hyperflow-trace

Included with Lifetime

$97 forever

Hyperflow debugging. Use for bugs, test failures, runtime errors, broken builds, or "this doesn't work" reports — verbs like debug, "fix it", solve, "why is X failing", "Y is broken", or a pasted stack trace. Systematic root-cause analysis before any patch — never blind-patch symptoms.

Code Review

What this skill does


# hyperflow-trace — root-cause phase (Antigravity single-agent)

Find the root cause before changing anything. Follow the `hyperflow` doctrine.

## Steps

1. **Reproduce / locate.** Read the error, stack trace, or failing test. Identify the exact failing line and the observed-vs-expected behavior.
2. **5 Whys.** Trace the causal chain backward — keep asking "why" until you reach the true cause, not a symptom.
3. **Hypotheses.** List the 2-4 most plausible causes. For each, state a cheap test (read a file, add a log, run one test) that confirms or rules it out. Test them — narrow to the real cause.
4. **Confirm** the root cause with evidence (a failing assertion, a value print, a reproduced path). Do not patch on a guess.
5. **Fix** the root cause minimally. Add or update a test that would have caught it (characterization test before behavior change).
6. **Verify**: re-run the failing case + the surrounding suite. Self-review the diff (L1-L3). Commit as `fix(<scope>): <root cause>` (conventional, lowercase).

## Rules

- Never blind-patch a symptom to make an error message disappear.
- No behavior change beyond the fix unless asked.
- If the root cause is unclear after hypothesis testing, surface what you found and what's still unknown — don't ship a speculative patch.

Files: 1

Size: 1.6 KB

Complexity: 6/100

Category: Code Review

Source: https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/main/plugins/ai-agency/hyperflow/templates/antigravity/skills/hyperflow-trace

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