Analyze completed bug fixes to classify root causes and derive prevention measures.
npx skills add https://github.com/MaplumeX/deepresearch --skill break-loop-maplumex
Please help me install this Agent Skill. Skill: break-loop Source: https://github.com/MaplumeX/deepresearch/tree/main/.agents/skills/break-loop Command: npx skills add https://github.com/MaplumeX/deepresearch --skill break-loop-maplumex
Breaks the cycle of "fix bug → forget → repeat" by turning a completed debugging session into a structured, actionable learning process that prevents the same class of bugs from recurring. It captures root causes, failed attempts, prevention strategies, and concrete spec updates so fixes become permanent improvements rather than temporary patches.
.trellis/spec/ guides and provide commit-ready guidance to ensure lessons are applied to the codebase.Use the break-loop skill to produce a five-dimension post-fix analysis for the bug you just fixed and apply the recommended spec updates to the repository.
High-intent search queries and answers about installing and using this skill.
A post-mortem analysis for software bugs is a structured review of a completed debugging session to classify root causes and prevent recurrence. You need it after resolving tricky or recurring cross-layer bugs to ensure fixes become permanent improvements.
To document failed fix attempts and prevent recurring bugs, analyze the completed debugging session across five dimensions: classify root causes, explain why previous fixes failed, recommend prevention mechanisms, identify systemic issues, and capture knowledge for documentation.
To update spec documentation after fixing a bug, analyze the resolved issue and generate commit-ready guidance for your repository documentation files. This produces explicit edits to `.trellis/spec/` guides to ensure lessons are applied to the codebase.
Yes, you can create actionable tickets from a completed bug fix analysis by deriving prevention measures and root fixes. The analysis generates checklist items and recommendations for tests or monitoring to prevent regression across backend and frontend codebases.
Yes, this post-mortem process requires access to repository documentation files to propose commit-ready changes. It specifically targets `.trellis/spec/` guides and supporting docs to apply captured knowledge directly to the codebase.
The best way to break the cycle of fixing the same software bug repeatedly is to turn a completed debugging session into a structured learning process. Classify the root cause, capture prevention strategies, and produce concrete spec updates to stop temporary patches.
LonelyHerbivoreConvert completed debugging sessions into structured bug prevention guidance.
yyoonchulScaffold a repository documentation framework with AGENTS.md and docs/ folders.
LinnkidChenDocument root causes and preventive measures after debugging sessions.
zhukunpenglinyutongApply a five-dimension post-mortem framework to document bug fix root causes.