chrome-extension-research

Compare Chrome extensions using Crawlora's live store listings and stored adoption, publisher, permission, and privacy history. Use for extension shortlists, market comparisons, or investigating observed changes; store disclosures alone do not establish runtime safety.

Compare extensions against the requested features, adoption evidence, maintenance, and access requirements. Separate observed store fields from developer claims and conclusions that would require inspecting code or runtime behavior.

Setup

Set CRAWLORA_API_KEY to your key from crawlora.net. Run the bundled scripts/crawlora.sh from this skill directory or by absolute path. It sends x-api-key to https://api.crawlora.net/api/v1; keep the key in the environment. Read reference/endpoints.md for selected live Chrome Web Store and stored extension tools.

Compare current listings and observed changes

1. Establish the user's feature requirements and comparison purpose. Discover candidates with /datasets/chrome-extensions/search, using item_type=extension and status=active for current extensions. The dataset also includes themes, legacy apps, and unknown types; do not mix them silently. Discover category/filter values through dataset facets or live /chromewebstore/categories, keeping their taxonomies distinct.
2. Resolve the exact 32-character store ID, developer identity, and canonical URL. Refresh selected candidates through /chromewebstore/item?id=...; search and similar-item results aid discovery but do not establish equivalent functionality.
3. Retrieve /datasets/chrome-extensions/items/{id} and /history/{id} under the same dataset prefix. History is chronological and change-only, with optional from/to dates and limit up to 1000. Missing calendar days are not zero users or evidence that the extension was checked and unchanged.
4. Inspect recent change observations with /datasets/chrome-extensions/changes and optional change_type. Attribute a change to its observation time, not an exact transfer or release date. A changed developer label is not by itself proof of ownership transfer; compare identity and website evidence.
5. For access/privacy comparisons, use /chromewebstore/permissions and /chromewebstore/privacy with the same ID. Distinguish required from optional API permissions and required from optional host permissions. A declaration is not proof that every permission is currently granted or used; a privacy statement is a developer disclosure, not an independent audit.
6. Read a bounded live review sample, preserving dates, reviewed versions, and collection filters. Tie claimed feature gaps to specific evidence. Separate a sampled complaint from population prevalence and distinguish publisher identity fields from a verified business relationship.

sh

scripts/crawlora.sh /datasets/chrome-extensions/search \
  q="tab manager" item_type=extension status=active page_size=5
# Resolve a returned ID before reading its live item, permissions, or history.

Output and interpretation

Return a comparison with store ID/link, verified feature evidence, dated user and rating counts, current version, observed changes, access requirements, disclosures, review themes, and missing evidence. Use Chrome's permission definitions when explaining the access fields.

• Store user counts are adoption indicators, not revenue, active usage, or exact install/uninstall flows. Dataset trending measures observed movement over its available interval; compare matching observation windows.
• Broad permissions, removal, or publisher changes can justify investigation; they do not independently prove malware. Low permissions or high ratings do not independently prove safety. Do not install an extension merely to research it.
• Dataset pages max at 100 with a 10,000-result window. Bound enrichments to the shortlist and stop at no progress or source end. Back off on 429, retry a transient 5xx once, stop on 401/403, and check application code. Keep failed refreshes labeled as stored observations.