Use when preserving product intent, acceptance criteria, decision memory, open loops, roadmap context, or the product-manager continuity layer of an agent team.
SkillScore77Maintained
Automatic
◆Product Management pack
Last verified 8/15/2026
What it changes
Passed 10 of 13 test cases with the skill, and 2 of 13 without it.
Without skill14%
With skill77%
Checks it passed that the model alone missed
Includes key intent
Includes key open_loops
Includes key drift_risks
and 21 more in the full report
14 fixed3 passed either way5 still failing0 broke
Pass-rate lift
+64 pp
Tokens
0%
Agent turns
0%
Response time
-15%
Model gemini-3.6-flashMeasured 8/15/2026v117 of 22 cases passed with skill · 13 comparable
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 8
Prompt
PWA service worker added `/offline.html` route. Check `.agentlas/project-soul-memory.md` to ensure offline readiness criteria are tracked.
What was checked, without and with the skill
Checked
Without skill
With skill
Includes output key intent
Missed
Passed
Includes output key memory_events
Missed
Passed
case-22 · gemini-3.6-flash · 8/15/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md15 linessingle file
PM Soul
Procedure
Read .agentlas/project-soul-memory.md when present.
Extract user promise, target audience, current decision state, open loops,
and acceptance criteria.
Connect sitemap changes to product intent.
Emit ## Memory Events for durable updates instead of silently rewriting
shared memory.
Output
Return intent, acceptance_criteria, open_loops, drift_risks, and
memory_events.