orbyn-backend-design
Skill4 starsChanged 10 days agoMITView on GitHub
Design and implement API/service behavior across validation, authorization, persistence, concurrency and client errors using the consuming project's stack. Use architect first for unsettled ownership; use orbyn-data-migration for stored-format changes.
1 other project uses a version of this.
Adopted by
Most recently taken up by
- kinqsradio/orbyn-fullstack-skillsword for word, first seen Oct 25, 2026
Other versions1 project uses a version of this.
Word for word · 1
- kinqsradio/orbyn-fullstack-skills★ 4100% same
Edited · 0
None found.
Wrote their own version · 0
None found.
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository41 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- .github/copilot-instructions.mdCopilot instructions
- architectSkill
- arenaSkill
- automate-meSkill
- figure-it-outSkill
- howSkill
- interrogateSkill
- language-best-practicesSkill
- motion-matchSkill
- orbyn-ai-applicationSkill
- orbyn-ci-designSkill
- orbyn-content-designSkill
- orbyn-data-migrationSkill
- orbyn-planSkill
- orbyn-researchSkill
- orbyn-security-auditSkill
- orbyn-security-remediationSkill
- orbyn-setupSkill
- orbyn-skill-creatorSkill
- orbyn-stack-selectionSkill
- orbyn-ui-designSkill
- orbyn-upstream-reviewSkill
- orbyn-workflowSkill
- orbyn-worktreeSkill
- product-illustrationSkill
- rea-analysis-optimizationSkill
- rea-changelog-updateSkill
- rea-ci-tests-auditSkill
- rea-tool-designSkill
- reflectSkill
- reverse-engineer-anythingSkill
- show-me-your-workSkill
- social-contentSkill
- social-previewSkill
- stack-diagramSkill
- tddSkill
- technical-illustrationSkill
- unslopSkill
- whySkill
The file
We split this skill into the rules it gives an agent
4 rules. About 0 are common, 4 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈4
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
Start from the consuming project's instructions and actual API, transport and domain owners.
- Distinctive: line 11
Use the project's own stack: do not introduce Fastify, PostgreSQL, Zod or any other Orbyn stack component merely because it appears in an …
- Distinctive: line 18
Validate at the trust boundary: Place parsing there and reuse the owning schema inside the service.
- Distinctive: line 19
Protect the write: Keep transactions around related persistence, with version conditions or locks where stale state matters.
≈ “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
Backend contracts that reach the client
Start from the consuming project's instructions and actual API, transport and domain owners. Use how to trace the existing request, and architect when ownership or lifecycle is undecided. Use the project's own stack: do not introduce Fastify, PostgreSQL, Zod or any other Orbyn stack component merely because it appears in an example.
Method
- State the contract: the caller's input, allowed identity/scope, successful result and expected domain failures.
- Identify the authority reads: which reads establish authority/freshness, and which write or external effect must preserve them. Check access to the referenced tenant resource; a parsed ID and a signed-in session do not prove it.
- Validate at the trust boundary. Place parsing there and reuse the owning schema inside the service. Express failures in the owning contract, and do not scatter defensive checks over already valid internal values.
- Protect the write. Keep transactions around related persistence, with version conditions or locks where stale state matters. Concurrent writers need application-level ownership or fencing; a Git worktree cannot isolate them.
- Handle external effects. Define operation identity, unknown outcomes and reconciliation, and do not hold a database transaction open while a remote provider decides. Retries, crashes and duplicate delivery need an explicit idempotency key, effect identity or recovery contract. Preserve cancellation and cleanup ownership.
- Trace the result through the shared client and each affected UI. Keep errors recognizable enough for a client to preserve its draft, explain the failure and retry deliberately. Never return success for a rejected effect or expose internal exceptions and credentials as UI copy.
- Verify, when authorized, the legitimate outcome, denied access, stale update and relevant retry behavior at the owning boundary.
- Return the changed contract, affected callers, evidence and recovery limits.
For example, moving a task between projects requires source/destination scope, stage compatibility, a concurrency condition and a consistent API result. Updating one route without its shared schema and mobile caller leaves the feature incomplete. A lost save response needs reconciliation/idempotency at the real backend boundary; a simulated preview cannot prove absence of duplicate effects. Retrying an external effect separates request identity, durable state and an unknown provider outcome in a synthetic task.
Hand off
- Persisted-format changes: data migration.
- Visible flows: UI design.
- Coordinated work: orbyn-workflow.
- Choosing a replacement stack: stack selection and architect, not an incidental service implementation.
- Model-proposed tool arguments or generated data: AI application engineering for context, quality and the bounded-loop contract. This backend owner still enforces current authorization, semantic validation and durable effect identity outside the model.
Read when needed
- Service readiness or a material workload change: the operating contract covers the user completion indicator and observation window, demand/quota bounds, operator/recovery ownership, and data classification, retention/deletion and safe diagnostic fields. Put these in the returned criteria; unknown targets or policies remain unresolved gates.
- Actual service/runtime: language guidance. Database syntax and isolation need the engine's SQL reference; language types alone do not prove transaction or authorization behavior.
- Bounded input/work, error semantics, concurrency and stable pagination: production service contracts.
- An operation needing diagnosable phases and privacy-aware records: observability. Installing telemetry or a provider is a separate decision.
- Critical retry, lease or worker lifecycle rules, when justified: connect current effect boundaries to statecharts and property verification.
- Worked examples: the boundary method and idempotency method.
- Supported Expo Router server endpoints: API route authority. Native/browser route state cannot establish server resource access.
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