Diagnose non-trivial issues with checkpoint artifacts and hypothesis-driven experiments.
npx skills add https://github.com/ponylang/llm-skills --skill pony-debug
Please help me install this Agent Skill. Skill: pony-debug Source: https://github.com/ponylang/llm-skills/tree/main/pony-debug Command: npx skills add https://github.com/ponylang/llm-skills --skill pony-debug
Establishes a formal, artifact-driven approach to debugging that prevents guessing and anchors conclusions in observable evidence.
Start by characterizing the failure and creating a written artifact for Checkpoint 1.
High-intent search queries and answers about installing and using this skill.
Debug intermittent failures by applying a structured, artifact-driven protocol that enforces checkpoint artifacts and hypothesis-driven experiments to establish reproducible evidence before fixes.
Find root causes using hypothesis-driven analysis that guides what to test, document, and confirm, enabling collaboration and iterative investigation through complex code paths.
Start a structured investigation by characterizing the failure and creating a written artifact for Checkpoint 1 to anchor conclusions in observable evidence.
Use a formal debugging protocol for team collaboration by sharing checkpoint artifacts, steps, and observations to verify fixes and guide collective root-cause identification.
Use checkpoint-based debugging to prevent guessing and anchor conclusions in observable evidence, providing a clear, repeatable path through debugging steps with explicit artifacts at each stage.
steadyfallDiagnose software defects through structured root-cause investigation workflows.
galangryandanaEnforce a four-phase process for root-cause debugging before proposing fixes.
officechbusinessservices-creatorCoordinate competing hypotheses with evidence collection and ranked synthesis.
0xHarbsDiagnose failures by applying hypothesis-driven root-cause analysis to test outputs, stack traces, and CI logs.
