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Bo 3213afcf1c Default to native execution and report independently accepted work (#1129)
## Change

Make native coding-agent execution the default AgentOps entry path with
zero mandatory skills. Preserve full bundles and add repeatable `ao
skills link --skill NAME` selection, validating the entire selection
before writes. Align product, installation, architecture and generated
command documentation.

Extend the existing trial readout to separate endpoint test results,
execution state and independently accepted work. Bind supplied judgments
to exact content, acceptance and native evidence. Reject empty
implementation subjects and require the caller's complete criterion ID
set before reporting acceptance. Preserve genuine nonempty and
deletion-only subjects, valid failures and missing-proof outcomes.

## Validation

- Native onboarding from empty home/consumer directories produces no
setup files; selective/full linking and failure boundaries are covered.
- Actual RED/GREEN regressions cover empty subjects and the
partial-criterion omission found by independent review.
- Full Go build, vet and race/shuffle tests; affected Go lint; 88 Python
readout/statistics tests passed.
- All 73 gates, generated projections, strict documentation build and
local aggregate passed (10 passed; one documented optional absence).
- All nine PR checks succeeded at
`7df0d42b12f35ffc22008cc10a40339afcfbb6a0`.
- Fresh author-distinct review passed all six acceptance criteria over
all 59 changed paths, with no findings or unchecked scope, after
repairing the criterion-coverage finding.

## Evidence limits

The real native coding repair demonstrates usability, not comparative
skill uplift. The strict live-session machine replay remains NOT_PROVEN
where execution/identity observations are unavailable; the source review
PASS is retained separately. Existing cohort limits and the historical
aggregate-enforcement gap remain unwaived. No new comparative cohort,
scheduler, skill-corpus deletion, memory migration or global
installation is included.
2026-09-10 20:28:22 +00:00

1.2 KiB

First value path

  1. Give your native coding agent a concrete behavior and acceptance examples.
  2. Let it inspect the relevant code, implement the change and run the repository's checks. Planning and specialist guidance are available when they help.
  3. Have a fresh, author-distinct context review the exact change against the unchanged acceptance and evidence.
  4. Repair concrete findings and review the changed content. Finish when the accepted behavior is proven; report missing evidence honestly.

No AgentOps skill installation or RPI invocation is required. ao quick-start explains this path and ao demo prints a sample task. ao supplies deterministic checks and evidence utilities on demand; the coding agent supplies judgment. Use a native goal for continuity and your existing tracker for work and handoffs.

For a small task this should be one reviewable change and one independent judgment. Persist verdict.v2 only when a caller or declared consumer needs machine-readable evidence, using protected external non-Git storage.

Success is fresh independent judgment bound to acceptance and content identities. Pushing or releasing that content follows repository policy.