Conversation
Implements ESASS × OpenClaw × ClawHub integration: - OpenClaw event bridge to ESASS probes - Skill formatter (ESASS → OpenClaw SKILL.md) - ClawHub publishing client with versioning - Recursive loop controller for pattern → skill → publish cycle - Configuration management with env support - Quick start demo with simulated events Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Updates project documentation to reflect current state: - Added OpenClaw × ClawHub integration section (1873 lines) - Updated status to production-ready probe system + recursive learning loop - Expanded project structure with openclaw-plugin directory - Updated roadmap with completed phases (1-3) and planned phases (4-8) - Enhanced success metrics with probe system and integration achievements - Reorganized documentation links by category - Bumped version to 0.2.0 Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Implements top 5 recommended probes from ENHANCE.md: 1. ErrorRecoveryProbe - tracks error resolution patterns - Captures recovery strategies (read docs, search code, backtrack, etc.) - Measures time to recovery and success rates - Maps error categories to effective recovery approaches 2. StrategyShiftProbe - captures approach pivots - Detects when Claude abandons one approach for another - Tracks sunk cost at shift point (actions taken, time spent) - Identifies shift triggers (not working, try different, etc.) - Records approach transitions (incremental → batch, etc.) 3. CalibrationProbe - tracks confidence vs outcomes - Compares predicted confidence to actual outcomes - Detects overconfidence and underconfidence patterns - Calculates calibration error metrics - Essential for self-improvement loops 4. InsightProbe - captures "aha moments" - Detects realizations, breakthroughs, corrections - Identifies causal discoveries and pattern recognition - Extracts key insights and learnings - Categorizes by domain (debugging, architecture, etc.) 5. ScopeExpansionProbe - detects task complexity growth - Tracks initial complexity estimates - Identifies unexpected dependencies and scope creep - Measures expansion magnitude and frequency - Detects "more complicated than expected" moments Configuration updates: - Added ProbeConfig dataclasses for each new probe - Integrated into ESASSProbeSystemConfig - Added environment variable support - Updated create_default_probes() to instantiate new probes Total: ~1400 lines of new probe implementation Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
No description provided.