Trace a request through a codebase
Follow one request from entry point to storage or external boundary with concrete file references.
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Follow one request from entry point to storage or external boundary with concrete file references.
Reduce a reported defect to a small repeatable case before proposing a fix.
Inspect validation, error contracts, and authorization around one API endpoint.
Check transitions and side effects across loading, success, failure, and cancellation states.
Derive a focused verification set from changed behavior and affected callers.
Map a dependency upgrade's affected usage and verification needs before changing versions.
Find configuration drift without printing secret values or assuming every difference is wrong.
Separate the failing assertion, likely affected behavior, and evidence needed for diagnosis.
Build one user-visible feature slice while preserving repository conventions and existing work.
Restructure a bounded area while proving important observable behavior stays the same.
Test a real boundary's observable behavior without reproducing its internal implementation.
Find the interleaving that causes stale state, duplicate work, or lost updates.
Trace imports, entry points, and data dependencies for a scoped code change.
Find the first meaningful build error and separate environment issues from code defects.
Trace whether an operation enforces ownership or membership for the actual target object.
Create a release checklist tied to changed behavior, dependencies, and rollback evidence.
Convert a failed tool call into evidence, bounded recovery options, and an honest task status.
Review skill metadata, referenced files, and executable or external-action behavior without running it.
Review code changes for real bugs, edge cases, and actionable improvements.
Turn an ambitious project into a small, testable build plan.
Design tests around behavior, invariants, and plausible failures.
Diagnose why an OpenClaw skill is missing, overridden, or not being discovered.
Map a repository for Codex before starting a substantial change.
Give Claude Code a focused review workflow for an existing diff.
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