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plan: general gated execution — unlimited actions, gated by risk classifier
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Evaluate the agent's action path against the OIKOS.md design. Finding: the
intended model (unlimited runbook-driven actions gated by a risk classifier)
already exists on paper and in scaffolding, but the live agent path regressed
to a hard-coded 5-action enum that bypasses the classifier. Plan a layered
realignment: (0) one general gated `run` primitive, (1) runbooks-as-data as the
reliable fast-path, (2) learning. Chosen v1 posture: approve-most (read-only
auto-runs, all state changes gate). Incremental, each step shippable.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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authentik Default Admin
2026-07-10 09:03:23 +02:00
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@@ -16,6 +16,7 @@ went sideways, open an investigation.
| 2026-07-08 | [Liveness, drift, and UX cohesion](2026-07-08-liveness-drift-and-ux-cohesion.md) | In Progress |
| 2026-07-09 | [Chat sessions: reliability, cost, and session-management fixes](2026-07-09-chat-sessions-improvements.md) | Planned |
| 2026-07-09 | [Session execution, UX, and learning improvements](2026-07-09-session-execution-and-ux-fixes.md) | Planned |
| 2026-07-10 | [General gated execution: unlimited actions, gated by risk](2026-07-10-general-gated-execution.md) | Planned |
## Done