strategies skillA
strategies is agent-read markdown (skill) from mubit-ai/plugins: Surface the pattern across many stored lessons; use when the user asks what memory has learned in general or why a mistake keeps recurring..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
Run the bundled script — `POST /v2/control/strategies` behind it — and report the strategies
it prints in the user's own terms: what the pattern is, and what it was inferred from. Ask for
a small number and report all of them; a wall of generalisations is less useful than three
good ones.
```bash
node ${CLAUDE_PLUGIN_ROOT}/bin/admin.mjs strategies --data-dir "${MUBIT_CC_DATA_DIR:-${CLAUDE_PLUGIN_DATA}}" --max 5
node ${CLAUDE_PLUGIN_ROOT}/bin/admin.mjs strategies --data-dir "${MUBIT_CC_DATA_DIR:-${CLAUDE_PLUGIN_DATA}}" --max 8 --types failure,rule
```
**`--data-dir "${MUBIT_CC_DATA_DIR:-${CLAUDE_PLUGIN_DATA}}"` is not optional.** A Bash tool
call does not inherit `CLAUDE_PLUGIN_DATA` — it arrives empty — so without the flag the script
has to guess which of several `mubit-memory*` directories the host is using, and either
refuses with `no_run` or acts on a run this session's hooks never touch. The host substitutes
`${CLAUDE_PLUGIN_DATA}` into this file before you read it, and the shell default around it
lets a session that pins `MUBIT_CC_DATA_DIR` keep its pin — the same order every hook resolves
…Read the whole file at its exact version.
How to install
mdr add mubit-ai/plugins/strategies@git:20260904.252b54cmdr add mubit-ai/plugins/strategies@sha256:ff11bf9e75d47a04Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_y52ugg5w4knpbxfx)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260904.252b54c latest | 2026-09-04 | 252b54c | 4,267 B | A | view · diff |
| git:20260903.008c305 | 2026-09-03 | 008c305 | 3,362 B | A | view · diff |
| git:20260903.43760e1 | 2026-09-03 | 43760e1 | 3,483 B | A | view · diff |
| git:20260824.f3534e5 | 2026-08-24 | f3534e5 | 3,083 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 (4267 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
mubit-ai/plugins · 3 stars · license Apache-2.0 · pushed 2026-09-24 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_y52ugg5w4knpbxfx GET https://markdownregistry.com/api/v1/resolve?ref=mubit-ai/plugins/strategies GET https://markdownregistry.com/api/v1/blob/ff11bf9e75d47a04699243b59f7b33e7400ef37efa43e905b701718f16285ec8
Your agent 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.