Lumen
Use the workbench

Read plans, tasks, and attempts

Distinguish accepted work intent from immutable execution attempts and outcomes.

Outcome

You can trace an objective through a bounded plan revision and dependency graph to immutable attempts without treating an attempt outcome as editable task intent.

Prerequisites

Open a completed deterministic story from projects and runs.

Steps

  1. Read the plan version ID and revision associated with the run.
  2. Inspect each task's stable key, title, objective, acceptance criteria, priority, estimate, hard budget, execution profile, concurrency class, bounded starter context, and retained or replanned lineage. A task does not choose ordinary filesystem/shell tools or environment capabilities; its execution profile resolves a fixed harness when the attempt starts.
  3. Inspect directed dependency edges and their required outputs. Each output has a unique readable name and data classification. The accepted graph is acyclic and bounded by 256 tasks, 1,024 edges, depth 32, and fan-out 32. It has exactly one terminal synthesis task, so a successful run has one unambiguous result instead of selecting an arbitrary leaf.
  4. Open each attempt and inspect its immutable generation, plan revision, state, summary, context bundle digest, and runtime manifest. The manifest freezes build/image/environment/Pi/model and reasoning identities, exact prompt and token/cost limits, retention/tool-execution policy, local tool limits, trusted definition digests and approval timeouts, remote-tool provenance, and subagent caps.
  5. Follow a succeeded attempt to each exact handoff artifact: artifact ID, digest, name, classification, size, media type, producing attempt generation, and plan revision. The successor receives those digest-pinned bytes in its local context rather than through a generic handoff tool.

Verify

The task ID, attempt ID, execution ID, and artifact ID are distinct. Reloading does not rewrite an attempt or reuse its identity for another try. A downstream task becomes ready only when its declared named/classified artifacts, capacity, and nested budget admit it. A missing digest, wrong producing generation, or unavailable frozen runtime definition fails explicitly.

Recover

If execution fails, retain the terminal attempt and retry as a new attempt identity after reconciling any ambiguous external operation. Pause or cancel through the run command boundary; never edit a terminal attempt to make the task appear successful.

Next task

Understand notebooks and kernels.

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