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Use when Emerge emits pattern_aggregated facts and Claude must decide whether runner suggestions justify a follow-up distillation task.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Use when an Emerge intent is marked synthesis_ready and Claude must inspect successful WAL samples to create a conservative pending pipeline artifact.
Use when an Emerge event stream contains pattern_observed, local_pattern_observed, pattern_aggregated, or pattern_pending_synthesis and Claude must turn raw runner/operator facts into one conservative pipeline candidate through normal mechanism tools.
Use when wiring a generic connector to capture remote operator actions and convert repeated event facts into pending pipeline work through Claude Code skills.
Distill Emerge forward flywheel WAL samples into a parameterized pipeline result. Use when a lead agent receives a forward_synthesis_pending event or a job with skill_name=emerge-forward-synthesis.
Distill Emerge reverse flywheel raw operator events into a structured synthesis result. Use when a lead agent receives synthesis_job_ready with skill_name=emerge-reverse-synthesis.
Use when a user asks to initialize a domain flywheel from natural language context, especially when environment details are incomplete or mixed with execution assumptions.
| name | aggregate-suggestions |
| description | Use when Emerge emits pattern_aggregated facts and Claude must decide whether runner suggestions justify a follow-up distillation task. |
Use this when pattern_aggregated appears. The code layer deduplicates and persists facts; Claude decides what the facts mean.
Return distill, wait, or ignore, plus the evidence ids and a short rationale.
