Use when designing a new multi-agent team, visible agents folder, role boundaries, handoff flow, PM Soul, Memory Curator, Policy Gate, or evaluation role. Use for agent-team repo creation even when the user only says they want a meta-agent or agent operating system.
SkillScore32Maintained
Automatic
◆AI Engineer pack
Last verified 8/15/2026
What it changes
Passed 7 of 22 test cases with the skill, and 3 of 22 without it.
Without skill14%
With skill32%
Checks it passed that the model alone missed
Lists memory owner and policy owner in output
Defines user job and target runtime as step 1
Includes path .agentlas/company-blueprint.json
and 10 more in the full report
6 fixed1 passed either way13 still failing2 broke
Pass-rate lift
+18 pp
Tokens
-13%
Agent turns
0%
Response time
-25%
Model gemini-3.6-flashMeasured 8/15/2026v17 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 6
Prompt
Develop an automated patch management agent layout for CVE scanning. Outline procedural file paths and return key operational owners.
What was checked, without and with the skill
Checked
Without skill
With skill
Includes path agents/30-agentlas-packager/agent.md
Missed
Passed
Lists memory owner and policy owner in output
Missed
Passed
Includes skills/<capability>/SKILL.md directory structure
Missed
Passed
case-13 · 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.md18 linessingle file
Agent Team Design
Procedure
Define the user job and target runtime.
Start with one agent. Add team roles only when routing, memory, review,
policy, or parallel ownership is useful.
Use a visible public tree:
agents/10-single-agent-builder/agent.md
agents/20-multi-agent-team-builder/agent.md
agents/30-agentlas-packager/agent.md
Add skills/<capability>/SKILL.md for reusable procedures.
Add .agentlas/company-blueprint.json for topology.
Output
Return the role list, handoff direction, memory owner, policy owner, and eval
owner.