Analyze agent session failures and convert verified behavioral problems into enforcement patches.
npx skills add https://github.com/npow/claude-skills --skill retrospect-npow
Please help me install this Agent Skill. Skill: retrospect Source: https://github.com/npow/claude-skills/tree/main/retrospect Command: npx skills add https://github.com/npow/claude-skills --skill retrospect-npow
This Skill identifies failures, corrections, and alignment gaps in an agent session so recurring mistakes can be diagnosed and converted into durable improvements.
Ask the retrospect skill to analyze the current session for failures and propose or apply durable fixes.
High-intent search queries and answers about installing and using this skill.
Agent session failures are analyzed by scanning conversations for corrections and tool failures, classifying root causes, and converting verified problems into durable instruction patches and enforcement mechanisms to prevent recurrence.
Root cause analysis for agent behavior classifies session failures across missing, undiscovered, ignored, ambiguous, or incorrect context to identify why mistakes occurred and prescribe targeted fixes.
Instruction patches are created by diagnosing conversation alignment gaps, verifying whether existing enforcement caught the failures, and prescribing fixes across rule cards, stop classifiers, tool gates, and skills to prevent recurrence.
Retrospective workflows can be automated after autopilot or deep-qa sessions by analyzing what went wrong, verifying existing enforcement mechanisms, and producing targeted patches with a concise summary.
Root cause analysis requires access to the current conversation, relevant configuration, hook logs, rule cards, skills, and repository workflows to accurately diagnose failures and apply durable fixes.
Repeated agent corrections are fixed by scanning the session for behavioral signals, classifying the root cause of the corrections, and applying durable enforcement patches across pre-commit hooks and documentation.
mishahaninParse session logs to generate atomic patches for agent memory, settings, and rules.
ZpankzApply P0, P1, and P2 quality gates to CI pipelines.
matsuyoshi30Extract a structured retrospective and summary file from the current session.
Ilenburg1993Audit code for semantic flaws and generate a Markdown report with corrections.
