Affected route
GET /api/agent/resolve
Reproduction
On 20 July 2026, request:
https://www.openagentskill.com/api/agent/resolve?task=Localize%20a%20SaaS%20product%20for%20launch%20in%20China&agent=codex&max_risk=medium&format=text
Actual result
The response selects addyosmani-agent-skills with a match score of 99. Its task-fit reasons are:
Matches task terms: product, for- strong GitHub adoption and general coding-agent signals
The alternatives are Crawl4AI, Firecrawl, Grill With Docs, and MarkItDown. None of the selected results addresses China-market localization.
The related search route also shows a relevance problem:
GET /api/skills/search?task=localize%20SaaS%20for%20China&limit=10
It ranks Terraform first.
Expected result
Prefer skills with evidence for localization, internationalization, China-market launch, or China-specific product operations. If no sufficiently relevant indexed skill exists, return a low-confidence or no-match result instead of scoring generic engineering skills at 99 from broad terms such as product and for.
Additional signal
I recorded the generated resolve event as not_relevant through the public outcome API. No skill was installed.
Affected route
GET /api/agent/resolveReproduction
On 20 July 2026, request:
Actual result
The response selects
addyosmani-agent-skillswith a match score of 99. Its task-fit reasons are:Matches task terms: product, forThe alternatives are Crawl4AI, Firecrawl, Grill With Docs, and MarkItDown. None of the selected results addresses China-market localization.
The related search route also shows a relevance problem:
It ranks Terraform first.
Expected result
Prefer skills with evidence for localization, internationalization, China-market launch, or China-specific product operations. If no sufficiently relevant indexed skill exists, return a low-confidence or no-match result instead of scoring generic engineering skills at 99 from broad terms such as
productandfor.Additional signal
I recorded the generated resolve event as
not_relevantthrough the public outcome API. No skill was installed.