aio-plan-review
Skill0 starsChanged 32 days agoMITView on GitHub
Check a backend implementation plan for requirement coverage, feasibility and adversarial failures.
In this repository54 other files it gives its agents.
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- aio-agentsSkill
- aio-algorithmsSkill
- aio-apiSkill
- aio-architectureSkill
- aio-autoplanSkill
- aio-benchmarkSkill
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- aio-ciSkill
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- aio-dataSkill
- aio-debugSkill
- aio-devex-reviewSkill
- aio-doc-reviewSkill
- aio-explainSkill
- aio-feedbackSkill
- aio-handoffSkill
- aio-ideateSkill
- aio-observeSkill
- aio-optimizeSkill
- aio-pipelinesSkill
- aio-planSkill
- aio-proofSkill
- aio-prototypeSkill
- aio-qa-onlySkill
- aio-qaSkill
- aio-releaseSkill
- aio-resumeSkill
- aio-reviewSkill
- aio-securitySkill
- aio-shipSkill
- aio-simplifySkill
- aio-specSkill
- aio-tddSkill
- aio-test-auditSkill
- aio-testSkill
- aio-verifySkill
- aio-workSkill
- aio-worktreeSkill
- all-in-oneSkill
- apple-appstore-reviewerSkill
- backend-algorithmsSkill
- backend-debugSkill
- backend-pipelinesSkill
- backend-planSkill
- backend-reviewSkill
- backend-verifySkill
- complete-destructionSkill
- launch-readinessSkill
- play-policy-insightsSkill
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The file
We split this skill into the rules it gives an agent
2 rules. About 0 are common, 2 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈2
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 8
Check a backend implementation plan for requirement coverage, feasibility and adversarial failures.
- Distinctive: line 17
Use fresh independent reviewers where available.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
AIO Plan Review
Check a backend implementation plan for requirement coverage, feasibility and adversarial failures.
Inherit the resource contract and journal; resolve thorough for a standalone review. One independent reviewer job normally performs both plan lenses using a bounded packet and relevant raw source. Reserve it with stable stage scope PLAN before dispatch, record actual plan coverage, and reuse a matching source/plan review at the controller handoff rather than repeating it.
Protocol
- Load the exact human plan, machine plan and accepted source. Use aio-plan and the bundled plan gate; malformed or stale plan data cannot establish execution readiness.
- Review requirement-to-unit-to-verification coverage, dependency order, owned files, consumers/producers, migration and rollback. Check relevant existing solutions and callers before proposing new machinery. Identify concrete gaps rather than requesting generic extra detail.
- Conduct separate feasibility and adversarial analytical passes, normally in one independent job. Use the failure-mode ledger for new or materially changed paths: link realistic failures to handling, R/U/V coverage and an observable caller/operator outcome. Trace crash after effect, duplicate event, unauthorized tenant, invalid model/tool result, old state/schema replay and resource exhaustion when applicable. Additional jobs require distinct uncovered scope and budget.
- Use fresh independent reviewers where available. A controller self-check is useful but is not independent review. Check findings against repository evidence and preserve source locations and consequences.
- Return findings by default. Apply planning repairs only within authorized scope and the run's two-wave ceiling, then rerun affected gates/review. Escalate settled-decision conflicts. Return ready evidence to the caller; authorized execution may continue through aio-work. Unmet review/budget prerequisites remain checkpointed blockers, never invented readiness.
Return and handoff
An execution-readiness report with coverage gaps, stable finding IDs, failure-mode ledger, review scope and status. Proposed tests and diagrams are planning evidence, not executed verification. Do not implement while reviewing a plan.
In a pipeline, use the stage contract and return to the integrating controller. Run only this specialist's owned scope; preserve the user's accepted decisions and existing authorization.
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