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Get Started Free →Use when converting, repairing, or packaging an existing local or external agent/team into Agentlas architecture for local install, Agentlas import, Codex plugin use, Claude adapter use, or open-source release.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-22 | ✗→✓ | ▲ Improved | -28% | 0% |
| case-21 | ✗→✓ | ▲ Improved | -64% | 0% |
| case-07 | ✗→✓ | ▲ Improved | -26% | 0% |
| case-08 | ✗→✓ | ▲ Improved | -41% | 0% |
| case-09 | ✗→✓ | ▲ Improved | -27% | 0% |
or generated agent package.
docs/builder-interview-research-gate.md when the source behavior,target user, tools/plugins, output artifacts, or evaluation bar are unclear. Packaging must not turn a shallow prompt into a polished but weak package.
AGENTS.md;docs/builder-interview.md;docs/research-sources.md;docs/tool-selection.md;docs/prompt-performance-contract.md;.agentlas/capability-eval-plan.json;.agentlas/agent-card.json;.agentlas/company-blueprint.json;.agentlas/mode-map.json;.agentlas/memory-map.json;.agentlas/memory-tickets.jsonl;.agentlas/vault-references.json;.agentlas/global-commands.json;generic AGENTS.md tools, and terminal adapters.
scripts/verify-team-package.sh <package-root> after repair. If itfails, correct the package shape before any final handoff.
Return classification, repaired_files, agentlas_contracts_added, runtime_adapters, global_commands, verification, and blockers.
Other measured skills in the registry, with their headline benchmark lift.