All release walkthroughs

LIQUILENS · PLUGIN REVIEW EVIDENCE

LiquiLens

Five public research workflows, shown with actual captured MCP requests and results.

90 seconds · edited browser recording · no audio · no model API calls for this recording.

Inspect the interactive capture viewer · Case transcript · Recording manifest · Underlying service captures

What this demonstrates

The video shows direct calls to the public MCP service and preserves returned source dates, restrictions and unavailable states. It is not a native plugin-installation recording or a new model-routing test. Negative model cases remain unexecuted in this capture.

The product skill and negative model-routing cases are review expectations, not newly executed model tests. No trading, enrollment, collection, private-record access or execution was performed. NoiseFloor examples use synthetic inputs; all other values retain their service-provided dates and restrictions.

Cases shown

  1. Discover institution coverage

    Use LiquiLens to find the public research coverage for AU Small Finance Bank before reviewing it.

    Interpretation boundary: Discover covered institutions and use returned identifiers. Report available disclosures and gaps without inventing coverage or private records.

  2. Asset-quality review

    Find AU Small Finance Bank in LiquiLens and review its available asset-quality evidence, citing disclosure dates and limitations.

    Interpretation boundary: Discover the exact slug before requesting the asset-quality review. Preserve missing, stale and non-comparable fields and avoid declaring the institution safe or compliant.

  3. Cited institution review packet

    Find AU Small Finance Bank in LiquiLens and retrieve its cited institution review packet. Preserve source dates and unresolved coverage gaps.

    Interpretation boundary: Discover the exact returned institution slug or full name, then supply it as institution to institution_review_packet. Report no exact match if needed; preserve stale or dark gaps and do not interpret a content hash as attestation or publication-time proof.

  4. RBI supervisory evidence

    Summarize the public RBI supervisory tape in LiquiLens for a bank-risk research note.

    Interpretation boundary: Retrieve the supervisory tape with dates and citations; distinguish published supervisory events from an analyst's interpretation and avoid private inspection claims.

  5. Official NBFC register discovery

    Use LiquiLens to search the RBI NBFC register for HFC-classified institutions, limited to 10 rows.

    Interpretation boundary: Use classification HFC and limit 10. Preserve official institution identifiers and register dates; registration does not establish financial-evidence coverage, creditworthiness or regulatory approval.

Endpoint: https://agents.seiche.info/products/liquilens/mcp

Video SHA-256: c1c790742158d23d9c23a75a1176b34fa1dce47d761b702f8f39935b290c731b

Draft review evidence. This page is not an OpenAI approval or publication receipt.