate when - 用户要的是「把索引重建一下」「索引是不是坏了」 —— 交给 `lov-ataru-indexing`。 - 用户要在当前代码库里找某个符号或文件 —— 用普通的 grep 与文件搜索，那是代码检索 而不是会话记忆检索。 ## User Profile (cross-session) `skill.yaml` 声明 `user-profile/v1`。每次运行开始时读取共享的 user、brand、 workspace、preferences 以及本 Skill 的 `skills.lov-search-chat` 命名空间。 值得长期保存的记录有两项：`records.ataru_bin`（本机可用的 Ataru 可执行文件路径）与 `records.default_level`（用户偏好的检索粒度）。用户直接说出这类值时，用 `scripts/profile_store.py record` 写回并报告保存路径。检索词、项目 ID 这类一次性 输入不写入 Profile。完整契约见 [`references/user-profile.md`](references/user-profile.md)。 ## Skill Group Composition 见 [`references/skill-composition.md`](references/skill-composition.md)。本源码是 独立 Single Skill，与 `lov-ataru-indexing` 之间只有制品级交接（索引状态）。 ## Workflow (MANDATORY) **You MUST follow these steps in order.** ### Step 0: Resolve the binary, then confirm the index ```bash export SKILL_DIR="$HOME/.claude/skills/lov-search-chat" …
Read the whole file at its exact version.
How to install
mdr add lovstudio/skills/lov-search-chat@sha256:afe6e4181c66c602The line at the top of this page pins the label v0.2.1, 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_pevzgvz6zvy4p3vq)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Aug 31, 2026 and Sep 7, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v0.2.1 latest | 2026-09-07 | a09848e | 6,269 B | A | view · diff |
| v0.2.1 | 2026-08-31 | 11e6fdd | 6,295 B | A | view · diff |
| v0.2.0 | 2026-08-31 | e4d8a84 | 6,295 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 (6269 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
lovstudio/skills · 72 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_pevzgvz6zvy4p3vq GET https://markdownregistry.com/api/v1/resolve?ref=lovstudio/skills/lov-search-chat GET https://markdownregistry.com/api/v1/blob/afe6e4181c66c602e08825d19eda8c6b82c05e3a7504f04f79b0c001286c62f2
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.