菜单
Triggers: "brain stats", "pattern strengths", "intelligence report", "show brain data", "what patterns are strongest". Surfaces brain pattern intelligence. Use retrospective for time-bound work reflection.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
| name | soleri-brain-debrief |
| tier | default |
| description | Triggers: "brain stats", "pattern strengths", "intelligence report", "show brain data", "what patterns are strongest". Surfaces brain pattern intelligence. Use retrospective for time-bound work reflection. |
Surface what the brain has learned across sessions and projects. Turns raw vault data into actionable intelligence.
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 scorePresent: top 5 patterns, top 3 anti-patterns, stale entries, coverage gaps.
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 }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.
YOUR_AGENT_core op:brain_build_intelligence — full pipeline rebuildYOUR_AGENT_core op:curator_consolidate — vault cleanupbrain_statsUse brain_export, memory_export, vault_backup. Import with corresponding _import ops.
Format as a report with: Strengths, Risks (recurring anti-patterns), Gaps, Stale entries, Quality score, Recommendations, Search Misses.
| 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 |
Triggers: "learn from this", "harvest knowledge", "harvest this codebase", "extract patterns from". Bulk-extracts patterns from code/docs/PRs/articles into vault. Use vault-capture for single patterns, intake for ingesting external sources.
Triggers: "add a facade", "new tool", "extend vault", "add brain feature", "new skill", "extend agent". Extends agent internals with vault-first knowledge gathering.
Triggers: "AgentName, ...", "Hey AgentName", "what commands do I have", "what can you do with MCP", "command reference". Routes ambiguous intent to correct facade + op. Also handles vague phrases like "save this", "remember this", "search for patterns".
Triggers: "I want to build something", "let's think about", "what if we", "creative exploration", "ideate". Open-ended creative exploration when requirements are not yet clear.
Triggers: "check against patterns", "pattern compliance", "convention check", "review against vault", "institutional review". Reviews code against vault patterns/conventions. Use deep-review for general quality/architecture.
Triggers: "curator status", "vault health", "how is the vault", "curator health", "check vault quality", "what needs grooming". Quick vault health + grooming recs. Use vault-curate for full maintenance.