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From theseus-pro
Run the compound learning pipeline. Save the session log, run Bayesian confidence updates, and present the review queue with auto-captured claims, tensions, and attention items.
How this command is triggered — by the user, by Claude, or both
Slash command
/theseus-pro:learn [--deep] [--skip-review]This command is limited to the following tools:
The summary Claude sees in its command listing — used to decide when to auto-load this command
# /learn Execute the compound learning loop in four phases. ## Phase 1: Save the Session Write a session log to: `knowledge/session_log/[YYYY-MM-DD]-[short-slug].jsonl` Log event lines for what happened in the session. Capture all relevant: - `agent_invoked` - `claim_consulted` - `suggestion_outcome` - `auto_capture` Include enough context to replay why decisions were made and which files or subsystems changed. ## Phase 2: Learn Run the preferred cross-repo learning pipeline: If `~/code/codex-plugins` is unavailable, run a local fallback: 1. Read `knowledge/claims.jsonl`. 2. Apply...
Execute the compound learning loop in four phases.
Write a session log to:
knowledge/session_log/[YYYY-MM-DD]-[short-slug].jsonl
Log event lines for what happened in the session. Capture all relevant:
agent_invokedclaim_consultedsuggestion_outcomeauto_captureInclude enough context to replay why decisions were made and which files or subsystems changed.
Run the preferred cross-repo learning pipeline:
cd ~/code/codex-plugins && python -m scripts.epistemic.learn --plugin theseus-pro
If ~/code/codex-plugins is unavailable, run a local fallback:
knowledge/claims.jsonl.knowledge/manifest.json stats.Present the review queue in this order:
< 0.360+ days (keep / retire / edit)Use direct, action-oriented prompts and apply user choices to the knowledge files.
Print a single-line summary:
[theseus-pro]: N active claims, avg confidence X.XX, M items reviewed
npx claudepluginhub travis-gilbert/claude-marketplace --plugin theseus-pro/learnAnalyzes the current session for non-trivial patterns—error resolutions, debugging techniques, workarounds, and conventions—then saves them as reusable skill files.
/learnInteractively explores Task Master capabilities with tailored suggestions, command lists by category/scenario, power user patterns, and learning paths based on arguments or project state.
/learnAutonomously scouts codebase, learns structure, generates or updates documentation with validation-fix loops.
/learnAnalyzes the current session for non-trivial patterns—error resolutions, debugging techniques, workarounds, and conventions—then saves them as reusable skill files.
/learnDisplays Claude Code best practices guide on sessions, context, memory, modes, CLI shortcuts, worktrees, and prompting. Also supports specific topics and saving session lessons to persistent memory.
/learnToggles learning mode in vibe sessions to enable/disable educational micro-explanations after each step. Accepts 'on', 'off', or no argument to toggle.