Diagnose software issue root causes through iterative, hypothesis-driven investigation.
npx skills add https://github.com/korchasa/ide-rules --skill af-investigate
Please help me install this Agent Skill. Skill: af-investigate Source: https://github.com/korchasa/ide-rules/tree/main/catalog/skills/af-investigate Command: npx skills add https://github.com/korchasa/ide-rules --skill af-investigate
## What problem does it solve? Diagnoses root causes of software issues through an iterative, hypothesis-driven investigation.
## Core Features & Use Cases
### Quick Start Initialize a plan, gather initial data (logs, environment details), and present 3–7 candidate hypotheses for user selection.
High-intent search queries and answers about installing and using this skill.
Root-cause debugging works by generating 3–7 candidate hypotheses, having the user select the most probable, and running controlled experiments to gather evidence and narrow down the actual cause.
Hypothesis-driven investigation is a debugging method that formulates potential explanations for an issue, tracks their probabilities and evidence on a visual board, and iteratively tests user-approved hypotheses.
Use a task-management tool to track debugging steps and maintain an automatic audit trail. Enforce non-production changes and restore a clean baseline between experiments to ensure test integrity.
No, this approach enforces non-production changes. It requires gathering initial data like logs and environment details but restricts actual experiments and hypothesis testing to non-production environments.
Initialize a plan, gather initial data such as logs and environment details, and generate a list of 3–7 candidate hypotheses for the user to review and select from to steer the investigation.
gaebalaiAnalyze error logs and Git history to generate bug hypotheses and troubleshooting plans.
fmflurryIdentify and resolve recurring runtime errors with a structured error-resolution pattern.
14790897Creates change requests with impact analysis, risk assessment, and rollback planning.
rsmdtGuide hypothesis-driven debugging with evidence-based root-cause analysis.
