search SKILL.md skillA

search from kalinbogatzevski/captain-memo is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add kalinbogatzevski/captain-memo/search@git:20261001.e44f44a

Pins git:20261001.e44f44a in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
kalinbogatzevski/captain-memo
Path
plugin/skills/search/SKILL.md
Versions recorded
4
Latest version
git:20261001.e44f44a, committed Oct 1, 2026
First version recorded
May 8, 2026
Size
1,982 bytes
Repository stars
5
License
Apache-2.0

Hybrid search across Captain Memo's local memory + skills + observations. Use when the user types /captain-memo:search <query> to retrieve top hits without the model having to decide whether to call search_all on its own.

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

# Captain Memo — direct search

When the user invokes this skill, they want a direct hybrid search against Captain Memo's local index. Don't reason about it — just run it.

## What to do

1. Take the user's argument as the query string (everything after `/captain-memo:search `).
2. Call the captain-memo MCP tool `search_all` with `query` set to that string and `top_k` set to `5`. Show the user the formatted result.

The MCP server talks to the worker and sends the worker's secret for you: there is nothing to quote and no token to handle.

The result is `{ results: [{ score, channel, title, doc_id, snippet, ... }] }`. Show `score` to two decimals and cut each `snippet` to about 200 characters.

## Format the output as

```
3 hits for "the user's query":

[0.94] memory · feedback_no_mocked_db
   doc_id: memory:feedback_no_mocked_db:abc1234
   In this project, do NOT mock the database in integration tests…

[0.87] memory · feedback_use_real_fixtures
   doc_id: memory:feedback_use_real_fixtures:def5678
   …

[0.82] observation · 2026-04-30 · "Fix off-by-one in pagination loop"
   doc_id: observation:1700000000:ghi9012
   …
```
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add kalinbogatzevski/captain-memo/search@sha256:0146bfb0f574b20c

The line at the top of this page pins the label git:20261001.e44f44a, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_72dszzacixxlqlsg.svg)](https://markdownregistry.com/a/art_72dszzacixxlqlsg)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 4 versions of this file, between May 8, 2026 and Oct 1, 2026, about one every 49 days. Its first recorded version is graded B and its latest A.

versioncommittedcommitsizeaudit
git:20261001.e44f44a latest2026-10-01 e44f44a 1,982 BA view · diff
git:20261001.5d8944b2026-10-01 5d8944b 1,976 BA view · diff
git:20261001.84b06962026-10-01 84b0696 1,982 BA view · diff
git:20260508.c6a27162026-05-08 c6a2716 1,940 BB view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (1982 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

GitHub

kalinbogatzevski/captain-memo · 5 stars · license Apache-2.0 · pushed 2026-10-26 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_72dszzacixxlqlsg
GET https://markdownregistry.com/api/v1/resolve?ref=kalinbogatzevski/captain-memo/search
GET https://markdownregistry.com/api/v1/blob/0146bfb0f574b20c8ae21fbd9dbafde9bb716fe56fcd8e56c37d624f8f00a1b3

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.

More from kalinbogatzevski/captain-memo

AGENTS.md AGENTS.md file
kalinbogatzevski/captain-memo · AGENTS.md
git:20260808.1af64de · audit A · 5 stars
captain-memo SKILL.md skill
kalinbogatzevski/captain-memo · plugin/portable/captain-memo/SKILL.md · Persistent cross-session, cross-tool memory for this project via captain-memo. Use at the START of any non-trivial task…
git:20261015.b3cb7c0 · audit A · 5 stars
doctor SKILL.md skill
kalinbogatzevski/captain-memo · plugin/skills/doctor/SKILL.md · Health probe across the worker, embedder, summarizer, queue, vector index, schema, cross-AI wiring and plugin install…
git:20261015.b3cb7c0 · audit A · 5 stars
observations SKILL.md skill
kalinbogatzevski/captain-memo · plugin/skills/observations/SKILL.md · List recent captured session observations (the summarized voyage logs). Use when the user wants to see what Captain…
git:20261015.b3cb7c0 · audit A · 5 stars
recall SKILL.md skill
kalinbogatzevski/captain-memo · plugin/skills/recall/SKILL.md · Print the full content of a single Captain Memo hit by its doc_id. Used after /captain-memo:search to expand a snippet…
git:20261001.e44f44a · audit A · 5 stars
stats SKILL.md skill
kalinbogatzevski/captain-memo · plugin/skills/stats/SKILL.md · Show Captain Memo's corpus statistics (chunks per channel, observation counts, indexing progress, embedder info). Use…
git:20261015.b3cb7c0 · audit A · 5 stars
captain-memo SKILL.md skill
kalinbogatzevski/captain-memo · skills/captain-memo/SKILL.md · Persistent cross-session, cross-tool memory for this project via captain-memo. Use at the START of any non-trivial task…
git:20261015.b3cb7c0 · audit A · 5 stars

Every file in kalinbogatzevski/captain-memo

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