Extract patterns and decisions from completed campaign artifacts.
npx skills add https://github.com/SethGammon/Citadel --skill learn-sethgammon
Please help me install this Agent Skill. Skill: learn Source: https://github.com/SethGammon/Citadel/tree/main/skills/learn Command: npx skills add https://github.com/SethGammon/Citadel --skill learn-sethgammon
Post-campaign learning extractor reads a completed campaign file, its postmortem, and telemetry audit log to extract successful patterns, failed patterns, key decisions, and quality rule candidates. It writes findings to the knowledge base and optionally appends quality rules to harness.json to enable faster, repeatable improvements across future campaigns.
Trigger the learning pass by invoking /learn after a campaign completes to generate and persist pattern insights.
High-intent search queries and answers about installing and using this skill.
Extract patterns from completed engineering campaigns by reading campaign artifacts, postmortems, and telemetry logs to identify successful and failed patterns with concrete evidence. The learning pass automatically writes these findings to the knowledge base.
Capture key decisions and rationales after a campaign postmortem by aggregating them from telemetry audit logs and campaign files to guide future engineering and QA efforts. This ensures decisions are preserved with concrete evidence.
You can auto-update harness.json with quality rule candidates generated from past campaign telemetry. The learning pass optionally appends these rules to enable faster, repeatable improvements across future campaigns.
Pattern extraction gracefully handles missing postmortems by processing available campaign artifacts and telemetry logs. It extracts successful and failed patterns from existing data without failing when postmortem files are absent.
Run a knowledge write-back after any completed software engineering campaign to surface lessons learned. It writes extracted pattern insights and key decisions to .planning/knowledge/ to enforce repeatable improvements.
The learning pass gracefully handles empty campaigns by processing available artifacts without failing. It reads whatever campaign data exists, including telemetry logs, to extract any available patterns and decisions.
SethGammonGenerate structured postmortem markdown from Citadel campaign files, telemetry, and git history.
apexbusiness-systemsIdentify and prevent testing anti-patterns that degrade test quality.
joelklaboEnforce removal or hashing of API keys and raw images in logs.
special-place-administratorAnalyze campaign artifacts and git history to generate structured postmortem reports.
