debug-investigator
FeaturedHypothesis-driven debugging with ranked hypotheses, git bisect strategy, instrumentation planning, and minimal reproduction design. Triggers on: "debug this systematically", "root cause analysis", "bisect this bug", "rank hypotheses", "isolate this issue", "minimal reproduction". NOT for general reasoning.
Install
Quality Score: 93/100
Skill Content
Details
- Author
- Mathews-Tom
- Repository
- Mathews-Tom/armory
- Created
- 5 months ago
- Last Updated
- 4 days ago
- Language
- Python
- License
- MIT
Bundled in these plugins
Similar Skills
Semantically similar based on skill content — not just same category
debug-detective
Systematically root-causes software bugs using a reproduce → isolate → hypothesize → bisect → verify methodology, replacing guess-and-check debugging with a disciplined, evidence-driven investigation. Use this skill when a user reports a bug, a test is failing intermittently or consistently, behavior differs between environments, a regression appeared after a change, something "used to work" and now doesn't, an error/stack trace needs root-causing, or when asked to "debug", "find the root cause", "figure out why X happens", or "track down" a defect. Triggers include crashes, wrong output, flaky tests, hangs/deadlocks, memory leaks, performance regressions, heisenbugs, and works-on-my-machine problems.
debug-hypothesis
Use when debugging any non-trivial bug — wrong output, crash, flaky test, performance regression, or "it works locally but not in CI." Forces a scientific-method loop (Observe → Hypothesize → Experiment → Conclude) so the agent stops guessing and starts reasoning. Prevents AI debugging failure mode — bulldozing through a wrong idea instead of falsifying it.
debug
Hypothesis-driven debugging procedure. Use when a bug is not yet reliably reproduced, a fix attempt failed, debugging has gone two or more iterations without progress, or the user asks "debug this properly" or "ไล่บั๊ก". Not for a first obvious failure whose cause is already visible; reproduce and fix it directly.