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continual-learning SKILL.md skillA

continual-learning from docxology/template is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add docxology/template/continual-learning@git:20261019.6b254e1

Pins git:20261019.6b254e1 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: docxology/template
Path: .agents/workflows/continual-learning/SKILL.md
Versions recorded: 1
Latest version: git:20261019.6b254e1, committed Oct 19, 2026
Size: 1,149 bytes
Repository stars: 20
License: Apache-2.0

Update repository-local durable preferences and workspace facts from user-authorized evidence, with an incremental local index. Use when asked to maintain agent memory or review prior authorized work.

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

# Maintain local agent memory

Use [the shared memory role](../../roles/agents-memory-updater.md) and
[`infrastructure.core.agent_memory`](../../../infrastructure/core/agent_memory.py).
Read current memory before changing it. Keep durable facts in
`.agents/state/continual-learning-memory.json`; the tracked example defines its schema.

Use only user-provided or explicitly authorized transcript sources. Delegate
when the current task allows it; direct execution of the same role is also supported.
This workflow does not authorize contacting other chats or people, reading
unrelated private transcripts, or scheduling background work.

Retain the original legacy memory during migration. Save through the helper,
which writes the canonical path atomically. Keep runtime memory and transcript
indexes ignored; root `AGENTS.md` remains the public repository contract.

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add docxology/template/continual-learning@sha256:23ca06bd18b587c4

The line at the top of this page pins the label git:20261019.6b254e1, 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](https://markdownregistry.com/badge/art_r4gjphbcmistssnp.svg)](https://markdownregistry.com/a/art_r4gjphbcmistssnp)

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

Versions

The registry has recorded 1 version of this file, committed on Oct 19, 2026.

version	committed	commit	size	audit
git:20261019.6b254e1 latest	2026-10-19	6b254e1	1,149 B	A	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 (1149 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

docxology/template · 20 stars · license Apache-2.0 · pushed 2026-10-23 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_r4gjphbcmistssnp
GET https://markdownregistry.com/api/v1/resolve?ref=docxology/template/continual-learning
GET https://markdownregistry.com/api/v1/blob/23ca06bd18b587c4fbddbf21474f8cbd424a040207f3f54a41565e385c539372

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.

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