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docxologydocxology/template/.agents/workflows/continual-learning/SKILL.md

continual-learning

Skill20 starsChanged 13 days agoApache-2.0View on GitHub

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.

We split this skill into the rules it gives an agent

3 rules. 0 are common, 1 is distinctive, and 2 are very specific to this project.

  • 0

    Common

    Most of the 3 edited versions we read keep these.

  • 1

    Distinctive

    This author's own choices. Worth a look.

  • 2

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Very specific:

    Use the shared memory role and infrastructure.core.agent_memory.

    line 10
  2. Very specific:

    Read current memory before changing it.

    line 12
  3. Distinctive:

    Use only user-provided or explicitly authorized transcript sources.

    line 15

“Common” is measured: kept by at least 6 in 10 of the 3 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Maintain local agent memory

Use the shared memory role and infrastructure.core.agent_memory. 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.

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