Individual skill
session_breakdown
Build a single self-contained `session_breakdown.json` capturing every fact a dashboard needs about one hyperloom optimization session. Use when the user mentions session-breakdown, kernel attribution, a stats/reporting service, capability summary, or wants to surface hyperloom data to an external consumer (a results/stats service, notebook, dashboard).
src/hyperloom/inference_optimizer/breakdown/SKILL.md
Source commit e90e8483681992cc4a51a73bb1a4751ea0d2d8eb
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 7, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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Standard SKILL.md format has not been attested at this commit. No installation command is available; inspect the source.
Repository context
- Repository stars (not skill ratings)
- 264
- Repository last updated
- Nov 8, 2026
- License
- NOASSERTION
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
Files and excerpt
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Browse files
SKILL.mdcore · 12,727 bytesSKILL.mdcore · 12,727 bytesSKILL.mdcore · 12,727 bytesSKILL.mdcore · 12,727 bytesSKILL.mdcore · 12,727 bytesSKILL.mdcore · 12,727 bytes__init__.pyruns · 616 bytescollectors/__init__.pyruns · 1,684 bytescollectors/_common.pyruns · 3,222 bytescollectors/langfuse.pyruns · 2,238 bytescollectors/sessions.pyruns · 7,094 bytescollectors/v6.pyruns · 32,352 bytescollectors/v6_close.pyruns · 8,629 bytescollectors/v6_critic.pyruns · 1,384 bytescontracts/session_breakdown.v6.workflow-evaluation.v3.schema.jsonasset · 44,158 bytescontracts/workflow_contract.v3.jsonasset · 6,857 bytescritic_reviews.pyruns · 6,674 bytesexporter.pyruns · 23,868 bytesrecorder/__init__.pyruns · 2,214 bytesrecorder/assembler.pyruns · 12,010 bytesrecorder/baseline_event.pyruns · 39,252 bytesrecorder/close_out.pyruns · 21,830 bytesrecorder/conc_sweep_event.pyruns · 39,990 bytesrecorder/construct.pyruns · 2,792 bytesrecorder/critic_out.pyruns · 8,170 bytesrecorder/enablement_event.pyruns · 33,643 bytesrecorder/enablement_keep_pairing.pyruns · 2,359 bytesrecorder/event_fields.pyruns · 9,858 bytesrecorder/event_finalize.pyruns · 6,797 bytesrecorder/event_ids.pyruns · 4,640 bytesrecorder/event_rows.pyruns · 4,107 bytesrecorder/event_sink.pyruns · 7,000 bytesrecorder/event_timeline.pyruns · 8,408 bytesrecorder/framework_event.pyruns · 35,771 bytesrecorder/instrument.pyruns · 2,360 bytesrecorder/kernel_event.pyruns · 75,179 bytesrecorder/kernel_gain.pyruns · 3,054 bytesrecorder/kernel_records.pyruns · 16,174 bytesrecorder/outcome_stage.pyruns · 1,464 bytesrecorder/phase_event.pyruns · 21,725 bytesrecorder/phase_records.pyruns · 11,673 bytesrecorder/recorder.pyruns · 16,202 bytesrecorder/recorder_warnings.pyruns · 4,397 bytesrecorder/roofline_event.pyruns · 43,222 bytesrecorder/sections.pyruns · 6,252 bytesrecorder/session_metadata.pyruns · 11,029 bytesrecorder/stack_event.pyruns · 21,526 bytesrecorder/tool_versions.pyruns · 6,816 bytesrecorder/trace.pyruns · 7,466 bytesrecorder/warm_replay_event.pyruns · 24,143 bytesrecorder/warm_start_event.pyruns · 16,680 bytesreporters/__init__.pyruns · 509 bytesreporters/_renderers/__init__.pyruns · 191 bytesreporters/_renderers/_agentx_metrics.pyruns · 3,681 bytesreporters/_renderers/_framework.pyruns · 5,633 bytesreporters/_renderers/_invocation.pyruns · 3,378 bytesreporters/_renderers/_kernels.pyruns · 11,144 bytesreporters/_renderers/attribution.pyruns · 4,142 bytesreporters/_renderers/baseline.pyruns · 8,145 bytesreporters/_renderers/capability_summary.pyruns · 7,168 bytesreporters/_renderers/critic.pyruns · 6,359 bytesreporters/_renderers/enablement.pyruns · 3,513 bytesreporters/_renderers/final.pyruns · 13,014 bytesreporters/_renderers/kernel_lifecycle.pyruns · 7,704 bytesreporters/_renderers/optimizations.pyruns · 3,915 bytesreporters/_renderers/param_search.pyruns · 2,984 bytesreporters/_renderers/phase_timeline.pyruns · 4,255 bytesreporters/_renderers/roofline.pyruns · 6,547 bytesreporters/_renderers/session.pyruns · 4,654 bytesreporters/_renderers/workload.pyruns · 2,948 bytesreporters/base.pyruns · 8,415 bytesreporters/compose.pyruns · 11,445 bytesreporters/cross_section.pyruns · 14,833 bytesreporters/llm_client.pyruns · 3,971 bytesreporters/llm_prompt.pyruns · 5,405 bytesround_archive.pyruns · 3,416 bytesschema.pyruns · 54,767 bytesschema_framework.pyruns · 13,110 bytesschema_kernel.pyruns · 21,114 bytessession_facts.pyruns · 5,055 bytessession_package.pyruns · 26,007 bytesstop_reasons.pyruns · 9,322 bytesvariant_funnel.pyruns · 4,688 bytesworkflow_contract.pyruns · 3,654 bytes
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