CRITICAL: Fix all ai-red-teaming workflow bugs and enhance end-to-end experience#9
Closed
rdheekonda wants to merge 5 commits into
Closed
CRITICAL: Fix all ai-red-teaming workflow bugs and enhance end-to-end experience#9rdheekonda wants to merge 5 commits into
rdheekonda wants to merge 5 commits into
Conversation
…ation - Auto-load analytics-interpretation and trace-analysis-advisor skills on agent startup - Add get_workspace_info tool to diagnose analytics pipeline issues - Improve error messages when no local analytics files found - Add flexible workspace organization with DREADNODE_* environment variables - Maintain backward compatibility with existing ~/workspace/airt structure Addresses user feedback about missing analytics data and tool call failures.
- Add explicit warnings in analytics tools about NO INTERPRETATION - Create get_platform_assessment_data() placeholder to prevent hallucination - Update agent instructions to only use official assessment tracking tools - Emphasize platform data only, no analysis or interpretation by agent - Ensure strict platform data retrieval for assessment analytics Addresses user requirement for zero hallucination in analytics reporting.
- Fix 'str' object has no attribute 'items' bug in get_analytics_summary - Add isinstance() checks for severity/compliance fields (can be str or dict) - Add validate_attack_results() tool to catch workflow errors early - Auto-load error-troubleshooting skill for complete workflow - Enhanced agent instructions with validation step mandatory after attacks - Add missing tools documentation for validate_attack_results and get_workspace_info Fixes TUI workflow failure and provides complete end-to-end user experience.
Fix 1: Agent Workflow Sequence Issues - Add mandatory validate_attack_results step before analytics - Prevent calling analytics tools if validation shows errors - Add explicit instructions for direct tool calls Fix 2: Direct Tool Call Instructions - When user types tool name directly, call ONLY that tool - Stop agent from being 'helpful' by calling multiple tools Fix 3: Skills Auto-Loading Mechanism - Add skills_manager.py with load_essential_skills() - Add check_skills_status() for diagnostics - Add validate_workflow_readiness() for complete check Fix 4: Enhanced Error Handling - Add fix_workflow_errors() to auto-fix parsing/analytics/platform issues - Automatic corrupted file handling and backup - Clear analytics cache and reset capabilities Fix 5: Enhanced Retry and Recovery - Structured diagnostic sequence with specific tools - Progressive retry strategy with auto-fixes - Never report failure without using diagnostic tools Addresses all remaining workflow integration issues for complete end-to-end experience.
Significant feature additions and critical bug fixes: - New comprehensive workflow validation tools - Auto-loading skills management system - Critical analytics parsing bug fixes - Enhanced error handling and recovery tools - Complete end-to-end workflow improvements Breaking changes: None New tools: 6 new diagnostic and fix tools added
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.
Problem
Multiple critical bugs in ai-red-teaming workflow causing failures:
'str' object has no attribute 'items'Root Causes
Solutions Applied
Fix 1: Analytics Parsing Bug ✅
isinstance()checks for severity/compliance fields'str' object has no attribute 'items'crashesFix 2: Agent Workflow Sequence ✅
validate_attack_results()step before analyticsFix 3: Skills Auto-Loading ✅
skills_manager.pywith complete skill managementload_essential_skills()- Auto-load analytics-interpretation, trace-analysis-advisor, error-troubleshootingcheck_skills_status()- Verify skills availabilityvalidate_workflow_readiness()- Complete system checkFix 4: Enhanced Error Handling ✅
fix_workflow_errors()- Auto-fix parsing/analytics/platform issuesFix 5: Progressive Retry System ✅
New Tools Created
validate_attack_results()- Diagnose workflow issuesfix_workflow_errors()- Auto-fix common problemsload_essential_skills()- Ensure skills are loadedcheck_skills_status()- Verify skill availabilityvalidate_workflow_readiness()- Complete system checkget_workspace_info()- Workspace diagnostics (enhanced)Enhanced Workflow
Testing
'str' object has no attribute 'items'errorFiles Changed
tools/results.py- Fixed parsing bug, added validation/fix toolsagents/ai-red-teaming-agent.md- Enhanced instructions with validation workflowtools/skills_manager.py- New complete skills management systemResult
Complete end-to-end ai-red-teaming workflow with:
Closes workflow failure issues and provides robust user experience.