implement

implement

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Execute one bounded RED to GREEN experiment from bead or caller intent; return derived subject identity and check facts. Triggers: "implement", "implement this bead", "run the experiment". Full plan-to-validation requests route to rpi.

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Updated 8/28/2026
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implement
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Execute one bounded RED to GREEN experiment from bead or caller intent; return derived subject identity and check facts. Triggers: "implement", "implement this bead", "run the experiment". Full plan-to-validation requests route to rpi.

Implement

Execute exactly one bounded experiment described by the resolved bead or caller
intent. Implement owns subject edits and factual evidence. It does not create a
second planning record or a model-authored candidate packet.

Workflow

  1. Read the intent, acceptance, and scope from their existing source. A runtime
    may snapshot and hash that source automatically for drift detection.
  2. Run the declared first acceptance check before changing behavior. RED-first
    applies only when acceptance is behavioral: preserve evidence that the check
    fails for the expected missing behavior. Relocations, doc merges, and pure
    refactors need no failing-check ritual — record an honest green pre-change
    baseline instead.
  3. Make the smallest in-scope change that satisfies the active behavior.
  4. Run the targeted acceptance checks and capture factual results.
  5. Refactor only while those checks stay green. Refactoring does not change the
    acceptance test.
  6. Have the runtime derive actual changed paths and subject-manifest.v1 from
    the before/after subject. Do not make the model transcribe those facts.
  7. Return the manifest digest, author context ID, and exact check receipts in the
    response or runtime channel. Stop.

Specialists such as standards, domain, test, refactor, and security may provide
advice. They are never hard dependencies and cannot add lifecycle authority.

Evidence proportionality

During edits, run the smallest deterministic checks that can falsify the active
change. Reuse exact-input receipts when their subject and tool identity still
match. Run an expensive full-suite check at the integration boundary, or
earlier only when the intent explicitly makes it the first acceptance check.
Repeatedly replaying the full suite after every focused edit adds latency, not
proof.

Scope conflict rule

On discovering a live consumer of the change outside the declared write scope
— a test asserting the old path, a generated twin, a gate reading the moved
file — stop and report the exact file and line to the caller. Do not silently
expand scope to absorb it or revise the intent from Implement. The caller may
revise the source intent and start a separate invocation.

Before declaring GREEN, self-audit the diff for mocks, placeholders, TODO
stubs, hardcoded fixture values, weakened assertions, regenerated goldens,
widened tolerances, suppression directives, or specification edits standing
in for real behavior. When the diff changes a test, gate, fixture, golden, or
acceptance source, state why the original intent requires that change and
confirm that green came from the implemented behavior rather than a weakened
oracle. A check that passes against a substitute or weakened oracle is not
evidence for the acceptance criterion; either finish the behavior or report it
as not built.

Boundary

  • Do not commit, push, claim, close, release, land, reserve, retry, or invoke a
    semantic validator.
  • Do not silently expand acceptance. A different acceptance contract is a new
    intent for a caller to start separately.
  • A failed check is evidence for the caller, not permission to create a packet
    or validation loop.