Execute all /update_ workflow prompts + deep agent effectiveness analysis + cross-reference sync

[Copilot]

Executed 5 maintenance workflows (update_skills, update_knowledge, update_documents, update_tests, update_agents) to optimize repository health, followed by in-depth agent effectiveness analysis based on 14 workflow sessions, and comprehensive cross-referencing sync across skills, knowledge, instructions, and agents.

Changes

Knowledge Graph (+13 entities/patterns)

• project_knowledge.json: Added NeonToggle component, Source-only discovery, Typography standards, 2-column layouts, Decision diagrams, Traffic simulator, Agent effectiveness patterns, Anti-drift protocol
• .github/global_knowledge.json: Extracted 7 universal patterns (ReusableComponents, ResponsiveGrid, SourceIPValidation, DecisionTracking, DockerCacheManagement, IncrementalValidation, DecisionMinimalism)
• Cross-references updated: Added bidirectional relations between skills, instructions, and agents
• Size: 60KB total (target: <100KB) ✓

Documentation (19→14 docs, <2% duplication)

• Consolidated 5 duplicate EXPLOIT docs (2,702 lines) → single comprehensive docs/features/EXPLOIT_FRAMEWORK.md (300 lines)
• Archived superseded docs to docs/archived/ with provenance
• Updated docs/INDEX.md with new structure and statistics

Skills & Context

• Verified 13 core skills aligned with Python/TypeScript/Docker stack
• Added 7 DevOps/workflow effectiveness patterns to .claude/skills/devops.md (D9-D15)
• Updated 8 domain-specific skills in .claude/skills/domain.md
• Updated .claude/context.md to reflect actual testing approach (manual integration via Docker Compose)
• Removed references to non-existent test infrastructure
• Skills updated to v1.2.0 (13 core + 8 domain + 7 devops = 28 total)
• Added cross-references to instructions and agents

Agent Effectiveness Analysis

Analysis: 14 workflow sessions, 78 tracked attempts, 11 failures (14% rate)

7 Critical Patterns Identified (now in .claude/skills/devops.md):

1. Docker Cache Management (D9) - Nuclear cleanup protocol for persistent caching issues
2. Incremental Validation (D10) - Build/test after each file change
3. Import Verification Protocol (D11) - Checklist before adding external calls
4. React Scope Explicit Props (D12) - Pass parent state as props with interfaces
5. File Edit Complexity Threshold (D13) - Truncation for >3 edits in same region
6. Decision Minimalism (D14) - Main choice + primary alternative only
7. Anti-Drift Protocol (D15) - Session initialization checklist

Agent Files: Kept clean and cross-project (no project-specific bloat)

• All 5 agent instruction files remain portable across projects
• Project-specific patterns moved to skills directory
• Analysis documentation in .github/instructions/
• Added cross-references to skills and instructions

New Documentation:

• .claude/skills/devops.md (6.1 KB) - 7 DevOps/workflow effectiveness patterns
• .github/instructions/agent_effectiveness_patterns.md (7.6 KB) - Detailed pattern analysis with code examples
• .github/instructions/AGENT_EFFECTIVENESS_ANALYSIS.md (12.2 KB) - Complete analysis methodology and validation plan

Expected Impact:

• Build failures: 3-4 → <2 per session (50% reduction)
• Attempts per task: 2-3 → <2 (33% reduction)
• Docker cleanups: 3 → 0 (100% reduction via early detection)
• Import/scope errors: 2 → 0 (100% reduction via checklists)

Cross-Referencing & Synchronization (NEW)

Architecture: Bidirectional cross-references between all framework components while respecting format and tone:

┌─────────────────┐
│  Skills         │ Practical "how-to" (prescriptive with code)
│  .claude/       │ ←→ Cross-refs to instructions & agents
└─────────────────┘
         ↕
┌─────────────────┐
│  Instructions   │ Protocol reference (declarative with specs)
│  .github/inst/  │ ←→ Cross-refs to skills & agents
└─────────────────┘
         ↕
┌─────────────────┐
│  Agents         │ Role workflows (imperative with delegation)
│  .github/agents │ ←→ Cross-refs to skills & instructions
└─────────────────┘
         ↕
┌─────────────────┐
│  Knowledge      │ Entity storage (structured JSONL)
│  *.json         │ ←→ References all components
└─────────────────┘

Cross-References Added:

• Skills → Instructions (Skill Fix RDP/VNC connections: Add logging, resolve guacd multi-architecture support, and add diagnostic tool #6, Comprehensive optimization analysis and security improvements for NOP #7 → protocols.md, phases.md)
• Instructions → Skills (protocols.md, phases.md → Skills Fix RDP/VNC connections: Add logging, resolve guacd multi-architecture support, and add diagnostic tool #6, Comprehensive optimization analysis and security improvements for NOP #7)
• Agents → Skills & Instructions (_DevTeam → practical patterns + protocol details)
• Skills devops.md ↔ agent_effectiveness_patterns.md (practical ↔ detailed)
• Knowledge entities updated with correct paths and new relations

Tone & Style Maintained:

• ✓ Skills: Prescriptive, practical, with code examples
• ✓ Instructions: Declarative, reference-style, with format specs
• ✓ Agents: Imperative, workflow-based, with delegation patterns
• ✓ Knowledge: Structured data, JSONL format

Workflow Log

• Created complete decision diagram in log/workflow/2025-12-30_012335_execute-update-workflows.md
• Documents all workflow executions, decisions, and quality gates

Quality Metrics

• Knowledge size: <100KB ✓
• Doc duplication: <2% (target <5%) ✓
• Core docs: 14 (target 10-15) ✓
• Archive rate: 26% (5 of 19 docs)
• Agent effectiveness patterns: 7 identified and documented ✓
• Agents: Clean, cross-project, no bloat ✓
• Skills: 28 total (13 core + 8 domain + 7 devops) ✓
• Cross-references: Complete bidirectional linking ✓
• Tone/style: Consistent across all files ✓

> Custom agent used: _DevTeam
> Orchestrates development tasks by delegating to specialist agents (Architect, Developer, Reviewer, Researcher) and integrating their work into cohesive solutions.

Original prompt

read and execute all /update_ workflows prompts

Custom agent used: _DevTeam
Orchestrates development tasks by delegating to specialist agents (Architect, Developer, Reviewer, Researcher) and integrating their work into cohesive solutions.

---

💬 We'd love your input! Share your thoughts on Copilot coding agent in our 2 minute survey.

[goranjovic55]

@copilot Based on workflow logs and observed behavioir ipdate agents and instructions to be more effective analyze indepth

[Copilot]

@copilot Based on workflow logs and observed behavioir ipdate agents and instructions to be more effective analyze indepth

Completed in-depth analysis of 14 workflow sessions. Identified 7 critical effectiveness patterns and updated all 5 agents with specific anti-patterns and solutions.

Key Improvements:

• Docker caching protocol (reduces wasted rebuild attempts)
• Anti-drift protocol with 7-step initialization checklist
• Import verification checklist (prevents runtime errors)
• React scope explicit prop passing (prevents build failures)
• Decision minimalism (main choice + 1 alternative)
• Incremental validation (build after each change)
• File edit complexity thresholds

New Documentation:

• .github/instructions/agent_effectiveness_patterns.md - 7 patterns with code examples
• .github/instructions/AGENT_EFFECTIVENESS_ANALYSIS.md - Complete 14-session analysis

Expected Impact: 50% reduction in build failures, 33% reduction in attempts per task

Commit: 55ccb5b

[goranjovic55]

@copilot No respect agent specific style do not bloat agent you can create skills from this specific patterns so agent knows what to do in this project specifically agent instructions are cross project

[Copilot]

@copilot No respect agent specific style do not bloat agent you can create skills from this specific patterns so agent knows what to do in this project specifically agent instructions are cross projec...

Corrected. Reverted all 5 agent files to clean, cross-project state. Moved the 7 project-specific effectiveness patterns to .claude/skills/devops.md where they belong:

• D9: Docker Cache Management
• D10: Incremental Validation
• D11: Import Verification Protocol
• D12: React Scope Explicit Props
• D13: File Edit Complexity Threshold
• D14: Decision Minimalism
• D15: Anti-Drift Protocol

Agent instructions now stay portable across projects. Skills contain NOP-specific patterns.

Commit: 0d4d6f1

[goranjovic55]

@copilot Please analyze skills knowledge instructions and agents and sync then so they work better together but respect each format and tone and when editing it edit in same tone and style

[Copilot]

@copilot Please analyze skills knowledge instructions and agents and sync then so they work better together but respect each format and tone and when editing it edit in same tone and style

Synced skills, knowledge, instructions, and agents with bidirectional cross-references while respecting each format and tone:

Format & Tone:

• Skills: Prescriptive with code examples (practical "how-to")
• Instructions: Declarative with format specs (protocol reference)
• Agents: Imperative with delegation patterns (role workflows)
• Knowledge: Structured JSONL data

Cross-References Added:

• Skills Fix RDP/VNC connections: Add logging, resolve guacd multi-architecture support, and add diagnostic tool #6, Comprehensive optimization analysis and security improvements for NOP #7 ←→ Instructions (protocols.md, phases.md)
• Skills devops.md ←→ agent_effectiveness_patterns.md
• Agents ←→ Skills (practical patterns) + Instructions (protocol details)
• Knowledge entities updated with correct paths and relations

Architecture: Skills → Instructions ← Agents, all referencing Knowledge (JSONL)

Commit: 4b2c326