Feedback Loop Wiring Summary
Date: 2026-02-05
Status: ✅ Complete - All agents in brainforge-vault are now wired to the automated feedback loop
What Was Done
1. Created Agent Registry
File: AGENT_REGISTRY.md
Complete inventory of all 12 agents in brainforge-vault, organized by category:
- Content Generation (3 agents)
- Campaign Planning (2 agents)
- Outreach (4 agents)
- Analysis (2 agents)
- Operations (1 agent)
2. Created Feedback Prompt Templates
Location: feedback-prompts/
Created 11 feedback prompt templates (one already existed for ticket creation):
| Template | Agent |
|---|---|
design-ready-copy-agent.md | Design-Ready Copy Agent |
campaign-brief-agent.md | Campaign Brief Intake Agent |
campaign-post-agent.md | Campaign Post Agent (via CC content system) |
message-sequence-agent.md | Message Sequence Agent |
slack-deployment-agent.md | Slack Deployment Agent |
event-follow-up-agent.md | Event Follow-Up Agent |
linkedin-sequence-agent.md | LinkedIn Sequence Agent |
icp-analysis-agent.md | ICP Analysis Agent |
metrics-teardown-agent.md | Metrics Teardown Agent |
ticket-event-follow-up-agent.md | Ticket Event Follow-Up Agent |
vp-partnerships-agent.md | VP Partnerships Agent |
ticket-creation-agent.md | Ticket Creation Agent (already existed) |
3. Updated Core Documentation
Files Updated:
AGENT_FEEDBACK_LOOP.md- Added “Covered Agents” section referencing registry- All agents now documented as part of the feedback loop system
How It Works Now
Every time you run any agent in brainforge-vault:
- Agent runs → Generates output
- System prompts → You get agent-specific feedback questions (2-3 min)
- Auto-log → Run logged to
RUN_LOG.mdwith metadata - Pattern analysis → System analyzes patterns (thinking → summary)
- Impact summary → Shows time saved, quality trends, knowledge impact
- PR suggestions → When patterns reach MEDIUM confidence, suggests agent improvements
Agents Now Covered
✅ Design-Ready Copy Agent - Marketing collateral copy
✅ Campaign Brief Intake Agent - Execution-ready campaign briefs
✅ Ticket Creation Agent - Linear tickets from requests
✅ Message Sequence Agent - Multi-step outreach sequences
✅ Campaign Post Agent - LinkedIn campaign posts
✅ Slack Deployment Agent - Deployment win messages
✅ Event Follow-Up Agent - Post-event outreach
✅ LinkedIn Sequence Agent - LinkedIn-specific sequences
✅ Ticket Event Follow-Up Agent - Follow-up automation
✅ ICP Analysis Agent - Attendee list analysis
✅ Metrics Teardown Agent - Metrics/KPI analysis
✅ VP Partnerships Agent - Partnership outreach
Next Steps
- Test the system - Run any agent and provide feedback
- Monitor patterns - After 5+ runs per agent, patterns will emerge
- Create PRs - When patterns reach MEDIUM confidence, update agent PRDs
- Roll out to other repos - If this works well, expand to other repositories
Related Files
- Agent Registry - Complete agent inventory
- Agent Feedback Loop - How the system works
- Run Log - All agent runs logged here
- Patterns - Learned patterns from runs
- Context Graph Approach - How this improves process knowledge
Status: Ready for testing. All agents are wired and ready to learn from feedback.