adrozdenko/brain-debrief
packages/forge/src/skills/brain-debrief/SKILL.md
Use when the user wants to explore the brain's learned PATTERNS — "brain stats", "pattern strengths", "what patterns are strongest", "intelligence report", "show brain data". Focused on the brain module's accumulated pattern intelligence. For time-bound sprint or weekly reflection, use retrospective instead.
$ install --global
skillsauthnpx skillsauth add adrozdenko/soleri brain-debriefInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Last scanned: Mar 30, 2026, 6:11 AM36.9s1 file scanned
SKILL.md
- name:
- brain-debrief
- description:
- >
Brain Debrief — Intelligence Report
Surface what the brain has learned across sessions and projects. Turns raw vault data into actionable intelligence.
Orchestration by Query Type
"What have I learned?" (General debrief)
YOUR_AGENT_core op:brain_stats— total sessions, patterns, quality scoresYOUR_AGENT_core op:brain_strengths— patterns ranked by strength (focus >= 70)YOUR_AGENT_core op:memory_topics— knowledge clustersYOUR_AGENT_core op:vault_age_report— stale entries needing refreshYOUR_AGENT_core op:curator_health_audit— vault quality score
Present: top 5 patterns, top 3 anti-patterns, stale entries, coverage gaps.
"What's working across projects?" (Cross-project)
YOUR_AGENT_core op:brain_global_patterns— promoted patternsYOUR_AGENT_core op:brain_recommend params: { projectName: "<project>" }— similarity-based recommendationsYOUR_AGENT_core op:project_linked_projects— connected projectsYOUR_AGENT_core op:memory_cross_project_search params: { query: "<topic>", crossProject: true }
"Am I getting smarter?" (Learning velocity)
Compare brain_stats for 7-day vs 30-day periods. Check memory_stats, admin_vault_analytics, admin_search_insights. Present: new patterns, strength changes, growing vs stagnant domains.
"Build fresh intelligence" (Rebuild)
YOUR_AGENT_core op:brain_build_intelligence— full pipeline rebuildYOUR_AGENT_core op:curator_consolidate— vault cleanup- Show updated
brain_stats
"Export what I know" (Portability)
Use brain_export, memory_export, vault_backup. Import with corresponding _import ops.
Presenting Intelligence
Format as a report with: Strengths, Risks (recurring anti-patterns), Gaps, Stale entries, Quality score, Recommendations, Search Misses.
Common Mistakes
- Presenting raw tool output instead of synthesized insights
- Skipping the stale entry check (vault_age_report)
- Not comparing periods when reporting learning velocity
Quick Reference
| Op | When to Use |
| -------------------------------- | ---------------------------------- |
| brain_stats | Aggregate metrics |
| brain_strengths | Proven patterns ranked |
| brain_global_patterns | Cross-project patterns |
| brain_recommend | Project-similarity recommendations |
| brain_build_intelligence | Rebuild intelligence pipeline |
| memory_topics / memory_stats | Knowledge clusters and health |
| vault_age_report | Stale entries |
| curator_health_audit | Vault quality score |
| admin_vault_analytics | Knowledge quality metrics |
| admin_search_insights | Search miss analysis |
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