Capture a correction or lesson as a persistent learning rule with category, mistake, and correction. Stores, categorises, and retrieves rules for future sessions. Use after mistakes or when the user says "remember this", "don't forget", "note this", or "learn from this".
SkillScore95Maintained
Automatic
◆Knowledge Management pack
Last verified 8/13/2026
What it changes
Passed 21 of 22 test cases with the skill, and 3 of 22 without it.
Without skill14%
With skill95%
Checks it passed that the model alone missed
The output includes a `Mistake:` label.
The proposed rule starts with `[LEARN]`.
The output includes a `Correction:` label.
and 13 more in the full report
19 fixed2 passed either way0 still failing1 broke
Pass-rate lift
+82 pp
Tokens
+11%
Agent turns
0%
Response time
-42%
Model gemini-3.6-flashMeasured 8/13/2026v121 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 19 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 19
Prompt
Remember this for future sessions: you committed changes without running the linter first, which broke the build. Present a concise structured learning block with the category and context, then ask me to approve it before writing it down.
What was checked, without and with the skill
Checked
Without skill
With skill
The response formats the proposed entry starting with `[LEARN]`.
Missed
Passed
The response uses `Quality` as the category tag.
Missed
Passed
case-03 · gemini-3.6-flash · 8/13/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md68 linessingle file
Learn Rule
Capture a lesson from the current session into permanent memory.
Trigger
Use when the user says "remember this", "add to rules", "don't do that again", or after a mistake is identified.
Workflow
Identify the lesson — what mistake was made? What should happen instead?
Format the rule with full context.
Propose the addition and wait for user approval.
After approval, persist to LEARNED section or project memory.
Format
[LEARN] Category: One-line rule
Mistake: What went wrong
Correction: How it was fixed
Wiki-scoped rules
Append Wiki: <slug> to bind the rule to a single pro-workflow wiki. The rule loads only when that wiki is in scope, avoiding cross-project pollution:
[LEARN] Editing: Cite a sources.md row before adding any wiki claim.
Wiki: agent-memory
The capture hook auto-detects Wiki: <slug> and links the learning to that wiki via learnings_wiki.