continual-learning SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
continual-learning from outlinedriven/odin-claude-plugin is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add outlinedriven/odin-claude-plugin/continual-learning@git:20260912.6e06ed3Pins git:20260912.6e06ed3 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- outlinedriven/odin-claude-plugin
- Path
plugins/odin-knowledge/skills/continual-learning/SKILL.md- Versions recorded
- 4
- Latest version
- git:20260912.6e06ed3, committed Sep 12, 2026
- First version recorded
- Sep 3, 2026
- Size
- 4,160 bytes
- Repository stars
- 40
- License
- Apache-2.0
Use when asked to mine prior chats on a scheduled or watcher tick and maintain project memory. Not for remote, credential, publish, deploy, or irreversible mutation.
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
# Continual learning ## Contract | Field | Bound contract | |---|---| | Trigger | A scheduled tick or watcher event fires to mine prior chats and maintain project memory. | | Authority | Reversible local: writes only AGENTS.md and the continual-learning index; rollback is version control. No remote mutation. | | Side effect | Updates AGENTS.md and the continual-learning index with deduplicated high-signal memory entries. | | Done | Deduplicated high-signal memory updates are written, or an explicit no-update result is returned. | ## Inputs - Prior chat transcripts or session logs accessible in the local workspace (required). - Existing AGENTS.md (required, read before mutation). - The continual-learning index at `.continual-learning/index.json` (required, read before mutation). The index schema is a JSON object with an array of entries, each carrying `fact`, `source_session`, `date`, and `category` (one of `decision`, `convention`, `constraint`, `resolved-problem`, `project-knowledge`). - Update scope or focus filter (optional). ## Procedure …
Read the whole file at its exact version.
How to install
mdr add outlinedriven/odin-claude-plugin/continual-learning@sha256:66b46bca390a136bThe line at the top of this page pins the label git:20260912.6e06ed3, 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_hmkyxhyeyo4rockv)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Sep 3, 2026 and Sep 12, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260912.6e06ed3 latest | 2026-09-12 | 6e06ed3 | 4,160 B | A | view · diff |
| git:20260904.2014e73 | 2026-09-04 | 2014e73 | 4,129 B | A | view · diff |
| git:20260903.31c840c | 2026-09-03 | 31c840c | 4,296 B | A | view · diff |
| git:20260903.ac7d02a | 2026-09-03 | ac7d02a | 4,316 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 (4160 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
outlinedriven/odin-claude-plugin · 40 stars · license Apache-2.0 · pushed 2026-09-29 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_hmkyxhyeyo4rockv GET https://markdownregistry.com/api/v1/resolve?ref=outlinedriven/odin-claude-plugin/continual-learning GET https://markdownregistry.com/api/v1/blob/66b46bca390a136b4d21b5b01db063365886d5071c0b7d40351650be25547f48
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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