Rethink
Challenge system assumptions against accumulated evidence.
Install
npx skills add agenticnotetaking/arscontexta --skill rethink -g -a claude-code -y- Repository
- agenticnotetaking/arscontexta3.5k
- Category
- Data and ML
- Updated
- 8mo ago
- License
- MIT
- Context cost
- Mediumabout 3,000 tokens
- Runs scripts
- No, instructions only
What it does
Challenge system assumptions against accumulated evidence. Triages observations and tensions, detects patterns, generates proposals. The scientific method applied to knowledge systems. Triggers on "/rethink", "review observations", "challenge assumptions", "what have I learned".
Runtime Configuration (Step 0, before any processing)
Read these files to configure domain-specific behavior:
-
ops/derivation-manifest.md, vocabulary mapping, domain context- Use
vocabulary.notesfor the notes folder name - Use
vocabulary.notefor the note type name in output - Use
vocabulary.rethinkfor the command name in output - Use
vocabulary.topic_mapfor MOC references - Use
vocabulary.cmd_reflectfor connection-finding references
- Use
-
ops/config.yaml, thresholds, processing preferencesself_evolution.observation_threshold: number of pending observations before suggesting rethink (default: 10)self_evolution.tension_threshold: number of pending tensions before suggesting rethink (default: 5)
-
ops/methodology/, existing methodology notes (read all to understand current system self-knowledge)
If these files don't exist (pre-init invocation or standalone use), use universal defaults.
The command name itself transforms per domain. The derivation manifest maps the universal name to domain-native language. If no manifest exists, use "rethink" as the command name.
EXECUTE NOW
Target: $ARGUMENTS
Parse immediately:
- If target is empty: run full six-phase rethink (Phase 0 drift check + five evidence phases) on all pending observations and tensions
- If target is "triage": run Phase 1 only (triage and methodology updates, no pattern detection)
- If target is "patterns": skip triage, run Phases 3-5 only (analyze existing evidence for patterns)
- If target is "drift": run Phase 0 only (drift check without triage or pattern detection)
- If target is a specific observation or tension filename: triage that single item interactively
START NOW. Reference below defines the six-phase workflow.
Philosophy
The system is not sacred. Evidence beats intuition.
