Capture friction as methodology notes. Three modes — explicit description, contextual (review recent corrections), session mining (scan transcripts for patterns).
NewMaintained
Automatic
◆Knowledge Management pack
Last verified 8/12/2026
What it changes
4 of 22 test cases passed with the skill.
Pass-rate lift
—
Tokens
+211%
Agent turns
0%
Response time
-38%
Model gemini-3.6-flashMeasured 8/12/2026v14 of 22 cases passed with skill · 4 comparable
Tokens, turns and time describe resource use, not a dollar price.
Lift withheld: 4 comparable cases; this report requires 8.
See it in action
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 4
Prompt
Please analyze our recent conversation history to identify the correction I just gave you about tag formatting. Extract what went wrong and how your behavior should adjust, classify the category, and output a confirmation proposal showing the quoted correction, your interpreted behavior change, and a prompt asking me to confirm (yes/no/modify) before any note is saved.
What was checked, without and with the skill
Checked
Without skill
With skill
Displays the header --=={ remember — contextual }==--.
Missed
Passed
Requests confirmation from the user prior to saving any files.
Passed
Passed
case-02 · gemini-3.6-flash · 8/12/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md523 linessingle file
Runtime Configuration (Step 0 — before any processing)
Read these files to configure domain-specific behavior: