feat: Enhance context engineering with new configuration and task specifications
- Added comprehensive context engineering settings to core configuration, including agent classifications and performance monitoring. - Introduced new task files for context optimization, handoff, validation, and utilities for compression and filtering. - Established a structured approach to improve agent capabilities while ensuring compliance with the BMad Method.
This commit is contained in:
bhandari-piyush
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commit
bc1035cfb2
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@ -23,3 +23,75 @@ workflow:
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trackProgress: true
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enforceSequence: false
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updateOnCompletion: true
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# Context Engineering Enhancement Configuration
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context_engineering:
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# Universal Settings
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universal:
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enabled: true
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default_compression_ratio: 0.7
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max_context_age_hours: 24
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validation_required: true
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audit_logging: true
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# Agent Type Classifications
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agent_types:
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dev_agents:
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- dev
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planning_agents:
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- bmad-orchestrator
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- architect
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- pm
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- po
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- analyst
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- ux-expert
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- qa
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- sm
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hybrid_agents:
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- bmad-master
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# Agent-Specific Configuration
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dev_agent_config:
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token_limit: 2000
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compression_ratio: 0.9
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max_dependencies: 6
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code_relevance_threshold: 0.95
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enabled_utilities:
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- context-compression
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- context-filtering
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enabled_tasks:
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- context-optimization
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- context-handoff
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- context-validation
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planning_agent_config:
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token_limit: 8000
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compression_ratio: 0.7
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max_dependencies: 12
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relevance_threshold: 0.75
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enabled_utilities:
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- context-compression
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- context-filtering
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- semantic-search
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- context-analysis
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enabled_tasks:
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- context-optimization
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- context-handoff
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- context-validation
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- context-retrieval
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- context-memory-management
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hybrid_agent_config:
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adaptive_context: true
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dev_mode_token_limit: 2000
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planning_mode_token_limit: 8000
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adaptive_compression: true
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# Performance Monitoring
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performance:
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token_usage_monitoring: true
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compression_efficiency_tracking: true
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retrieval_accuracy_measurement: true
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handoff_success_rate_monitoring: true
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context_optimization_time_target_ms: 500
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memory_usage_limit_mb: 100
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@ -0,0 +1,25 @@
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version: 4.22.0
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markdownExploder: true
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prd:
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prdFile: docs/prd.md
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prdVersion: v4
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prdSharded: true
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prdShardedLocation: docs/prd
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epicFilePattern: epic-{n}*.md
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architecture:
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architectureFile: docs/architecture.md
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architectureVersion: v4
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architectureSharded: true
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architectureShardedLocation: docs/architecture
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customTechnicalDocuments: null
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devLoadAlwaysFiles:
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- docs/architecture/coding-standards.md
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- docs/architecture/tech-stack.md
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- docs/architecture/source-tree.md
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devDebugLog: .ai/debug-log.md
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devStoryLocation: docs/stories
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workflow:
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planFile: docs/workflow-plan.md
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trackProgress: true
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enforceSequence: false
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updateOnCompletion: true
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@ -0,0 +1,271 @@
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# Context Handoff Task
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## Purpose
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Transfer context between agents while optimizing for receiving agent type and maintaining essential information. This task enables seamless cross-agent collaboration by providing appropriate context summaries and transfers based on agent capabilities and requirements.
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## Handoff Types
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### Dev Agent Handoff (Lean Context Transfer)
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When transferring TO dev agent:
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- Maximum 2000 tokens total context
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- Focus on implementation requirements only
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- Strip planning and strategic context
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- Preserve technical specifications and constraints
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- Include only actionable development information
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### Planning Agent Handoff (Rich Context Transfer)
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When transferring TO planning agent:
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- Maximum 8000 tokens total context
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- Preserve strategic context and decision rationale
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- Include stakeholder information and business requirements
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- Maintain collaboration history and cross-functional context
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- Keep high-level goals and objectives
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### Cross-Planning Agent Handoff
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Between planning agents of different specializations:
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- Preserve role-specific context relevant to receiving agent
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- Include collaboration history and shared decision points
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- Maintain strategic context while adding domain-specific focus
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- Ensure smooth transition without information loss
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## Procedure
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### 1. Handoff Initialization
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**Identify Transfer Context**
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- Source agent type and current context state
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- Target agent type and context requirements
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- Transfer reason and expected outcomes
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- Critical information that must be preserved
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**Assess Transfer Requirements**
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[[LLM: Analyze the target agent's role and determine what context information is essential for their successful operation]]
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**Context Mapping**
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- Map current context elements to target agent priorities
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- Identify information relevant to target agent's domain
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- Flag context that can be compressed or removed
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- Mark critical handoff points and dependencies
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### 2. Agent-Specific Context Preparation
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**For Handoff TO Dev Agent:**
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**Essential Context (Always Include)**
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- Current task requirements and acceptance criteria
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- Technical specifications and implementation constraints
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- Code standards, patterns, and architectural decisions
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- Error states, debugging information, and edge cases
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- File dependencies and integration requirements
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**Context Transformation**
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[[LLM: Convert planning context into implementation-focused information that directly supports coding tasks]]
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**Remove/Minimize**
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- Strategic discussions and business rationale
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- Stakeholder conversations and requirements gathering
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- Market analysis and competitive information
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- High-level planning and roadmap discussions
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- Non-technical background and context
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**Dev-Optimized Summary Format**
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```
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## Implementation Context Handoff
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**Task Overview:**
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{{task_summary_implementation_focused}}
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**Technical Requirements:**
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{{technical_specifications}}
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**Code Constraints:**
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{{coding_standards_and_constraints}}
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**Dependencies:**
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{{technical_dependencies}}
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**Acceptance Criteria:**
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{{implementation_acceptance_criteria}}
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**Known Issues/Considerations:**
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{{technical_issues_and_edge_cases}}
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```
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**For Handoff TO Planning Agent:**
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**Essential Context (Always Include)**
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- Business objectives and strategic goals
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- Stakeholder requirements and constraints
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- Decision history and rationale
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- Cross-functional collaboration context
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- Market and user considerations
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**Context Expansion**
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[[LLM: Enhance technical context with strategic implications and business value]]
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**Preserve/Enhance**
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- Strategic planning discussions
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- Stakeholder communication history
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- Business requirements and user stories
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- Market context and competitive analysis
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- Cross-team collaboration and dependencies
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**Planning-Optimized Summary Format**
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```
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## Strategic Context Handoff
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**Business Objectives:**
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{{strategic_goals_and_objectives}}
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**Stakeholder Context:**
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{{stakeholder_requirements_and_constraints}}
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**Decision History:**
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{{key_decisions_and_rationale}}
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**Collaboration Context:**
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{{cross_functional_information}}
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**Current Status:**
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{{project_status_and_next_steps}}
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**Success Metrics:**
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{{success_criteria_and_kpis}}
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```
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**For Cross-Planning Agent Handoff:**
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**Role-Specific Context Adaptation**
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[[LLM: Adapt context to emphasize information most relevant to the receiving planning agent's specialization]]
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**Preserve Common Planning Context**
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- Strategic objectives and business goals
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- Stakeholder requirements and constraints
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- Cross-functional collaboration history
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- Decision rationale and trade-offs
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**Add Domain-Specific Focus**
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- **To Architect**: Technical constraints, system design, architecture decisions
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- **To PM**: Product strategy, market requirements, feature prioritization
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- **To PO**: User stories, backlog management, acceptance criteria
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- **To Analyst**: Business process, requirements analysis, stakeholder needs
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- **To UX Expert**: User research, design requirements, usability considerations
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- **To QA**: Quality standards, testing requirements, acceptance criteria
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- **To SM**: Team dynamics, process requirements, impediment tracking
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### 3. Context Validation and Quality Assurance
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**Completeness Validation**
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- Verify all critical information for target agent is included
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- Confirm no essential context has been lost in translation
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- Validate that handoff supports target agent's success
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**Relevance Check**
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- Ensure all included context is relevant to target agent's role
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- Remove any remaining irrelevant information
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- Optimize context density for target agent's needs
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**Handoff Integrity**
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- Verify context relationships remain intact
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- Check for any broken references or missing links
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- Ensure logical flow and coherence
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### 4. Handoff Execution
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**Context Package Creation**
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```
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{{handoff_context_package}}
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```
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**Handoff Instructions**
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[[LLM: Generate specific instructions for the receiving agent based on their role and the context being transferred]]
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**Transition Guidance**
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- Clear next steps for the receiving agent
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- Context on how to use the transferred information
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- Any special considerations or important notes
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### 5. Handoff Confirmation
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**Transfer Verification**
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- Confirm receiving agent has access to all necessary context
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- Validate that context is properly formatted for agent type
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- Ensure no critical information was lost or corrupted
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**Success Metrics**
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- Context relevance score for receiving agent
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- Information completeness for target tasks
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- Transfer efficiency and token utilization
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## Output Format
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### Context Handoff Package
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```
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# Context Handoff: {{source_agent}} → {{target_agent}}
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## Handoff Summary
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**Transfer Type:** {{handoff_type}}
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**Transfer Reason:** {{transfer_reason}}
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**Critical Context:** {{critical_context_summary}}
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## Optimized Context for {{target_agent}}
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{{optimized_context_for_target_agent}}
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## Handoff Instructions
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[[LLM: Provide specific guidance for the receiving agent on how to use this context effectively]]
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## Transition Notes
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{{special_considerations_and_notes}}
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## Context Metrics
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- Original Context Size: {{original_token_count}} tokens
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- Transferred Context Size: {{transferred_token_count}} tokens
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- Compression Ratio: {{compression_ratio}}
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- Relevance Score: {{relevance_score}}/10
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```
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### Handoff Success Confirmation
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```
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## Handoff Completion Status
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**Transfer Details:**
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- Source Agent: {{source_agent_type}}
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- Target Agent: {{target_agent_type}}
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- Transfer Time: {{transfer_timestamp}}
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- Context Quality Score: {{quality_score}}/10
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**Validation Results:**
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- ✅ Context Completeness: {{completeness_percentage}}%
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- ✅ Information Relevance: {{relevance_percentage}}%
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- ✅ Transfer Integrity: {{integrity_status}}
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- ✅ Agent Readiness: {{readiness_status}}
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**Next Actions:**
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{{recommended_next_actions_for_receiving_agent}}
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```
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## Error Handling
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### Failed Handoff Recovery
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- Identify missing or corrupted context elements
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- Attempt context reconstruction from available sources
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- Escalate to human intervention if critical information is lost
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- Document handoff failures for process improvement
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### Context Validation Failures
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- Re-validate context against target agent requirements
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- Apply additional compression or expansion as needed
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- Retry handoff with corrected context package
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- Log validation failures for analysis
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## Dependencies
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- context-compression utility
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- context-filtering utility
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- context-validation task
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## Configuration
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Uses agent-specific settings from core-config.yaml context_engineering section:
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- Agent type classifications and handoff rules
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- Token limits and compression ratios for different agent types
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- Quality thresholds and validation requirements
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- Performance monitoring and success metrics
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@ -0,0 +1,168 @@
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# Context Optimization Task
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## Purpose
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Optimize context for AI agent performance while maintaining relevance and managing token constraints. This task provides universal context compression and optimization capabilities across all BMAD agents with different strategies for dev vs planning agents.
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## Agent Type Configuration
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- **Dev Agents**: Aggressive optimization (0.9 compression ratio, 2000 token limit, code-focus)
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- **Planning Agents**: Balanced optimization (0.7 compression ratio, 8000 token limit, strategic-focus)
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- **Hybrid Agents**: Adaptive optimization based on current operating mode
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## Procedure
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### 1. Context Assessment
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Analyze current context for optimization opportunities:
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**Token Analysis**
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- Count current token usage across all context elements
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- Identify token distribution by content type (code, documentation, conversation, etc.)
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- Calculate compression potential based on agent type requirements
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**Content Relevance Scoring**
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- Score each context element for relevance to current task (0.0-1.0 scale)
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- Identify redundant or duplicate information
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- Flag outdated or stale context elements
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- Prioritize content based on recency and importance
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**Priority Classification**
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[[LLM: Classify all context content into priority levels based on current task requirements]]
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Priority levels:
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1. **Critical**: Task-essential information (always preserve)
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- Active task requirements and acceptance criteria
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- Current conversation context and user intent
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- Essential technical specifications
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- Critical error states or blockers
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2. **Important**: Supporting context (compress if needed)
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- Background documentation and references
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- Related task history and decisions
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- Supporting technical details
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- Relevant examples and patterns
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3. **Background**: General information (aggressive compression/removal)
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- Historical conversation logs
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- Archived task information
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- General documentation
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- Tangential reference material
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### 2. Agent-Specific Context Optimization
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**For Dev Agents** (target: 0.9 compression ratio, <2000 tokens):
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- **Code-Relevance Filter**: Remove non-code-related content unless directly supporting implementation
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- **Technical Focus**: Preserve technical specifications, API documentation, and coding standards
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- **Implementation Priority**: Keep task requirements, acceptance criteria, and technical constraints
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- **Aggressive Pruning**: Remove planning discussions, strategic context, and non-technical background
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- **Essential Preservation**: Error handling patterns, edge cases, and debugging information
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**For Planning Agents** (target: 0.7 compression ratio, <8000 tokens):
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- **Strategic Context**: Maintain high-level goals, business objectives, and stakeholder requirements
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- **Decision Context**: Preserve decision rationale, trade-offs, and strategic considerations
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- **Collaborative Context**: Keep cross-functional information and team collaboration history
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- **Balanced Compression**: Compress operational details while maintaining strategic overview
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- **Stakeholder Focus**: Preserve user stories, market requirements, and business constraints
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**For Hybrid Agents** (adaptive based on mode):
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- **Mode Detection**: Determine current operating mode (dev vs planning)
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- **Dynamic Optimization**: Apply appropriate strategy based on detected mode
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- **Context Switching**: Prepare for potential mode switches by maintaining minimal cross-mode context
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- **Adaptive Thresholds**: Adjust compression ratios based on current task complexity
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### 3. Content Compression Techniques
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**High-Priority Content** (preserve with minimal compression):
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```
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{{critical_context_elements}}
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```
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**Medium-Priority Content** (apply structured compression):
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[[LLM: Compress medium-priority content while preserving key information and relationships]]
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**Low-Priority Content** (aggressive compression or removal):
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[[LLM: Summarize or remove low-priority content, keeping only essential references]]
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### 4. Quality Validation
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Ensure optimized context maintains task completion capability:
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**Completeness Check**
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- Verify all critical task requirements are preserved
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- Confirm essential context relationships remain intact
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- Validate that compressed content still supports task objectives
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**Coherence Validation**
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- Check for broken references or missing context links
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- Ensure logical flow is maintained after compression
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- Verify cross-references between context elements remain valid
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**Performance Validation**
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- Confirm token count meets agent-specific targets
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- Verify compression ratio achieves target thresholds
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- Validate loading performance meets timing requirements
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### 5. Optimization Execution
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Apply compression strategy based on agent configuration:
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**Token-Based Compression**
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- Remove lowest-priority content first
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- Compress medium-priority content using summarization
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- Preserve high-priority content with minimal changes
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**Relevance-Based Filtering**
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- Filter content based on relevance scores
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- Apply agent-specific relevance thresholds
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- Maintain content that exceeds minimum relevance requirements
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**Structure Preservation**
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- Maintain logical organization of remaining content
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- Preserve important context relationships
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- Keep navigation and reference structure intact
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## Output Format
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### Optimized Context
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```
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{{optimized_context}}
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```
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### Optimization Summary
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```
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## Context Optimization Results
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**Original Metrics:**
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- Token Count: {{original_token_count}}
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- Content Elements: {{original_element_count}}
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- Content Types: {{original_content_types}}
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**Optimized Metrics:**
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- Token Count: {{optimized_token_count}}
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- Compression Ratio: {{compression_ratio}}
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- Elements Preserved: {{preserved_element_count}}
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- Elements Removed: {{removed_element_count}}
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**Agent Configuration:**
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- Agent Type: {{agent_type}}
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- Target Token Limit: {{target_token_limit}}
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- Target Compression Ratio: {{target_compression_ratio}}
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**Content Preserved:**
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- Critical: {{critical_content_categories}}
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- Important: {{important_content_categories}}
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- Background: {{background_content_categories}}
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**Performance Impact:**
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- Load Time: {{estimated_load_time}}
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- Memory Usage: {{estimated_memory_usage}}
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- Processing Speed: {{estimated_processing_speed}}
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||||
```
|
||||
|
||||
## Dependencies
|
||||
- context-compression utility
|
||||
- context-filtering utility
|
||||
|
||||
## Configuration
|
||||
Uses agent-specific settings from core-config.yaml context_engineering section:
|
||||
- Token limits and compression ratios
|
||||
- Enabled utilities and filtering thresholds
|
||||
- Performance monitoring and quality targets
|
||||
|
|
@ -0,0 +1,288 @@
|
|||
# Context Validation Task
|
||||
|
||||
## Purpose
|
||||
Ensure context security, quality, and compliance across all BMAD agents. This task provides comprehensive validation of context content, access controls, and quality assurance to maintain system integrity and performance standards.
|
||||
|
||||
## Validation Categories
|
||||
|
||||
### Security Validation
|
||||
- Input sanitization and content safety
|
||||
- Access control and permission verification
|
||||
- Sensitive information detection and protection
|
||||
- Malicious content identification and blocking
|
||||
|
||||
### Quality Validation
|
||||
- Content accuracy and relevance assessment
|
||||
- Information freshness and currency validation
|
||||
- Context completeness and coherence verification
|
||||
- Performance impact evaluation
|
||||
|
||||
### Compliance Validation
|
||||
- BMad Method compliance verification
|
||||
- Agent-specific requirement adherence
|
||||
- Configuration standard conformance
|
||||
- Documentation and markup validation
|
||||
|
||||
## Procedure
|
||||
|
||||
### 1. Security Validation
|
||||
|
||||
**Input Sanitization**
|
||||
[[LLM: Examine all context content for potential security risks, malicious inputs, or inappropriate content]]
|
||||
|
||||
**Security Checks**
|
||||
- Scan for injection attempts (SQL, script, command injection)
|
||||
- Detect potentially malicious URLs or file references
|
||||
- Identify suspicious patterns or attack vectors
|
||||
- Validate file path references and access permissions
|
||||
|
||||
**Sensitive Information Detection**
|
||||
- Scan for personally identifiable information (PII)
|
||||
- Detect API keys, passwords, or authentication tokens
|
||||
- Identify confidential business information
|
||||
- Flag proprietary or sensitive technical data
|
||||
|
||||
**Content Safety Assessment**
|
||||
- Evaluate content appropriateness and professionalism
|
||||
- Check for harmful, offensive, or inappropriate material
|
||||
- Verify compliance with organizational content policies
|
||||
- Ensure context maintains professional standards
|
||||
|
||||
**Security Risk Classification**
|
||||
```
|
||||
Risk Level Assessment:
|
||||
- 🟢 LOW: Safe content, no security concerns identified
|
||||
- 🟡 MEDIUM: Minor concerns, warnings issued, content flagged
|
||||
- 🔴 HIGH: Security risk detected, content blocked or sanitized
|
||||
- ⚫ CRITICAL: Severe security threat, immediate intervention required
|
||||
```
|
||||
|
||||
### 2. Quality Validation
|
||||
|
||||
**Content Accuracy Assessment**
|
||||
[[LLM: Evaluate the accuracy and reliability of context information against known standards and requirements]]
|
||||
|
||||
**Accuracy Checks**
|
||||
- Verify factual information against authoritative sources
|
||||
- Cross-reference technical specifications and requirements
|
||||
- Validate code examples and implementation details
|
||||
- Confirm business logic and process accuracy
|
||||
|
||||
**Relevance Analysis**
|
||||
- Assess content relevance to current tasks and objectives
|
||||
- Evaluate information currency and freshness
|
||||
- Identify outdated or stale context elements
|
||||
- Score content utility for target agent types
|
||||
|
||||
**Completeness Verification**
|
||||
- Check for missing critical information
|
||||
- Verify all required context elements are present
|
||||
- Identify gaps in information or broken references
|
||||
- Ensure context supports successful task completion
|
||||
|
||||
**Coherence Validation**
|
||||
- Verify logical flow and consistency of information
|
||||
- Check for contradictory or conflicting content
|
||||
- Ensure context relationships remain intact
|
||||
- Validate cross-references and dependencies
|
||||
|
||||
**Quality Scoring Matrix**
|
||||
```
|
||||
Quality Dimensions (0-10 scale):
|
||||
- Accuracy: {{accuracy_score}}/10
|
||||
- Relevance: {{relevance_score}}/10
|
||||
- Completeness: {{completeness_score}}/10
|
||||
- Coherence: {{coherence_score}}/10
|
||||
- Freshness: {{freshness_score}}/10
|
||||
|
||||
Overall Quality Score: {{overall_quality_score}}/10
|
||||
```
|
||||
|
||||
### 3. BMad Method Compliance Validation
|
||||
|
||||
**Agent Type Compliance**
|
||||
- Verify context adheres to agent-specific requirements
|
||||
- Check token limits and compression ratios
|
||||
- Validate dependency constraints and limitations
|
||||
- Ensure agent capability alignment
|
||||
|
||||
**Dev Agent Compliance** (Lean Requirements):
|
||||
- Token count ≤ 2000 tokens
|
||||
- Code relevance ≥ 95%
|
||||
- Non-essential context minimized
|
||||
- Technical focus maintained
|
||||
|
||||
**Planning Agent Compliance** (Rich Context):
|
||||
- Token count ≤ 8000 tokens
|
||||
- Strategic context preserved
|
||||
- Cross-functional information maintained
|
||||
- Stakeholder context included
|
||||
|
||||
**Template and Markup Compliance**
|
||||
- Verify proper `{{placeholder}}` usage
|
||||
- Validate `[[LLM:]]` instruction formatting
|
||||
- Check markdown structure and formatting
|
||||
- Ensure template pattern adherence
|
||||
|
||||
**File and Structure Compliance**
|
||||
- Validate file size limits (<50KB)
|
||||
- Check dynamic loading compatibility
|
||||
- Verify dependency declarations
|
||||
- Ensure modular organization
|
||||
|
||||
### 4. Performance Impact Validation
|
||||
|
||||
**Resource Usage Assessment**
|
||||
- Estimate memory consumption impact
|
||||
- Calculate processing time requirements
|
||||
- Evaluate loading performance implications
|
||||
- Assess scalability and efficiency
|
||||
|
||||
**Performance Metrics**
|
||||
```
|
||||
Performance Impact Analysis:
|
||||
- Memory Usage: {{estimated_memory_mb}} MB
|
||||
- Load Time: {{estimated_load_time_ms}} ms
|
||||
- Processing Speed: {{processing_speed_rating}}/10
|
||||
- Scalability Impact: {{scalability_impact_rating}}/10
|
||||
```
|
||||
|
||||
**Optimization Recommendations**
|
||||
[[LLM: Based on performance analysis, suggest specific optimizations to improve context efficiency]]
|
||||
|
||||
### 5. Access Control and Permissions
|
||||
|
||||
**Permission Verification**
|
||||
- Validate user access rights to context information
|
||||
- Check agent authorization for specific content types
|
||||
- Verify cross-agent sharing permissions
|
||||
- Ensure appropriate content visibility
|
||||
|
||||
**Access Control Matrix**
|
||||
```
|
||||
Access Control Validation:
|
||||
- User Permissions: {{user_access_level}}
|
||||
- Agent Authorization: {{agent_access_rights}}
|
||||
- Content Classification: {{content_sensitivity_level}}
|
||||
- Sharing Restrictions: {{sharing_limitations}}
|
||||
```
|
||||
|
||||
**Audit Trail Requirements**
|
||||
- Log all context access and modifications
|
||||
- Track validation decisions and outcomes
|
||||
- Record security incidents and responses
|
||||
- Maintain compliance audit information
|
||||
|
||||
### 6. Validation Execution and Reporting
|
||||
|
||||
**Validation Workflow**
|
||||
1. Execute security validation checks
|
||||
2. Perform quality assessment analysis
|
||||
3. Verify BMad Method compliance
|
||||
4. Assess performance impact
|
||||
5. Validate access controls
|
||||
6. Generate validation report
|
||||
|
||||
**Error Handling and Remediation**
|
||||
- Identify validation failures and issues
|
||||
- Propose remediation strategies
|
||||
- Execute automated fixes where possible
|
||||
- Escalate critical issues requiring intervention
|
||||
|
||||
## Output Format
|
||||
|
||||
### Validation Report
|
||||
```
|
||||
# Context Validation Report
|
||||
|
||||
## Validation Summary
|
||||
**Validation Date:** {{validation_timestamp}}
|
||||
**Context Source:** {{context_source}}
|
||||
**Agent Type:** {{target_agent_type}}
|
||||
**Overall Status:** {{validation_status}}
|
||||
|
||||
## Security Validation Results
|
||||
**Security Risk Level:** {{security_risk_level}}
|
||||
**Threats Detected:** {{security_threats_count}}
|
||||
**Sensitive Data Found:** {{sensitive_data_findings}}
|
||||
**Remediation Actions:** {{security_remediation_actions}}
|
||||
|
||||
## Quality Assessment Results
|
||||
**Overall Quality Score:** {{overall_quality_score}}/10
|
||||
**Accuracy:** {{accuracy_score}}/10
|
||||
**Relevance:** {{relevance_score}}/10
|
||||
**Completeness:** {{completeness_score}}/10
|
||||
**Coherence:** {{coherence_score}}/10
|
||||
**Freshness:** {{freshness_score}}/10
|
||||
|
||||
## Compliance Validation Results
|
||||
**BMad Method Compliance:** {{bmad_compliance_status}}
|
||||
**Agent Type Compliance:** {{agent_compliance_status}}
|
||||
**Token Count:** {{token_count}}/{{token_limit}}
|
||||
**File Size:** {{file_size}}/50KB
|
||||
**Template Compliance:** {{template_compliance_status}}
|
||||
|
||||
## Performance Impact Assessment
|
||||
**Memory Usage:** {{memory_usage_mb}} MB
|
||||
**Load Time:** {{load_time_ms}} ms
|
||||
**Processing Speed:** {{processing_speed_rating}}/10
|
||||
**Optimization Score:** {{optimization_score}}/10
|
||||
|
||||
## Access Control Verification
|
||||
**Permission Level:** {{permission_level}}
|
||||
**Access Restrictions:** {{access_restrictions}}
|
||||
**Audit Compliance:** {{audit_compliance_status}}
|
||||
|
||||
## Recommendations
|
||||
{{validation_recommendations}}
|
||||
|
||||
## Action Items
|
||||
{{required_action_items}}
|
||||
```
|
||||
|
||||
### Validation Decision Matrix
|
||||
```
|
||||
## Validation Decision: {{validation_decision}}
|
||||
|
||||
✅ **APPROVED** - Context meets all validation criteria
|
||||
⚠️ **APPROVED WITH CONDITIONS** - Minor issues identified, conditions specified
|
||||
❌ **REJECTED** - Critical issues require resolution before approval
|
||||
🔄 **REQUIRES REVALIDATION** - Changes made, revalidation needed
|
||||
|
||||
**Justification:** {{validation_justification}}
|
||||
**Conditions/Requirements:** {{validation_conditions}}
|
||||
**Next Steps:** {{next_validation_steps}}
|
||||
```
|
||||
|
||||
## Error Handling
|
||||
|
||||
### Critical Validation Failures
|
||||
- Block context usage until issues resolved
|
||||
- Alert system administrators of security risks
|
||||
- Log all critical failures for analysis
|
||||
- Initiate incident response procedures
|
||||
|
||||
### Warning-Level Issues
|
||||
- Allow context usage with monitoring
|
||||
- Flag issues for future remediation
|
||||
- Track warning trends and patterns
|
||||
- Schedule regular review and cleanup
|
||||
|
||||
### Validation Process Failures
|
||||
- Retry validation with alternative methods
|
||||
- Escalate to human review when automated validation fails
|
||||
- Document process improvements needed
|
||||
- Maintain system reliability and availability
|
||||
|
||||
## Dependencies
|
||||
- context-compression utility
|
||||
- context-filtering utility
|
||||
|
||||
## Configuration
|
||||
Uses settings from core-config.yaml context_engineering section:
|
||||
- Security validation thresholds and policies
|
||||
- Quality standards and acceptance criteria
|
||||
- Compliance requirements and standards
|
||||
- Performance limits and optimization targets
|
||||
- Access control rules and permissions
|
||||
- Audit logging requirements and retention policies
|
||||
|
|
@ -0,0 +1,249 @@
|
|||
# Context Compression Utility
|
||||
|
||||
## Purpose
|
||||
Provide lean utility for token optimization and relevance filtering across all BMAD agents. This utility enables efficient context management by reducing token usage while preserving essential information based on agent-specific requirements.
|
||||
|
||||
## Compression Strategies
|
||||
|
||||
### Agent-Specific Compression Ratios
|
||||
- **Dev Agents**: 0.9 compression ratio (aggressive optimization)
|
||||
- **Planning Agents**: 0.7 compression ratio (balanced optimization)
|
||||
- **Hybrid Agents**: Adaptive compression based on current mode
|
||||
|
||||
### Compression Techniques
|
||||
|
||||
#### Token-Level Optimization
|
||||
- Remove redundant whitespace and formatting
|
||||
- Eliminate unnecessary punctuation and filler words
|
||||
- Compress verbose explanations to essential points
|
||||
- Optimize sentence structure for clarity and brevity
|
||||
|
||||
#### Content-Level Compression
|
||||
- Summarize lengthy descriptions and explanations
|
||||
- Remove duplicate or repetitive information
|
||||
- Consolidate related concepts and ideas
|
||||
- Extract key points from verbose content
|
||||
|
||||
#### Structural Optimization
|
||||
- Flatten nested information hierarchies
|
||||
- Combine related sections and topics
|
||||
- Remove empty or low-value content blocks
|
||||
- Optimize markdown structure for efficiency
|
||||
|
||||
## Compression Procedures
|
||||
|
||||
### 1. Pre-Compression Analysis
|
||||
|
||||
**Content Assessment**
|
||||
[[LLM: Analyze content structure, token distribution, and compression opportunities]]
|
||||
|
||||
**Token Distribution Analysis**
|
||||
- Identify high-token content areas
|
||||
- Calculate compression potential by section
|
||||
- Assess information density and value
|
||||
- Determine optimal compression targets
|
||||
|
||||
**Content Categorization**
|
||||
```
|
||||
Content Classification:
|
||||
- Essential (preserve): {{essential_content_percentage}}%
|
||||
- Important (compress): {{important_content_percentage}}%
|
||||
- Supplementary (aggressive compression): {{supplementary_content_percentage}}%
|
||||
- Removable (eliminate): {{removable_content_percentage}}%
|
||||
```
|
||||
|
||||
### 2. Agent-Specific Compression
|
||||
|
||||
**For Dev Agents** (0.9 compression ratio):
|
||||
|
||||
**Aggressive Technical Compression**
|
||||
- Remove non-technical explanations and context
|
||||
- Compress verbose documentation to bullet points
|
||||
- Eliminate planning discussions and business context
|
||||
- Focus on actionable technical information only
|
||||
|
||||
**Code-Focused Optimization**
|
||||
- Preserve code examples and technical specifications
|
||||
- Remove explanatory text around code snippets
|
||||
- Compress error descriptions to essential details
|
||||
- Maintain technical accuracy while reducing verbosity
|
||||
|
||||
**Implementation-Centric Filtering**
|
||||
- Keep task requirements and acceptance criteria
|
||||
- Remove strategic discussions and background context
|
||||
- Preserve debugging information and edge cases
|
||||
- Eliminate stakeholder and business information
|
||||
|
||||
**For Planning Agents** (0.7 compression ratio):
|
||||
|
||||
**Strategic Context Preservation**
|
||||
- Maintain high-level goals and business objectives
|
||||
- Preserve stakeholder requirements and constraints
|
||||
- Keep decision rationale and strategic context
|
||||
- Compress operational details while maintaining strategic view
|
||||
|
||||
**Collaborative Information Compression**
|
||||
- Summarize cross-functional collaboration details
|
||||
- Compress meeting notes to key decisions and outcomes
|
||||
- Preserve important stakeholder communications
|
||||
- Maintain project status and milestone information
|
||||
|
||||
**Balanced Technical Compression**
|
||||
- Compress technical details to strategic implications
|
||||
- Remove low-level implementation specifics
|
||||
- Preserve architecture decisions and technical constraints
|
||||
- Maintain technical context relevant to planning decisions
|
||||
|
||||
### 3. Compression Execution
|
||||
|
||||
**Structured Compression Process**
|
||||
1. Identify content blocks for compression
|
||||
2. Apply agent-specific compression rules
|
||||
3. Validate information preservation
|
||||
4. Optimize token efficiency
|
||||
5. Verify compression ratio targets
|
||||
|
||||
**Content Transformation Rules**
|
||||
```
|
||||
Compression Transformations:
|
||||
- Long paragraphs → Bullet points
|
||||
- Verbose explanations → Key concepts
|
||||
- Detailed examples → Essential patterns
|
||||
- Historical context → Current relevance
|
||||
- Redundant information → Single reference
|
||||
```
|
||||
|
||||
### 4. Quality Preservation
|
||||
|
||||
**Information Integrity Checks**
|
||||
- Verify essential information is preserved
|
||||
- Confirm no critical details are lost
|
||||
- Validate relationships between concepts remain intact
|
||||
- Ensure compressed content maintains accuracy
|
||||
|
||||
**Compression Quality Metrics**
|
||||
```
|
||||
Quality Assessment:
|
||||
- Information Completeness: {{completeness_score}}/10
|
||||
- Accuracy Preservation: {{accuracy_score}}/10
|
||||
- Readability Maintenance: {{readability_score}}/10
|
||||
- Token Efficiency: {{efficiency_score}}/10
|
||||
```
|
||||
|
||||
**Rollback Procedures**
|
||||
- Identify compression failures or quality issues
|
||||
- Restore original content when compression degrades quality
|
||||
- Apply alternative compression strategies
|
||||
- Maintain compression quality standards
|
||||
|
||||
## Utility Functions
|
||||
|
||||
### Adaptive Compression
|
||||
```
|
||||
compress_for_agent_type(content, agent_type, target_ratio):
|
||||
- Apply agent-specific compression rules
|
||||
- Target specified compression ratio
|
||||
- Preserve agent-relevant information
|
||||
- Return optimized content within token limits
|
||||
```
|
||||
|
||||
### Token Optimization
|
||||
```
|
||||
optimize_token_usage(content, token_limit):
|
||||
- Analyze current token usage
|
||||
- Apply progressive compression techniques
|
||||
- Maintain information quality
|
||||
- Achieve target token count
|
||||
```
|
||||
|
||||
### Content Summarization
|
||||
```
|
||||
summarize_content(content, summary_ratio):
|
||||
- Extract key concepts and ideas
|
||||
- Preserve essential information
|
||||
- Maintain logical flow and structure
|
||||
- Achieve target summary length
|
||||
```
|
||||
|
||||
### Relevance Filtering
|
||||
```
|
||||
filter_by_relevance(content, relevance_threshold, agent_type):
|
||||
- Score content relevance for agent type
|
||||
- Remove content below threshold
|
||||
- Preserve highly relevant information
|
||||
- Optimize for agent-specific needs
|
||||
```
|
||||
|
||||
## Output Format
|
||||
|
||||
### Compression Results
|
||||
```
|
||||
## Content Compression Results
|
||||
|
||||
**Original Content:**
|
||||
- Token Count: {{original_token_count}}
|
||||
- Content Blocks: {{original_block_count}}
|
||||
- Word Count: {{original_word_count}}
|
||||
|
||||
**Compressed Content:**
|
||||
- Token Count: {{compressed_token_count}}
|
||||
- Compression Ratio: {{compression_ratio}}
|
||||
- Space Saved: {{space_saved_percentage}}%
|
||||
- Quality Score: {{quality_score}}/10
|
||||
|
||||
**Compression Summary:**
|
||||
- Blocks Compressed: {{compressed_blocks}}
|
||||
- Blocks Removed: {{removed_blocks}}
|
||||
- Information Preserved: {{preservation_percentage}}%
|
||||
- Agent Optimization: {{agent_type}} focused
|
||||
```
|
||||
|
||||
### Compressed Content
|
||||
```
|
||||
{{compressed_content}}
|
||||
```
|
||||
|
||||
## Performance Monitoring
|
||||
|
||||
### Compression Metrics
|
||||
- Compression ratio achievement vs. target
|
||||
- Token reduction efficiency
|
||||
- Information preservation quality
|
||||
- Processing time and performance impact
|
||||
|
||||
### Quality Indicators
|
||||
- Content accuracy maintenance
|
||||
- Information completeness scores
|
||||
- User satisfaction with compressed content
|
||||
- Agent performance with compressed context
|
||||
|
||||
### Optimization Tracking
|
||||
- Compression algorithm effectiveness
|
||||
- Agent-specific compression success rates
|
||||
- Quality degradation incidents
|
||||
- Performance improvement opportunities
|
||||
|
||||
## Configuration
|
||||
|
||||
### Agent-Specific Settings
|
||||
```yaml
|
||||
compression_settings:
|
||||
dev_agents:
|
||||
target_ratio: 0.9
|
||||
focus: technical_content
|
||||
preserve: code_and_specs
|
||||
remove: planning_context
|
||||
|
||||
planning_agents:
|
||||
target_ratio: 0.7
|
||||
focus: strategic_content
|
||||
preserve: business_context
|
||||
remove: implementation_details
|
||||
|
||||
quality_thresholds:
|
||||
minimum_accuracy: 0.95
|
||||
minimum_completeness: 0.90
|
||||
minimum_readability: 0.85
|
||||
```
|
||||
|
||||
Uses configuration from core-config.yaml context_engineering section for agent-specific compression settings and quality standards.
|
||||
|
|
@ -0,0 +1,304 @@
|
|||
# Context Filtering Utility
|
||||
|
||||
## Purpose
|
||||
Provide relevance-based content filtering across all BMAD agents. This utility enables intelligent content selection by scoring and filtering context elements based on relevance, priority, and agent-specific requirements.
|
||||
|
||||
## Filtering Strategies
|
||||
|
||||
### Agent-Specific Relevance Thresholds
|
||||
- **Dev Agents**: 0.95 relevance threshold (code-focused filtering)
|
||||
- **Planning Agents**: 0.75 relevance threshold (broad strategic filtering)
|
||||
- **Hybrid Agents**: Adaptive thresholds based on current operating mode
|
||||
|
||||
### Content Scoring Dimensions
|
||||
|
||||
#### Relevance Scoring (0.0-1.0 scale)
|
||||
- Task relevance and direct applicability
|
||||
- Information currency and freshness
|
||||
- Content quality and accuracy
|
||||
- Agent-specific value and utility
|
||||
|
||||
#### Priority Classification
|
||||
- **Critical**: Essential for task completion
|
||||
- **Important**: Supports task objectives
|
||||
- **Useful**: Provides helpful context
|
||||
- **Background**: General information
|
||||
- **Irrelevant**: No value for current context
|
||||
|
||||
## Filtering Procedures
|
||||
|
||||
### 1. Content Analysis and Scoring
|
||||
|
||||
**Relevance Assessment**
|
||||
[[LLM: Analyze each content element for relevance to current task and agent type, scoring from 0.0 to 1.0]]
|
||||
|
||||
**Scoring Criteria by Agent Type**
|
||||
|
||||
**For Dev Agents** (Code-Focused Scoring):
|
||||
- **High Relevance (0.8-1.0)**:
|
||||
- Implementation requirements and specifications
|
||||
- Code examples and technical patterns
|
||||
- Error handling and debugging information
|
||||
- API documentation and integration details
|
||||
|
||||
- **Medium Relevance (0.5-0.7)**:
|
||||
- Architecture decisions affecting implementation
|
||||
- Performance requirements and constraints
|
||||
- Testing requirements and acceptance criteria
|
||||
- Technical dependencies and configurations
|
||||
|
||||
- **Low Relevance (0.0-0.4)**:
|
||||
- Business strategy and market analysis
|
||||
- Stakeholder communications and meetings
|
||||
- Project planning and timeline discussions
|
||||
- Non-technical background information
|
||||
|
||||
**For Planning Agents** (Strategic-Focused Scoring):
|
||||
- **High Relevance (0.8-1.0)**:
|
||||
- Business objectives and strategic goals
|
||||
- Stakeholder requirements and constraints
|
||||
- Market analysis and competitive intelligence
|
||||
- Cross-functional collaboration context
|
||||
|
||||
- **Medium Relevance (0.5-0.7)**:
|
||||
- Technical architecture and system design
|
||||
- Implementation timelines and resource planning
|
||||
- Risk assessment and mitigation strategies
|
||||
- Performance metrics and success criteria
|
||||
|
||||
- **Low Relevance (0.0-0.4)**:
|
||||
- Detailed implementation specifications
|
||||
- Low-level technical debugging information
|
||||
- Code-specific error messages and logs
|
||||
- Granular technical configuration details
|
||||
|
||||
### 2. Priority-Based Filtering
|
||||
|
||||
**Content Categorization**
|
||||
```
|
||||
Priority Distribution:
|
||||
- Critical (must preserve): {{critical_content_count}} items
|
||||
- Important (conditional preserve): {{important_content_count}} items
|
||||
- Useful (compress if needed): {{useful_content_count}} items
|
||||
- Background (aggressive filtering): {{background_content_count}} items
|
||||
- Irrelevant (remove): {{irrelevant_content_count}} items
|
||||
```
|
||||
|
||||
**Filtering Rules by Priority**
|
||||
- **Critical Content**: Always preserve, minimal compression only
|
||||
- **Important Content**: Preserve unless space constraints require compression
|
||||
- **Useful Content**: Include if space permits, apply compression
|
||||
- **Background Content**: Include only if significant space available
|
||||
- **Irrelevant Content**: Remove unless specifically requested
|
||||
|
||||
### 3. Agent-Specific Content Selection
|
||||
|
||||
**Dev Agent Filtering** (Technical Focus):
|
||||
|
||||
**Always Include**:
|
||||
- Task requirements and acceptance criteria
|
||||
- Code examples and implementation patterns
|
||||
- Technical specifications and constraints
|
||||
- Error conditions and debugging information
|
||||
- Dependencies and integration requirements
|
||||
|
||||
**Conditionally Include**:
|
||||
- Architecture decisions affecting implementation
|
||||
- Performance requirements and optimization needs
|
||||
- Testing strategies and quality requirements
|
||||
- Configuration and deployment information
|
||||
|
||||
**Usually Exclude**:
|
||||
- Strategic planning discussions
|
||||
- Stakeholder communication history
|
||||
- Market analysis and business context
|
||||
- High-level project management information
|
||||
|
||||
**Planning Agent Filtering** (Strategic Focus):
|
||||
|
||||
**Always Include**:
|
||||
- Business objectives and strategic goals
|
||||
- Stakeholder requirements and feedback
|
||||
- Market context and competitive analysis
|
||||
- Cross-team collaboration and dependencies
|
||||
- Decision rationale and trade-offs
|
||||
|
||||
**Conditionally Include**:
|
||||
- High-level technical architecture
|
||||
- Resource planning and timeline considerations
|
||||
- Risk assessment and mitigation planning
|
||||
- Success metrics and performance indicators
|
||||
|
||||
**Usually Exclude**:
|
||||
- Detailed implementation specifications
|
||||
- Low-level debugging and error information
|
||||
- Granular technical configuration details
|
||||
- Code-specific troubleshooting information
|
||||
|
||||
### 4. Dynamic Filtering Execution
|
||||
|
||||
**Multi-Pass Filtering Process**
|
||||
1. Initial relevance scoring of all content
|
||||
2. Priority classification based on scores
|
||||
3. Agent-specific filtering rules application
|
||||
4. Space constraint optimization
|
||||
5. Final quality and completeness validation
|
||||
|
||||
**Adaptive Threshold Adjustment**
|
||||
[[LLM: Dynamically adjust filtering thresholds based on content volume and quality requirements]]
|
||||
|
||||
**Content Volume Management**
|
||||
- Monitor total content size against agent limits
|
||||
- Adjust relevance thresholds to meet space constraints
|
||||
- Prioritize higher-quality content when space is limited
|
||||
- Maintain minimum content requirements for task success
|
||||
|
||||
## Filtering Functions
|
||||
|
||||
### Content Scoring
|
||||
```
|
||||
score_content_relevance(content, agent_type, task_context):
|
||||
- Analyze content for agent-specific relevance
|
||||
- Score against current task requirements
|
||||
- Consider information freshness and quality
|
||||
- Return relevance score (0.0-1.0)
|
||||
```
|
||||
|
||||
### Priority Classification
|
||||
```
|
||||
classify_content_priority(content, relevance_score, agent_type):
|
||||
- Determine content priority level
|
||||
- Consider agent-specific importance factors
|
||||
- Apply context-aware classification rules
|
||||
- Return priority classification
|
||||
```
|
||||
|
||||
### Threshold Filtering
|
||||
```
|
||||
filter_by_threshold(content_list, threshold, agent_type):
|
||||
- Apply relevance threshold filtering
|
||||
- Preserve content above threshold
|
||||
- Remove content below threshold
|
||||
- Return filtered content list
|
||||
```
|
||||
|
||||
### Adaptive Selection
|
||||
```
|
||||
adaptive_content_selection(content_list, target_size, agent_type):
|
||||
- Select optimal content mix for agent type
|
||||
- Balance content diversity and relevance
|
||||
- Meet target size constraints
|
||||
- Maximize information value
|
||||
```
|
||||
|
||||
## Quality Assurance
|
||||
|
||||
### Filtering Quality Metrics
|
||||
```
|
||||
Filtering Assessment:
|
||||
- Content Relevance Score: {{average_relevance_score}}/1.0
|
||||
- Information Coverage: {{coverage_percentage}}%
|
||||
- Content Diversity: {{diversity_score}}/10
|
||||
- Agent Optimization: {{agent_optimization_score}}/10
|
||||
```
|
||||
|
||||
### Completeness Validation
|
||||
- Verify essential information is preserved
|
||||
- Check for critical content gaps
|
||||
- Ensure task completion capability
|
||||
- Validate agent-specific requirements
|
||||
|
||||
### Filter Effectiveness Monitoring
|
||||
- Track filtering accuracy and precision
|
||||
- Monitor content quality after filtering
|
||||
- Assess agent performance with filtered content
|
||||
- Identify filtering improvement opportunities
|
||||
|
||||
## Output Format
|
||||
|
||||
### Filtering Results
|
||||
```
|
||||
## Content Filtering Results
|
||||
|
||||
**Original Content Analysis:**
|
||||
- Total Items: {{original_item_count}}
|
||||
- Total Tokens: {{original_token_count}}
|
||||
- Average Relevance: {{original_average_relevance}}/1.0
|
||||
|
||||
**Filtering Configuration:**
|
||||
- Agent Type: {{agent_type}}
|
||||
- Relevance Threshold: {{relevance_threshold}}
|
||||
- Priority Focus: {{priority_focus}}
|
||||
- Space Constraints: {{space_constraints}}
|
||||
|
||||
**Filtered Content:**
|
||||
- Items Preserved: {{preserved_item_count}}
|
||||
- Items Removed: {{removed_item_count}}
|
||||
- Token Reduction: {{token_reduction_percentage}}%
|
||||
- Quality Score: {{filtered_quality_score}}/10
|
||||
|
||||
**Content Distribution:**
|
||||
- Critical: {{critical_items}} items
|
||||
- Important: {{important_items}} items
|
||||
- Useful: {{useful_items}} items
|
||||
- Background: {{background_items}} items
|
||||
```
|
||||
|
||||
### Filtered Content
|
||||
```
|
||||
{{filtered_content}}
|
||||
```
|
||||
|
||||
### Filtering Summary
|
||||
```
|
||||
## Filtering Decision Log
|
||||
|
||||
**High-Value Content Preserved:**
|
||||
{{high_value_content_summary}}
|
||||
|
||||
**Content Removed:**
|
||||
{{removed_content_summary}}
|
||||
|
||||
**Filtering Rationale:**
|
||||
{{filtering_decision_rationale}}
|
||||
|
||||
**Recommendations:**
|
||||
{{content_optimization_recommendations}}
|
||||
```
|
||||
|
||||
## Performance Monitoring
|
||||
|
||||
### Filtering Metrics
|
||||
- Content selection accuracy and precision
|
||||
- Information preservation quality
|
||||
- Processing efficiency and speed
|
||||
- Agent satisfaction with filtered content
|
||||
|
||||
### Optimization Tracking
|
||||
- Filter rule effectiveness
|
||||
- Threshold optimization opportunities
|
||||
- Content quality improvement areas
|
||||
- Agent-specific filtering success rates
|
||||
|
||||
## Configuration
|
||||
|
||||
### Agent-Specific Filter Settings
|
||||
```yaml
|
||||
filtering_settings:
|
||||
dev_agents:
|
||||
relevance_threshold: 0.95
|
||||
focus_areas: [technical, implementation, code]
|
||||
exclude_categories: [business, strategic, planning]
|
||||
|
||||
planning_agents:
|
||||
relevance_threshold: 0.75
|
||||
focus_areas: [strategic, business, stakeholder]
|
||||
exclude_categories: [technical_details, debugging, code_specific]
|
||||
|
||||
quality_requirements:
|
||||
minimum_coverage: 0.90
|
||||
minimum_diversity: 0.80
|
||||
maximum_removal_rate: 0.50
|
||||
```
|
||||
|
||||
Uses configuration from core-config.yaml context_engineering section for agent-specific filtering thresholds and quality requirements.
|
||||
|
|
@ -5,15 +5,16 @@
|
|||
**Project**: BMAD Context Engineering Enhancement
|
||||
**Start Date**: January 2025
|
||||
**Target Completion**: January 2025 (12 days)
|
||||
**Current Phase**: 📋 Planning ✅ Complete → 🏗️ Phase 1 Foundation Ready to Start
|
||||
**Overall Progress**: 0% Implementation Started
|
||||
**Codebase Analysis**: ✅ Complete - Ready for execution
|
||||
**Current Phase**: 📋 Planning ✅ Complete → 🏗️ Phase 1 Foundation ✅ Complete → 🚀 Phase 2 Agent Enhancement Ready
|
||||
**Overall Progress**: 25% Phase 1 Complete
|
||||
**Codebase Analysis**: ✅ Complete - Foundation Implemented
|
||||
|
||||
---
|
||||
|
||||
## 🚀 IMMEDIATE NEXT ACTIONS (Ready to Execute)
|
||||
|
||||
### 🔥 **Phase 1.1: Core Configuration Enhancement** (Start Today)
|
||||
|
||||
**Priority**: CRITICAL ⚡
|
||||
**Estimated Time**: 2-3 hours
|
||||
**Dependencies**: None
|
||||
|
|
@ -21,29 +22,35 @@
|
|||
**Commit Strategy**: Local commits only, no push until creator approval
|
||||
|
||||
#### Current Development Setup ✅
|
||||
|
||||
- **Development Branch**: ✅ Already checked out (user confirmed)
|
||||
- **Commit Permission**: ✅ Can commit locally
|
||||
- **Push Restriction**: 🔒 Requires creator discussion/approval (public repo)
|
||||
- **Strategy**: Implement fully, document thoroughly, prepare for creator review
|
||||
|
||||
#### Ready-to-Execute Tasks:
|
||||
|
||||
1. **[ ] Backup current core-config.yaml** ✅ READY
|
||||
|
||||
```bash
|
||||
cp bmad-core/core-config.yaml bmad-core/core-config.yaml.backup
|
||||
```
|
||||
|
||||
2. **[ ] Add context_engineering section to core-config.yaml** ✅ READY
|
||||
|
||||
- Target location: After existing workflow section
|
||||
- Size increase: +40 lines (estimated)
|
||||
- Content: Full specification available in file-modifications-guide.md
|
||||
|
||||
3. **[ ] Validate configuration syntax** ✅ READY
|
||||
|
||||
```bash
|
||||
# Test YAML syntax validity
|
||||
python -c "import yaml; yaml.safe_load(open('bmad-core/core-config.yaml'))"
|
||||
```
|
||||
|
||||
4. **[ ] Commit Phase 1.1 completion** ✅ READY
|
||||
|
||||
```bash
|
||||
git add bmad-core/core-config.yaml bmad-core/core-config.yaml.backup
|
||||
git commit -m "feat: Add context engineering configuration to core-config.yaml
|
||||
|
|
@ -64,9 +71,11 @@
|
|||
- Document any issues for creator discussion
|
||||
|
||||
### 📝 **Creator Discussion Preparation**
|
||||
|
||||
After Phase 1.1 completion, prepare comprehensive documentation for creator review:
|
||||
|
||||
**[ ] Create implementation summary for creator** ✅ READY
|
||||
|
||||
- [ ] Document all changes made
|
||||
- [ ] Show backward compatibility testing results
|
||||
- [ ] Present next phase plans
|
||||
|
|
@ -74,6 +83,7 @@ After Phase 1.1 completion, prepare comprehensive documentation for creator revi
|
|||
- [ ] Prepare demo of enhanced functionality
|
||||
|
||||
**[ ] Package implementation for review** ✅ READY
|
||||
|
||||
- [ ] Local commits with clear documentation
|
||||
- [ ] Testing results and validation
|
||||
- [ ] Impact assessment on existing functionality
|
||||
|
|
@ -81,6 +91,7 @@ After Phase 1.1 completion, prepare comprehensive documentation for creator revi
|
|||
- [ ] **Creator review package**: Complete document created (`creator-review-package.md`)
|
||||
|
||||
**[ ] Prepare creator discussion materials** ✅ READY
|
||||
|
||||
- [ ] Technical implementation overview
|
||||
- [ ] BMad Method compliance verification
|
||||
- [ ] Risk assessment and mitigation strategy
|
||||
|
|
@ -89,114 +100,126 @@ After Phase 1.1 completion, prepare comprehensive documentation for creator revi
|
|||
|
||||
---
|
||||
|
||||
## 📋 Phase 1: Foundation (Days 1-4) - Status: 🔄 Ready to Start
|
||||
## 📋 Phase 1: Foundation (Days 1-4) - Status: ✅ COMPLETE
|
||||
|
||||
### 1.1 Core Configuration Enhancement ⚡ READY
|
||||
**Current Status**: ✅ Analyzed, 📋 Planned, 🚀 Ready to Execute
|
||||
### 1.1 Core Configuration Enhancement ✅ COMPLETE
|
||||
|
||||
**Current Status**: ✅ Analyzed, ✅ Planned, ✅ Executed and Validated
|
||||
**Blocker Status**: None
|
||||
**File**: `bmad-core/core-config.yaml` (Current: 26 lines → Target: ~66 lines)
|
||||
**File**: `bmad-core/core-config.yaml` (Enhanced: 26 lines → 68 lines)
|
||||
|
||||
**Implementation Checklist**:
|
||||
- [ ] **Create development branch** (5 minutes)
|
||||
- [ ] **Backup current configuration** (2 minutes)
|
||||
- [ ] **Add context_engineering section** (30 minutes)
|
||||
- [ ] Universal settings block
|
||||
- [ ] Agent type classifications (dev vs planning)
|
||||
- [ ] Token limits and compression ratios
|
||||
- [ ] Enabled utilities per agent type
|
||||
- [ ] Performance monitoring configuration
|
||||
- [ ] **Validate YAML syntax** (5 minutes)
|
||||
- [ ] **Test configuration loading** (15 minutes)
|
||||
- [ ] **Verify backward compatibility** (30 minutes)
|
||||
|
||||
**Phase 1.1 Completion**: ⏸️ 0% → Target: 100% today
|
||||
- [x] **Create development branch** ✅ (Already on development branch)
|
||||
- [x] **Backup current configuration** ✅ (Created .backup file)
|
||||
- [x] **Add context_engineering section** ✅ (42 lines added)
|
||||
- [x] Universal settings block ✅
|
||||
- [x] Agent type classifications (dev vs planning) ✅
|
||||
- [x] Token limits and compression ratios ✅
|
||||
- [x] Enabled utilities per agent type ✅
|
||||
- [x] Performance monitoring configuration ✅
|
||||
- [x] **Validate YAML syntax** ✅ (Passed npm run validate)
|
||||
- [x] **Test configuration loading** ✅ (All agents validated)
|
||||
- [x] **Verify backward compatibility** ✅ (No breaking changes)
|
||||
|
||||
### 1.2 Universal Context Tasks Creation ⚡ READY
|
||||
**Dependencies**: 1.1 Complete
|
||||
**File Count**: 3 new files
|
||||
**Total Estimated Lines**: ~470 lines across 3 files
|
||||
**Phase 1.1 Completion**: ✅ 100% COMPLETE
|
||||
|
||||
### 1.2 Universal Context Tasks Creation ✅ COMPLETE
|
||||
|
||||
**Dependencies**: 1.1 Complete ✅
|
||||
**File Count**: 3 new files ✅ Created
|
||||
**Total Actual Lines**: ~470 lines across 3 files (as estimated)
|
||||
|
||||
#### Task Files to Create:
|
||||
|
||||
**[ ] context-optimization.md** (Priority: HIGH)
|
||||
**[x] context-optimization.md** ✅ COMPLETE
|
||||
|
||||
- **Purpose**: Universal context compression and optimization
|
||||
- **Target**: All agents (with different parameters)
|
||||
- **Size**: ~150 lines
|
||||
- **Location**: `bmad-core/tasks/context-optimization.md`
|
||||
- **Content Status**: ✅ Specification complete in file-modifications-guide.md
|
||||
- **Ready to Create**: YES
|
||||
- **Size**: 6.4K (~160 lines) ✅ Created
|
||||
- **Location**: `bmad-core/tasks/context-optimization.md` ✅
|
||||
- **Content Status**: ✅ Implemented with full specification
|
||||
|
||||
**[x] context-handoff.md** ✅ COMPLETE
|
||||
|
||||
**[ ] context-handoff.md** (Priority: HIGH)
|
||||
- **Purpose**: Cross-agent context transfer
|
||||
- **Target**: All agents
|
||||
- **Size**: ~200 lines
|
||||
- **Location**: `bmad-core/tasks/context-handoff.md`
|
||||
- **Content Status**: ✅ Specification complete in file-modifications-guide.md
|
||||
- **Ready to Create**: YES
|
||||
- **Size**: 8.5K (~200 lines) ✅ Created
|
||||
- **Location**: `bmad-core/tasks/context-handoff.md` ✅
|
||||
- **Content Status**: ✅ Implemented with full specification
|
||||
|
||||
**[x] context-validation.md** ✅ COMPLETE
|
||||
|
||||
**[ ] context-validation.md** (Priority: HIGH)
|
||||
- **Purpose**: Security and quality validation
|
||||
- **Target**: All agents
|
||||
- **Size**: ~120 lines
|
||||
- **Location**: `bmad-core/tasks/context-validation.md`
|
||||
- **Content Status**: ✅ Specification complete in file-modifications-guide.md
|
||||
- **Ready to Create**: YES
|
||||
- **Size**: 9.2K (~230 lines) ✅ Created
|
||||
- **Location**: `bmad-core/tasks/context-validation.md` ✅
|
||||
- **Content Status**: ✅ Implemented with full specification
|
||||
|
||||
**Implementation Strategy**:
|
||||
|
||||
1. Create all 3 files in sequence
|
||||
2. Follow BMad markup patterns: `{{placeholders}}` and `[[LLM:]]`
|
||||
3. Include proper dependency declarations
|
||||
4. Test file loading with existing agent structure
|
||||
|
||||
**Phase 1.2 Completion**: ⏸️ 0% - Target: Complete after 1.1
|
||||
**Phase 1.2 Completion**: ✅ 100% COMPLETE
|
||||
|
||||
### 1.3 Universal Context Utilities Creation ⚡ READY
|
||||
**Dependencies**: 1.2 Complete
|
||||
**File Count**: 2 new files
|
||||
**Total Estimated Lines**: ~200 lines across 2 files
|
||||
### 1.3 Universal Context Utilities Creation ✅ COMPLETE
|
||||
|
||||
**Dependencies**: 1.2 Complete ✅
|
||||
**File Count**: 2 new files ✅ Created
|
||||
**Total Actual Lines**: ~330 lines across 2 files (exceeded estimate)
|
||||
|
||||
#### Utility Files to Create:
|
||||
|
||||
**[ ] context-compression.md** (Priority: HIGH)
|
||||
**[x] context-compression.md** ✅ COMPLETE
|
||||
|
||||
- **Purpose**: Lean utility for token optimization
|
||||
- **Target**: All agents
|
||||
- **Size**: ~100 lines
|
||||
- **Location**: `bmad-core/utils/context-compression.md`
|
||||
- **Content Status**: ✅ Specification complete in file-modifications-guide.md
|
||||
- **Size**: 7.4K (~185 lines) ✅ Created
|
||||
- **Location**: `bmad-core/utils/context-compression.md` ✅
|
||||
- **Content Status**: ✅ Implemented with full specification
|
||||
|
||||
**[x] context-filtering.md** ✅ COMPLETE
|
||||
|
||||
**[ ] context-filtering.md** (Priority: HIGH)
|
||||
- **Purpose**: Relevance-based content filtering
|
||||
- **Target**: All agents
|
||||
- **Size**: ~100 lines
|
||||
- **Location**: `bmad-core/utils/context-filtering.md`
|
||||
- **Content Status**: ✅ Specification complete in file-modifications-guide.md
|
||||
- **Size**: 9.2K (~230 lines) ✅ Created
|
||||
- **Location**: `bmad-core/utils/context-filtering.md` ✅
|
||||
- **Content Status**: ✅ Implemented with full specification
|
||||
|
||||
**Phase 1.3 Completion**: ⏸️ 0% - Target: Complete after 1.2
|
||||
**Phase 1.3 Completion**: ✅ 100% COMPLETE
|
||||
|
||||
**📊 Phase 1 Overall Progress: 0% → Target: 100% by Day 4**
|
||||
**📊 Phase 1 Overall Progress: ✅ 100% COMPLETE - Foundation Established**
|
||||
|
||||
---
|
||||
|
||||
## 📋 Phase 2: Agent Enhancement (Days 5-9) - Status: 🔄 Planned, Waiting for Phase 1
|
||||
|
||||
### 2.1 Dev Agent Enhancement (Lean Context Focus) ⚡ CRITICAL
|
||||
|
||||
**Current Status**: 📋 Analyzed and Planned
|
||||
**Dependencies**: Phase 1 Complete
|
||||
**File**: `bmad-core/agents/dev.md` (Current: 66 lines → Target: <100 lines)
|
||||
|
||||
#### Current Dev Agent Analysis ✅
|
||||
|
||||
- **Structure**: YAML configuration + persona + dependencies
|
||||
- **Dependencies**: Currently minimal (tasks: execute-checklist, checklists: story-dod-checklist)
|
||||
- **Size**: 66 lines (already lean)
|
||||
- **Enhancement Approach**: Minimal additions only
|
||||
|
||||
#### Ready Implementation Plan:
|
||||
|
||||
**[ ] Analyze current dev.md agent structure** ✅ DONE
|
||||
|
||||
- [x] Reviewed existing capabilities and dependencies
|
||||
- [x] Identified minimal enhancement opportunities
|
||||
- [x] Documented current context usage patterns
|
||||
|
||||
**[ ] Implement lean context enhancements**
|
||||
|
||||
- [ ] Add context-optimization to dependencies.tasks
|
||||
- [ ] Add context-handoff to dependencies.tasks
|
||||
- [ ] Add context-validation to dependencies.tasks
|
||||
|
|
@ -206,6 +229,7 @@ After Phase 1.1 completion, prepare comprehensive documentation for creator revi
|
|||
- [ ] Maintain current lean structure (target: <100 lines total)
|
||||
|
||||
**[ ] Validate dev agent leanness**
|
||||
|
||||
- [ ] Test token limit compliance (2000 tokens)
|
||||
- [ ] Verify compression efficiency (0.9 ratio)
|
||||
- [ ] Check code relevance filtering (>95% threshold)
|
||||
|
|
@ -216,14 +240,18 @@ After Phase 1.1 completion, prepare comprehensive documentation for creator revi
|
|||
### 2.2 Web/Planning Agents Enhancement (Rich Context Focus)
|
||||
|
||||
#### Current Planning Agent Status ✅
|
||||
|
||||
**Analysis Complete** for all agents:
|
||||
|
||||
- **bmad-orchestrator.md**: 141 lines, rich orchestration capabilities
|
||||
- **pm.md**: 62 lines, focused product management
|
||||
- **architect.md**: Ready for technical context enhancement
|
||||
- **po.md, analyst.md, ux-expert.md, qa.md, sm.md**: Ready for role-specific enhancements
|
||||
|
||||
#### Master Orchestrator Enhancement ⚡ HIGH PRIORITY
|
||||
|
||||
**[ ] Enhance bmad-orchestrator.md**
|
||||
|
||||
- [ ] Add context-retrieval to dependencies.tasks
|
||||
- [ ] Add context-memory-management to dependencies.tasks
|
||||
- [ ] Add semantic-search to dependencies.utils
|
||||
|
|
@ -233,7 +261,9 @@ After Phase 1.1 completion, prepare comprehensive documentation for creator revi
|
|||
- [ ] Include quality metrics tracking integration
|
||||
|
||||
#### System Architecture Enhancement
|
||||
|
||||
**[ ] Enhance architect.md**
|
||||
|
||||
- [ ] Add technical context retrieval capabilities
|
||||
- [ ] Implement architecture pattern matching
|
||||
- [ ] Add design decision context management
|
||||
|
|
@ -241,7 +271,9 @@ After Phase 1.1 completion, prepare comprehensive documentation for creator revi
|
|||
- [ ] Enable cross-agent context sharing for technical decisions
|
||||
|
||||
#### Product Management Enhancement
|
||||
|
||||
**[ ] Enhance pm.md**
|
||||
|
||||
- [ ] Add product context management capabilities
|
||||
- [ ] Implement market research integration
|
||||
- [ ] Add user story context tracking
|
||||
|
|
@ -249,31 +281,37 @@ After Phase 1.1 completion, prepare comprehensive documentation for creator revi
|
|||
- [ ] Enable stakeholder context management
|
||||
|
||||
#### Additional Planning Agents Enhancement
|
||||
|
||||
**[ ] Enhance po.md (Product Owner)**
|
||||
|
||||
- [ ] Add backlog context management
|
||||
- [ ] Implement user journey context
|
||||
- [ ] Add acceptance criteria context
|
||||
- [ ] Include stakeholder communication context
|
||||
|
||||
**[ ] Enhance analyst.md (Business Analyst)**
|
||||
|
||||
- [ ] Add business process context
|
||||
- [ ] Implement requirement analysis context
|
||||
- [ ] Add stakeholder analysis context
|
||||
- [ ] Include market analysis context
|
||||
|
||||
**[ ] Enhance ux-expert.md (UX Expert)**
|
||||
|
||||
- [ ] Add user research context
|
||||
- [ ] Implement design pattern context
|
||||
- [ ] Add accessibility context
|
||||
- [ ] Include usability testing context
|
||||
|
||||
**[ ] Enhance qa.md (Quality Assurance)**
|
||||
|
||||
- [ ] Add test strategy context
|
||||
- [ ] Implement defect analysis context
|
||||
- [ ] Add quality metrics context
|
||||
- [ ] Include compliance testing context
|
||||
|
||||
**[ ] Enhance sm.md (Scrum Master)**
|
||||
|
||||
- [ ] Add team dynamics context
|
||||
- [ ] Implement process improvement context
|
||||
- [ ] Add ceremony facilitation context
|
||||
|
|
@ -282,10 +320,12 @@ After Phase 1.1 completion, prepare comprehensive documentation for creator revi
|
|||
**Phase 2.2 Completion**: ⏸️ 0% - Dependencies: Phase 1 Complete
|
||||
|
||||
### 2.3 Context Templates Creation
|
||||
|
||||
**Dependencies**: 2.1 & 2.2 Complete
|
||||
**File Count**: 2 new files
|
||||
|
||||
**[ ] Create context-handoff-tmpl.md**
|
||||
|
||||
- [ ] Define handoff template structure with BMad markup
|
||||
- [ ] Add placeholder system (`{{context_transfer_purpose}}`)
|
||||
- [ ] Include LLM instruction markup (`[[LLM: Generate context summary]]`)
|
||||
|
|
@ -295,6 +335,7 @@ After Phase 1.1 completion, prepare comprehensive documentation for creator revi
|
|||
- **Location**: `bmad-core/templates/context-handoff-tmpl.md`
|
||||
|
||||
**[ ] Create context-summary-tmpl.md**
|
||||
|
||||
- [ ] Define summary template structure
|
||||
- [ ] Add key information placeholders
|
||||
- [ ] Include compression instructions
|
||||
|
|
@ -312,11 +353,13 @@ After Phase 1.1 completion, prepare comprehensive documentation for creator revi
|
|||
## 📋 Phase 3: Rich Context Features (Days 10-12) - Status: 🔄 Planned
|
||||
|
||||
### 3.1 Rich Context Tasks (Planning Agents Only)
|
||||
|
||||
**Dependencies**: Phase 2 Complete
|
||||
**Target**: Web/planning agents only
|
||||
**File Count**: 2 new files
|
||||
|
||||
**[ ] Create context-retrieval.md**
|
||||
|
||||
- [ ] Define semantic search procedures
|
||||
- [ ] Implement intelligent retrieval algorithms
|
||||
- [ ] Add vector search capabilities
|
||||
|
|
@ -326,6 +369,7 @@ After Phase 1.1 completion, prepare comprehensive documentation for creator revi
|
|||
- **Location**: `bmad-core/tasks/context-retrieval.md`
|
||||
|
||||
**[ ] Create context-memory-management.md**
|
||||
|
||||
- [ ] Define long-term context storage procedures
|
||||
- [ ] Implement context archiving strategies
|
||||
- [ ] Add retrieval optimization algorithms
|
||||
|
|
@ -337,11 +381,13 @@ After Phase 1.1 completion, prepare comprehensive documentation for creator revi
|
|||
**Phase 3.1 Completion**: ⏸️ 0% - Dependencies: Phase 2 Complete
|
||||
|
||||
### 3.2 Rich Context Utilities (Planning Agents Only)
|
||||
|
||||
**Dependencies**: 3.1 Complete
|
||||
**Target**: Web/planning agents only
|
||||
**File Count**: 2 new files
|
||||
|
||||
**[ ] Create semantic-search.md**
|
||||
|
||||
- [ ] Define advanced search capabilities
|
||||
- [ ] Implement vector embeddings procedures
|
||||
- [ ] Add similarity matching algorithms
|
||||
|
|
@ -350,6 +396,7 @@ After Phase 1.1 completion, prepare comprehensive documentation for creator revi
|
|||
- **Location**: `bmad-core/utils/semantic-search.md`
|
||||
|
||||
**[ ] Create context-analysis.md**
|
||||
|
||||
- [ ] Define context quality assessment procedures
|
||||
- [ ] Implement relevance scoring algorithms
|
||||
- [ ] Add freshness validation
|
||||
|
|
@ -366,7 +413,9 @@ After Phase 1.1 completion, prepare comprehensive documentation for creator revi
|
|||
## 📋 Testing & Validation (Throughout Implementation) - Status: 🔄 Planned
|
||||
|
||||
### Testing Areas
|
||||
|
||||
**[ ] Dev Agent Leanness Validation**
|
||||
|
||||
- [ ] Token limit compliance testing (<2000 tokens)
|
||||
- [ ] Dependency count verification (<3 dependencies)
|
||||
- [ ] Compression ratio validation (0.9 ratio)
|
||||
|
|
@ -374,6 +423,7 @@ After Phase 1.1 completion, prepare comprehensive documentation for creator revi
|
|||
- [ ] Performance testing (<1 second context assembly)
|
||||
|
||||
**[ ] Planning Agent Rich Context Validation**
|
||||
|
||||
- [ ] Context retrieval accuracy testing (>85% relevance)
|
||||
- [ ] Context comprehensiveness assessment (>90% coverage)
|
||||
- [ ] Cross-agent handoff success testing (98% success rate)
|
||||
|
|
@ -381,6 +431,7 @@ After Phase 1.1 completion, prepare comprehensive documentation for creator revi
|
|||
- [ ] Rich context capacity utilization (8000 tokens max)
|
||||
|
||||
**[ ] BMad Method Compliance Validation**
|
||||
|
||||
- [ ] Natural language format verification (100% markdown)
|
||||
- [ ] Template markup compliance (100% proper markup)
|
||||
- [ ] File size compliance testing (all files <50KB)
|
||||
|
|
@ -388,6 +439,7 @@ After Phase 1.1 completion, prepare comprehensive documentation for creator revi
|
|||
- [ ] Dynamic loading compliance testing
|
||||
|
||||
**[ ] Performance & Integration Testing**
|
||||
|
||||
- [ ] Context optimization time (<500ms)
|
||||
- [ ] Context compression speed (<200ms)
|
||||
- [ ] Semantic search response (<2000ms)
|
||||
|
|
@ -395,6 +447,7 @@ After Phase 1.1 completion, prepare comprehensive documentation for creator revi
|
|||
- [ ] Cross-agent handoff latency (<300ms)
|
||||
|
||||
**[ ] Backward Compatibility Testing**
|
||||
|
||||
- [ ] Existing agent functionality preservation
|
||||
- [ ] Configuration loading compatibility
|
||||
- [ ] Template processing compatibility
|
||||
|
|
@ -407,7 +460,9 @@ After Phase 1.1 completion, prepare comprehensive documentation for creator revi
|
|||
## 🎯 Risk Management & Mitigation
|
||||
|
||||
### Current Risk Status: 🟢 LOW RISK
|
||||
|
||||
**Mitigation Strategies in Place**:
|
||||
|
||||
- ✅ **Backward Compatibility**: All changes are additive
|
||||
- ✅ **Incremental Testing**: Each phase can be tested independently
|
||||
- ✅ **Rollback Strategy**: Git branching allows easy reversion
|
||||
|
|
@ -415,6 +470,7 @@ After Phase 1.1 completion, prepare comprehensive documentation for creator revi
|
|||
- ✅ **Documentation**: Complete specifications ready for implementation
|
||||
|
||||
### Risk Indicators to Monitor:
|
||||
|
||||
- 🟡 **File Size Creep**: Monitor all new files stay <50KB
|
||||
- 🟡 **Dev Agent Scope Creep**: Ensure dev agent stays lean (<100 lines)
|
||||
- 🟡 **Dependency Explosion**: Watch dependency counts per agent
|
||||
|
|
@ -425,12 +481,14 @@ After Phase 1.1 completion, prepare comprehensive documentation for creator revi
|
|||
## 📊 Success Metrics Tracking
|
||||
|
||||
### Current Baseline (Pre-Enhancement)
|
||||
|
||||
- **Dev Agent Size**: 66 lines ✅
|
||||
- **Dev Agent Dependencies**: 2 (tasks: 1, checklists: 1) ✅
|
||||
- **Planning Agent Avg Size**: ~100 lines ✅
|
||||
- **Configuration Size**: 26 lines ✅
|
||||
|
||||
### Target State (Post-Enhancement)
|
||||
|
||||
- **Dev Agent Size**: <100 lines (target: ~80 lines)
|
||||
- **Dev Agent Dependencies**: <6 total (3 new context dependencies)
|
||||
- **Planning Agent Dependencies**: 6-8 dependencies each
|
||||
|
|
@ -442,12 +500,14 @@ After Phase 1.1 completion, prepare comprehensive documentation for creator revi
|
|||
## 🚀 **READY TO EXECUTE - START TODAY**
|
||||
|
||||
### Immediate Action Items (Next 2 Hours):
|
||||
|
||||
1. ✅ **Analysis Complete** - Codebase thoroughly analyzed
|
||||
2. 🔥 **Create Development Branch** - Start implementation safely
|
||||
3. 🔥 **Backup Current Config** - Preserve existing state
|
||||
4. 🔥 **Begin Core Config Enhancement** - Add context_engineering section
|
||||
|
||||
### Success Criteria for Today:
|
||||
|
||||
- [ ] Development branch created
|
||||
- [ ] Core configuration enhanced with context engineering section
|
||||
- [ ] Configuration validates and loads correctly
|
||||
|
|
@ -462,7 +522,7 @@ After Phase 1.1 completion, prepare comprehensive documentation for creator revi
|
|||
## 📅 Key Milestones & Deadlines
|
||||
|
||||
| Milestone | Target Date | Status | Dependencies |
|
||||
|-----------|-------------|--------|--------------|
|
||||
| ------------------------ | ----------- | -------------- | ------------ |
|
||||
| Phase 1 Complete | Day 4 | 🔄 Not Started | None |
|
||||
| Dev Agent Enhanced | Day 6 | 🔄 Not Started | Phase 1 |
|
||||
| Planning Agents Enhanced | Day 9 | 🔄 Not Started | Phase 1 |
|
||||
|
|
@ -473,6 +533,7 @@ After Phase 1.1 completion, prepare comprehensive documentation for creator revi
|
|||
---
|
||||
|
||||
**📝 Progress Notes**:
|
||||
|
||||
- Project plan approved and documented
|
||||
- Ready to begin Phase 1 implementation
|
||||
- All documentation and tracking systems in place
|
||||
|
|
|
|||
Loading…
Reference in New Issue