HK IPO Snapshot Extractor
Use this skill for read-only single-symbol analysis.
Runtime
This publish bundle includes the required CLI runtime under runtime/hkipo-next.
From the skill folder:
cd <skill_dir>
uv run --directory runtime/hkipo-next hkipo-next ...
Workflow
- Run
snapshotfor the target symbol. - Use
--format jsonwhen another skill will consume the result. - Check
issues,quality.missing_fields,quality.conflicts, andquality.overall_confidencebefore making strong claims. - Build human summaries from the normalized fields instead of paraphrasing raw upstream pages.
Commands
Machine-readable snapshot:
cd <skill_dir>
uv run --directory runtime/hkipo-next hkipo-next snapshot 2476 --format json
Readable markdown snapshot:
cd <skill_dir>
uv run --directory runtime/hkipo-next hkipo-next snapshot 2476 --format markdown
Export a snapshot file:
cd <skill_dir>
uv run --directory runtime/hkipo-next hkipo-next snapshot 2476 --format markdown --output /tmp/2476-snapshot.md
Output Cues
field_sourcesshows which upstream source won per field.quality.conflictsexposes alternate values when sources disagree.meta.degradedormeta.data_status=partialusually means the snapshot is usable with caveats, not unusable.
Companion Skills
- Use
$hkipo-parameter-managerbefore scoring if the user wants to tune rules. - Use
$hkipo-decision-enginewhen the user wants a participation recommendation.
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