Extract and analyze conversation bundles from spec-driven development sessions.
npx skills add https://github.com/Amirault/DevGate --skill learn-amirault
Please help me install this Agent Skill. Skill: learn Source: https://github.com/Amirault/DevGate/tree/main/.agents/skills/learn Command: npx skills add https://github.com/Amirault/DevGate --skill learn-amirault
This Skill solves the problem of knowledge decay in long-running development projects by reconstructing session history and providing an objective, evidence-based retrospective of completed specifications.
Run the learn skill by providing the specific spec identifier to extract the conversation bundle and generate an evidence-based retrospective report.
High-intent search queries and answers about installing and using this skill.
Run an evidence-based retrospective by providing a specific spec identifier to extract the conversation bundle and generate an improvement report based on concrete logs, timestamps, and command outputs.
Recover decayed conversation history by performing decay-safe merging of live conversation data with persisted bundles to reconstruct the full session history of completed specifications.
Session reconstruction works by merging live conversation data with persisted implementation logs to recover decayed session history and prevent knowledge loss in long-running development projects.
Yes, you need Node.js and the capture-spec-sessions tool to perform decay-safe merging of session data and implementation logs for generating evidence-based process improvements.
Yes, you can analyze the full conversation history after completing a complex feature implementation to identify bottlenecks in the implementation phase and improve future development velocity.
Evidence-based reporting for spec-driven development applies to post-implementation retrospectives and workflow optimization tasks, so it is not suited for active development phases or pre-implementation planning.
axivoCapture technical session decisions, outcomes, and next steps in structured logs.
xiongxianfeiSummarize lessons learned from completed activities into a durable retrospective artifact.
joseph-c-mcguireConduct structured project retrospectives through guided interview questions and action planning.
visualityplAnalyze logs, SQLite database state, and git history to diagnose software issues.
