القائمة
Use when connector flywheel history is large/noisy and lightweight reflection is insufficient. Builds a deep reflection cache consumed by hooks.
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.
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.
| name | reflection-deep-dive |
| description | Use when connector flywheel history is large/noisy and lightweight reflection is insufficient. Builds a deep reflection cache consumed by hooks. |
Use this skill to generate a deeper, cached muscle-memory summary for long-running
or noisy connectors. The cache is consumed by PreCompact, PostCompact, and
UserPromptSubmit hooks when fresh, with automatic fallback to lightweight
reflection when stale.
Run:
python3 "${CLAUDE_PLUGIN_ROOT}/scripts/build_reflection_cache.py"
Optional:
python3 "${CLAUDE_PLUGIN_ROOT}/scripts/build_reflection_cache.py" --max-items 12
The command writes:
~/.emerge/state/reflection-cache/global.json (or EMERGE_STATE_ROOT/reflection-cache/global.json)with:
generated_at_mssummary_textmetaSpanTracker.