القائمة
Use when wiring a generic connector to capture remote operator actions and convert repeated event facts into pending pipeline work through Claude Code skills.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Use when Emerge emits pattern_aggregated facts and Claude must decide whether runner suggestions justify a follow-up distillation task.
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.
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 | distilling-operator-flows |
| description | Use when wiring a generic connector to capture remote operator actions and convert repeated event facts into pending pipeline work through Claude Code skills. |
Use this to close the reverse flywheel without putting intelligence in Python. The runner and daemon emit facts; Claude Code inspects those facts, connector-local notes, and WAL samples before writing any pending pipeline artifact.
PatternDetector emits pattern_observed / local_pattern_observed facts.scripts/synthesis_events.py only as the deterministic packaging boundary for pattern_pending_synthesis and synthesis_job_ready facts when distillation is justified.distill-from-pattern, connector NOTES.md, and optional synthesis_hints.yaml.icc_exec and writes only pending artifacts unless approval is explicit.~/.emerge/connectors/<connector>/NOTES.md or watcher_profile.yaml.{
"ts_ms": 1776401020761,
"machine_id": "runner-a",
"session_role": "operator",
"event_type": "entity_added",
"app": "example_connector",
"payload": {"bucket": "annotation", "target": "item-7"}
}
distill-from-patterncrystallize-from-waloperator-monitor-debug