Skip to main content
PROMPT SPACE
L
Freedeveloper-toolsUniversal

lobster-debugging

A systematic 4-phase debugging framework to find root causes, eliminate flaky tests, and prevent regressions.

skill install https://www.promptspace.in/skills/lobster-debugging

What it does

Lobster Debugging is a rigorous, 4-phase framework designed to eliminate the "guess-and-check" cycle that plagues modern software development. It transforms your AI agent from a simple code-patcher into a systematic forensic investigator. Instead of applying shallow fixes, it enforces a strict protocol: investigation, condition-based synchronization, defense-in-depth, and academic verification.

Why use this skill

Standard LLMs often rush to provide the first plausible-looking fix, which leads to regression and technical debt. This skill implements the 'Iron Law' of debugging: no fixes allowed without proven root cause isolation. It prevents common pitfalls like "magic" sleep timers, flaky test patches, and symptom-only repairs. By using this skill, you ensure that every bug fixed is a bug that never returns.

How it works

  • Phase 1: Investigation: Systematic binary search of the codebase and diagnostic instrumentation.
  • Phase 2: Synchronization: Replacing flaky timeouts with robust event-based waiting.
  • Phase 3: Defense-in-Depth: Implementing guards that prevent entire classes of similar vulnerabilities.
  • Phase 4: Verification: Proving the fix handles edge cases and handles regression testing.

Use cases

  • Eliminate flaky test suites by replacing timeouts with event-driven logic
  • Perform deep root-cause analysis on complex, multi-component system failures
  • Implement defense-in-depth guards to prevent recurring bug categories
  • Automate regression test generation for every bug fix discovered

Example

Prompt

Debug this intermittent test failure using the Lobster framework.

Output

[ROOT CAUSE FOUND]: Race condition in Auth Provider.
[PREVENTION]: Replaced 500ms sleep with Promise.all() synchronization.
[UNIT TEST]: test_auth_persistence_on_slow_network verified.
[REGRESSION]: Validated against 4 existing auth edge cases.
Result: Bug eliminated, not patched.

Frequently asked questions

Unlike standard code-patching tools, lobster-debugging follows a strict forensic protocol that prevents 'guess-and-check' fixes. It specifically targets the root cause and eliminates flaky code by enforcing event-based synchronization rather than shallow, temporary repairs.
lobster-debugging — AI Agent Skill | PromptSpace