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:

bash

cd <skill_dir>
uv run --directory runtime/hkipo-next hkipo-next ...

Workflow#

1. Run snapshot for the target symbol.
2. Use --format json when another skill will consume the result.
3. Check issues, quality.missing_fields, quality.conflicts, and quality.overall_confidence before making strong claims.
4. Build human summaries from the normalized fields instead of paraphrasing raw upstream pages.

Commands#

Machine-readable snapshot:

bash

cd <skill_dir>
uv run --directory runtime/hkipo-next hkipo-next snapshot 2476 --format json

Readable markdown snapshot:

bash

cd <skill_dir>
uv run --directory runtime/hkipo-next hkipo-next snapshot 2476 --format markdown

Export a snapshot file:

bash

cd <skill_dir>
uv run --directory runtime/hkipo-next hkipo-next snapshot 2476 --format markdown --output /tmp/2476-snapshot.md

Output Cues#

• field_sources shows which upstream source won per field.
• quality.conflicts exposes alternate values when sources disagree.
• meta.degraded or meta.data_status=partial usually means the snapshot is usable with caveats, not unusable.

Companion Skills#

• Use $hkipo-parameter-manager before scoring if the user wants to tune rules.
• Use $hkipo-decision-engine when the user wants a participation recommendation.