Run the learnings validation pipeline using griot- subagents. Bills against pooled Claude Code subscription tokens (no ANTHROPICAPIKEY required). Use ONLY when explicitly invoked via /griot-compact. Processes every unprocessed session-note in learnings/session-notes/, runs the four-judge tier-based panel via parallel Agent calls, mediates consensus through bin/griot mediate-panel, attempts up to config.rewrite.maxattempts rewrites on UNCHANGED/REGRESSED outcomes, and escalates stuck notes to griot-operator for diagnosis. After per-note processing, re-runs every existing rollup entry through a single-judge pass-check to detect regressions, then composes a markdown PR body summarizing the run (delivered via the skill response — copy-paste into a GitHub PR). All JSONL writes go through bin/griot operator-checks log-intervention.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryContent & writingStars0
About this skill
Run the learnings validation pipeline using griot- subagents. Bills against pooled Claude Code subscription tokens (no ANTHROPICAPIKEY required). Use ONLY when explicitly invoked via /griot-compact. Processes every unprocessed session-note in learnings/session-notes/, runs the four-judge tier-based panel via parallel Agent calls, mediates consensus through bin/griot mediate-panel, attempts up to config.rewrite.maxattempts rewrites on UNCHANGED/REGRESSED outcomes, and escalates stuck notes to griot-operator for diagnosis. After per-note processing, re-runs every existing rollup entry through a single-judge pass-check to detect regressions, then composes a markdown PR body summarizing the run (delivered via the skill response — copy-paste into a GitHub PR). All JSONL writes go through bin/griot operator-checks log-intervention.
Quick start
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Run the learnings validation pipeline using griot-* subagents. Bills against pooled Claude Code subscription tokens (no ANTHROPIC_API_KEY required). Use ONLY when explicitly invoked via /griot-compact. Processes every unprocessed session-note in learnings/session-notes/, runs the four-judge tier-based panel via parallel Agent calls, mediates consensus through `bin/griot mediate-panel`, attempts up to config.rewrite.max_attempts rewrites on UNCHANGED/REGRESSED outcomes, and escalates stuck notes to griot-operator for diagnosis. After per-note processing, re-runs every existing rollup entry through a single-judge pass-check to detect regressions, then composes a markdown PR body summarizing the run (delivered via the skill response — copy-paste into a GitHub PR). All JSONL writes go through `bin/griot operator-checks log-intervention`.
About this listing
Category
Content & writing
Reported license
Not specified
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI