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Get Started Free →Stress-test a plan by walking its decision tree one question at a time. Use when the user wants to pressure-test a design before implementation.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | -38% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 43% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -44% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 7% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 2% | 0% |
Drive a plan from sketch to commitment by resolving every open decision before any code is written.
the plan being interrogated. Do not proceed on a mis-restatement.
each node as open (undecided) or resolved. A resolved node carries a source tag: user (the user answered), inferred (the codebase or an existing constraint settled it).
depends on is resolved.
tight and binary or small-multiple-choice when possible.
reasoning. The user can confirm, pick a different option, or push back.
prior commits, or an existing doc. If so, skip the question and mark the node resolved with source inferred: <path>.
list: Decision - Choice - Source (user | inferred: <path>).
the ability to react to each answer individually.
question, read first.
survey; it offloads design onto the user.
downstream question is premature.
The interrogation produces three artifacts, not just answers. Offer to write each; do not force it.
Decision - Choice - Source (user | inferred: <path>).
CONTEXT.md (when the interrogation surfaced project-specific terms).A short shared-language file: every domain term you and the user had to pin down, with a one-line definition in the project's own words. This is what stops the agent from using twenty words where one will do next session, and keeps names in code consistent. One term per line: term - what it means here. Point future sessions at it. On re-run, merge new terms in place rather than overwriting existing ones.
short record per decision that a future reader would question: the context, the choice, the alternatives rejected, and why. Keep them in docs/decisions/NNNN-slug.md. Read the directory first and number from the highest existing record so two records never collide. Skip the obvious ones - a record for a trivial choice is noise.
The decision ledger the user can paste into the plan doc. No prose summary. No hedging. If the user declines to decide a node, mark it DEFERRED with the reason the user gave - this is not the same as open. When you write CONTEXT.md or a decision record, keep it in the project's language, not a generic template.
Other measured skills in the registry, with their headline benchmark lift.