Aoa Eval Apply

aoa-eval-apply

Intent

Use this skill to apply an existing eval surface after selection is clear. The output is an evidence report, not a proof promotion.

Trigger boundary

Use this skill when:

• an existing eval, validator, test, or script has already been selected
• a local or central evaluation command should be run or routed
• the user needs to know what the run proves, what failed, and what remains

outside coverage

• generated outputs need to be rebuilt or checked as part of the selected eval

Do not use this skill when:

• no existing eval has been selected yet; use aoa-eval-select
• the next honest move is to record missing eval pressure; use

aoa-eval-local-need

• the task is to invent a new suite; use aoa-eval-design
• the command would mutate production or central proof surfaces without owner

permission

Inputs

• selected eval or validation command
• repo-local route law and command prerequisites
• expected artifacts, reports, generated outputs, and pass/fail criteria
• prior failure or regression context

Outputs

• commands run and results observed
• artifacts or reports produced
• evidence classification: green proof, regression, inconclusive, blocked, or

outside coverage

• next route if failure should become an intake need or suite design

Procedure

1. confirm the selected eval surface and owner repo
2. inspect prerequisites and choose the smallest command that exercises the

intended evidence surface

1. run deterministic local checks before subjective review when possible
2. capture outputs, generated drift, and artifact paths
3. classify what the run proves and explicitly name what it does not prove
4. if the run exposes missing coverage, route to aoa-eval-local-need
5. if the run requires new design, route to aoa-eval-design
6. report commands, results, artifacts, and remaining risk

Contracts

• applying an eval does not create a central verdict unless aoa-evals owns and

validates that promotion

• failed or inconclusive runs are evidence, not permission to guess
• generated drift must be resolved through owner builders
• local eval reports must stay under local repo surfaces unless central review

accepts them

Risks and anti-patterns

• running a broad release gate when a focused validator is enough
• treating green tests as complete proof outside their scope
• hiding generated drift
• promoting failure observations without a reproducible command

Verification

• confirm the selected eval existed before running
• confirm command, cwd, and result
• confirm artifacts and generated drift status
• confirm proof limits and next route
• confirm no central proof file was written through MCP

Technique traceability

Manifest-backed techniques:

• AOA-T-0003 from 8Dionysus/aoa-techniques at 1a7d146957108ecefc24219c7d56357c5a4a2c2c using path techniques/proof/evaluation-chain/contract-first-smoke-summary/TECHNIQUE.md and sections: Intent, Inputs, Outputs, Core procedure, Contracts, Risks, Validation
• AOA-T-0007 from 8Dionysus/aoa-techniques at 1a7d146957108ecefc24219c7d56357c5a4a2c2c using path techniques/proof/evaluation-chain/signal-first-gate-promotion/TECHNIQUE.md and sections: Intent, Inputs, Outputs, Core procedure, Contracts, Risks, Validation
• AOA-T-0096 from 8Dionysus/aoa-techniques at 1a7d146957108ecefc24219c7d56357c5a4a2c2c using path techniques/proof/owner-truth-closeout/pinned-validation-matrix-before-generated-publish/TECHNIQUE.md and sections: Intent, Inputs, Outputs, Core procedure, Contracts, Risks, Validation

Adaptation points

• repo-local command runner
• report artifact format
• generated rebuild order

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: 8Dionysus
• Source: 8Dionysus/aoa-skills
• License: Apache-2.0

Install and usage instructions live in the source repository linked above.