Use when adding Memory Events, Memory Tickets, memory-map.json, vault-references.json, PM Soul memory ownership, or Memory Curator routing to an agent repo.
SkillScore95Maintained
Automatic
◆AI Engineer pack
Last verified 8/15/2026
What it changes
Passed 21 of 22 test cases with the skill, and 7 of 22 without it.
Without skill32%
With skill95%
Checks it passed that the model alone missed
Designates PM Soul as the owner of open loops
Uses .agentlas as the root directory for memory files
Prohibits storing service-account JSON in memory files
and 13 more in the full report
14 fixed7 passed either way1 still failing0 broke
Pass-rate lift
+64 pp
Tokens
-45%
Agent turns
0%
Response time
-54%
Model gemini-3.6-flashMeasured 8/15/2026v121 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 14 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 14
Prompt
What hidden directory name contains all standard memory ticketing JSON and JSONL tracking files?
What was checked, without and with the skill
Checked
Without skill
With skill
Uses .agentlas as the root directory for memory files
Missed
Passed
case-19 · 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.md20 linessingle file
Memory Ticketing
Required Files
.agentlas/memory-map.json
.agentlas/memory-tickets.jsonl
.agentlas/vault-references.json
Flow
Workers emit ## Memory Events.
Runtime or orchestrator wraps events into tickets.
Memory Curator validates, redacts, deduplicates, and routes.
Use whenever a build emits or repairs .agentlas/routing-card.json — the shared card contract for the single-agent builder, the team builder, and the packager. States what belongs in every field, which fields the hub can actually match on, and which fields silently break matching when a sentence leaks into them.