Export filtered certification records into a checked CSV

Why use this

1. A certification search can produce a convincing spreadsheet while mixing product variants, inactive listings or records outside the requested filter. Hitting a target row count is less useful than preserving exactly what each record certifies and where that conclusion came from.

2. This job could make a portal search auditable by pairing each exported row with its source and filter interpretation. The researcher could then review ambiguous matches before using the list in procurement, product comparison or further diligence.

Why an agent / simpler alternative

Useful judgment

Interpret varied product descriptions and distinguish matching certifications from superficially similar records.

Simpler alternative

Use the portal’s native export when it preserves the necessary filters and source identifiers.

Unsuitable when

The list would substitute for a definitive safety, regulatory or purchasing determination.

Proposed inputs

1. Name

   Search specification

   Owner

   Product researcher

   Minimum scope

   Product category, certification criteria and exclusion rules

   Quality check

   Resolve whether variants and discontinued products count separately.

2. Name

   Portal result snapshots

   Owner

   Research owner

   Minimum scope

   Selected listing pages, record IDs and capture dates

   Quality check

   Retain status and exact certified product wording.

Access and setup — proposed or unknown

Proposed minimum

1. Read permitted portal results and export to a separate CSV; avoid changing portal records.

Compatibility unknowns

1. Unknown: portal pagination, export support, access restrictions and runtime browser compatibility.

External actions requiring approval

1. Creating accounts, paying for access or sharing nonpublic product information.

Expected deliverable and review checks

Proposed artifact

CSV with product identity, relevant certification fields, status, source URL and collection date.

Critical checks

1. The agreed record scope is not filled with duplicates or weak matches.

2. Escaping, headers, row counts and links survive opening the exported file.

Missing output evidence

This overlay adds no new output inspection or execution validation. Preserve the canonical implementation evidence and its outcome limits.

Failure signals and proposed responses

1. Signal

   Different package sizes share a product name but have distinct listing IDs.

   Why it matters

   Deduplication may erase meaningful variants or inflate product counts.

   Proposed response

   Use the agreed counting unit and retain the variant distinction explicitly.

2. Signal

   A pagination step repeats the previous result page.

   Why it matters

   The file may meet a row target without containing that many distinct qualifying records.

   Proposed response

   Compare stable record IDs and report the actual qualified count rather than padding.

Effort and cost — unknown

Setup work

1. Define filters, counting rules and CSV field types.

Ongoing review

1. Review ambiguous listings and check certification freshness before consequential use.

Unknowns

1. Unknown: access limits, data-use restrictions and review effort per record.

First check — proposed, unexecuted

Status

proposed_unexecuted

Synthetic fixture

Fictional results include eight listings: a repeated ID, two package variants and one excluded status.

Acceptance checks

1. The output applies the stated variant and status rules.

2. Distinct qualified rows reconcile with the manifest and source links.

Stop conditions

1. A qualification must be inferred from missing listing fields.

Limits

1. The proposal supports traceable extraction, not a guarantee that a product is suitable or currently certified.