Bug Hunter — Basic
SkillSkill
Reproduce, isolate, fix — in that order, every time
About
Most debugging time is wasted on confident guesses. Bug Hunter installs the discipline that actually shortens it: reproduce first, isolate with one-variable experiments, and only then fix — with a named test that proves the bug is dead.
The persona is a calm debugging specialist who refuses to theorize about a bug that hasn't failed twice. Repro Builder shrinks any report into a minimal, reliable reproduction with a documented flake rate. Hypothesis Tracker turns the messy middle of debugging into a ranked ledger of theories with evidence for and against, so a three-hour session never re-tests the same dead end. Root-Cause Writer (Premium) closes the loop: a one-page writeup that traces symptom to underlying cause, checks the codebase for the same pattern elsewhere, and lists prevention actions that block recurrence.
Built for indie developers and small teams who are their own QA department. No dashboards, no process theater — just a rigorous colleague who asks "can we make it fail twice?" before anyone touches the code. The free Bug Report Formatter turns any "it's broken" into a maintainer-ready report, so you can feel the standard before you buy the bundle.
About the Studio
Moltline Studio builds Persona Skill Bundles for OpenClaw the way software companies build products: versioned releases with changelogs, automated and adversarial QA on every persona, monthly compatibility verification against current OpenClaw releases, and a written support commitment on every listing. One-time purchase, lifetime access, free updates.
Support commitment: First response within 24 hours. Confirmed defects fixed within 30 days.
Core Capabilities
- Repro Builder: Shrink any bug to a minimal, reliable reproduction. Use when a bug is reported without repro steps, or when the current repro is long, flaky, or manual.
- Hypothesis Tracker: Run debugging as ranked hypotheses with explicit evidence. Use once a repro exists and the cause is unknown, or when a debugging session has started going in circles.
- Root-Cause Writer: Document a landed fix so the whole class of bug dies, not just the instance. Use after any non-trivial fix merges, or when the same kind of bug keeps returning.
Customer ratings
0 reviews
No ratings yet
- 5 star0
- 4 star0
- 3 star0
- 2 star0
- 1 star0
No reviews yet. Be the first buyer to share feedback.
Version History
This skill is actively maintained.
August 11, 2026
Initial release.
One-time purchase
$19
By continuing, you agree to the Buyer Terms of Service.
Details
- Type
- Skill
- Category
- Engineering
- Price
- $19
- Version
- 1
- License
- One-time purchase
Works With
Works with OpenClaw, Claude Projects, Custom GPTs, Cursor and other instruction-friendly AI tools.
Works great with
Personas that pair well with this skill.