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Instant Backend Probe
Inspect one server-side operation: request handler, domain rule, data transaction, permission check, worker or outbound adapter. Reproduce the supplied failure or trace a concrete input through the relevant state and effect.
MCP library 1.6.1 · Instruction library 1.6.1 · English technical instructions
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Connect Vibe Coding Library to a coding agent that supports MCP over Streamable HTTP. Choose Other / MCP agent for a neutral prompt, or a ready-made Codex or Claude Code invocation. Add your task details below.
Scope
Inspect one server-side operation: request handler, domain rule, data transaction, permission check, worker or outbound adapter. Reproduce the supplied failure or trace a concrete input through the relevant state and effect.
Procedure
- Establish accepted input, expected response/state/effect and the authoritative rule. Inspect validation, access scope, serialization and the direct consumer.
- Trace the relevant retry, concurrent request, partial write or cancellation. Observe stored state and external-effect identity, not only the returned status.
- If authorized, repair the rule at the handler, service, policy, transaction or adapter that defines it. Synchronize directly affected callers and generated contracts.
- Preserve supported wire/schema behavior. For an already-applied migration, follow the repository’s forward-migration and rollback/forward-fix policy rather than silently rewriting history.
Verification
Run the closest native owner/consumer check or a controlled request/job reproduction. Include a valid control beside rejection or failure cases. Qualify unavailable databases, queues and providers. Apply the selection/history and result rules in the parent skill.
Carry the principal/input, initial stored state, expected effect identity and observed final state into patch review. If a response is correct but the persisted effect is still wrong or duplicated, return to the same owning transaction/adapter; do not mark the probe fixed.
Workflow ID: instant-backend-probe · View the versioned source · Shared workflow and authority rules