aio-spec
Skill0 starsChanged 31 days agoMITView on GitHub
Turn accepted backend behavior into versioned requirements, interfaces and acceptance criteria.
In this repository54 other files it gives its agents.
- agent-workflowsSkill
- aio-agentsSkill
- aio-algorithmsSkill
- aio-apiSkill
- aio-architectureSkill
- aio-autoplanSkill
- aio-benchmarkSkill
- aio-brainstormSkill
- aio-canarySkill
- aio-checkpointSkill
- aio-ciSkill
- aio-commitSkill
- aio-compoundSkill
- 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-plan-reviewSkill
- aio-planSkill
- aio-proofSkill
- aio-prototypeSkill
- aio-qa-onlySkill
- aio-qaSkill
- aio-releaseSkill
- aio-resumeSkill
- aio-reviewSkill
- aio-securitySkill
- aio-shipSkill
- aio-simplifySkill
- 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
- reverse-engineer-anythingSkill
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 12
Read the exact request/design and current APIs, event schemas, persistence and consumers.
- Distinctive: line 16
Write the contract and a requirement-to-verification matrix.
≈ “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 Spec
Turn accepted backend behavior into versioned requirements, interfaces and acceptance criteria.
Protocol
- Read the exact request/design and current APIs, event schemas, persistence and consumers. Preserve settled scope; do not silently add features or change the public contract.
- Assign stable R IDs to observable requirements and V IDs to verifications. Define authentication context, input bounds, success/error behavior, status transitions, consistency, deadlines and compatibility.
- For jobs or agents, define effect/acknowledgement boundaries, stable operation identity, replay behavior, cancellation, budget exhaustion and terminal errors. Distinguish acceptance from completion.
- Name nonfunctional targets with units and workload assumptions, data retention and tenant invariants, and the operational owner. Unknown business facts remain explicitly unresolved.
- Write the contract and a requirement-to-verification matrix. Send a ready contract to aio-architecture or aio-plan; planning does not invent missing acceptance.
Return and handoff
A source-linked backend contract, R/V matrix, scope and unresolved questions. Standalone invocation ends with the spec.
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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Your trail
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