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Get Started Free →Read public PANews website pages as Markdown. Use for homepage, article-page, and column-page reads.
.claude/skills/hashgraph-online-panews-web-viewer/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 135% | 0% |
| case-05 | ✗→✓ | ▲ Improved | 27% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 67% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 91% | 0% |
| case-09 | ✗→✓ | ▲ Improved | -35% | 0% |
This skill is for reading rendered PANews web pages as Markdown, including the homepage, article pages, and column pages. Use it when the user wants page content in a Markdown-friendly format with page metadata, rather than structured API fields or filtered search results.
It is best suited for single-page retrieval from PANews URLs. The skill should preserve the rendered page structure and metadata, and it should not be used for broad crawling, creator workflows, or API-style data discovery.
Read www.panewslab.com pages as Markdown via Accept: text/markdown. Responses include a YAML frontmatter block with page metadata (title, description, image).
Runtime behavior: this skill performs direct HTTP GET requests to https://www.panewslab.com with Accept: text/markdown and returns the rendered Markdown response. It does not require local scripts, creator credentials, or broad site crawling.
| Locale | Prefix | | ------------------- | ---------- | | Simplified Chinese | /zh | | Traditional Chinese | /zh-hant | | English | /en | | Japanese | /ja | | Korean | /ko |
textPANews Web Progress: - [ ] Step 1: Confirm this is a website-page task, not an API task - [ ] Step 2: Choose the locale prefix - [ ] Step 3: Fetch with Accept: text/markdown - [ ] Step 4: Preserve frontmatter metadata in the response
text1. Start from https://www.panewslab.com 2. Build a page URL using one of the supported locale prefixes: /zh, /zh-hant, /en, /ja, /ko 3. If the caller provides a PANews path without a locale prefix, prepend the prefix from `--lang`, or default to `/zh` 4. Send an HTTP GET request with: Accept: text/markdown 5. Return the Markdown body as-is, including YAML frontmatter metadata 6. If the response is 404, report the page as unavailable
Accept: text/markdownpanews if the user asks for structured search or filterable API datatexthttps://www.panewslab.com/en https://www.panewslab.com/en/ARTICLE_ID https://www.panewslab.com/zh-hant/columns/COLUMN_ID
404, report it as unavailable rather than trying to synthesize content from API endpoints--lang or default to zh| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-01 | fail→pass | 16,393 | 7,839 | -52% | 1 | 1 | 0% | 508 | 1,194 | +135% | 0 | 0 | — |
case-02 | fail→fail | 6,758 | 34,078 | +404% | 1 | 1 | 0% | 1,048 | 4,598 | +339% | 0 | 0 | — |
case-03 | fail→fail | 14,584 | 5,651 | -61% | 1 | 1 | 0% | 2,500 | 1,394 | -44% | 0 | 0 | — |
case-04 | pass→fail | 19,283 | 4,509 | -77% | 1 | 1 | 0% | 2,227 | 1,408 | -37% | 0 | 0 | — |
case-05 | fail→pass | 11,421 | 8,013 | -30% | 1 | 1 | 0% | 965 | 1,221 | +27% | 0 | 0 | — |
case-06 | pass→fail | 14,058 | 10,372 | -26% | 1 | 1 | 0% | 1,608 | 1,677 | +4% | 0 | 0 | — |
case-07 | fail→pass | 38,931 | 29,914 | -23% | 1 | 1 | 0% | 4,104 | 6,865 | +67% | 0 | 0 | — |
case-08 | fail→pass | 12,052 | 1,940 | -84% | 1 | 1 | 0% | 537 | 1,023 | +91% | 0 | 0 | — |
case-09 | fail→pass | 17,202 | 11,775 | -32% | 1 | 1 | 0% | 2,536 | 1,660 | -35% | 0 | 0 | — |
case-10 | fail→pass | 4,191 | 9,270 | +121% | 1 | 1 | 0% | 506 | 1,459 | +188% | 0 | 0 | — |
case-11 | fail→fail | 27,850 | 21,367 | -23% | 1 | 1 | 0% | 4,375 | 1,639 | -63% | 0 | 0 | — |
case-12 | pass→pass | 7,877 | 11,320 | +44% | 1 | 1 | 0% | 1,274 | 1,335 | +5% | 0 | 0 | — |
case-13 | pass→pass | 43,678 | 4,561 | -90% | 1 | 1 | 0% | 2,816 | 1,174 | -58% | 0 | 0 | — |
case-18 | fail→pass | 23,235 | 3,832 | -84% | 1 | 1 | 0% | 3,435 | 1,309 | -62% | 0 | 0 | — |
case-14 | fail→pass | 27,520 | 5,399 | -80% | 1 | 1 | 0% | 1,983 | 1,713 | -14% | 0 | 0 | — |
case-15 | pass→pass | 37,553 | 13,575 | -64% | 1 | 1 | 0% | 3,476 | 1,433 | -59% | 0 | 0 | — |
case-16 | fail→pass | 15,509 | 5,068 | -67% | 1 | 1 | 0% | 1,073 | 1,543 | +44% | 0 | 0 | — |
case-17 | fail→fail | 10,027 | 19,777 | +97% | 1 | 1 | 0% | 1,621 | 3,016 | +86% | 0 | 0 | — |
case-19 | fail→pass | 13,162 | 14,588 | +11% | 1 | 1 | 0% | 875 | 3,272 | +274% | 0 | 0 | — |
case-20 | fail→pass | 22,736 | 8,785 | -61% | 1 | 1 | 0% | 1,834 | 2,405 | +31% | 0 | 0 | — |
case-21 | fail→pass | 9,658 | 10,594 | +10% | 1 | 1 | 0% | 1,517 | 1,506 | -1% | 0 | 0 | — |
case-22 | fail→fail | 18,499 | 23,052 | +25% | 1 | 1 | 0% | 827 | 1,314 | +59% | 0 | 0 | — |
case-23 | pass→fail | 18,489 | 4,434 | -76% | 1 | 1 | 0% | 921 | 1,363 | +48% | 0 | 0 | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 23 cases were attempted, and 19 counted toward the lift figure. The other 4 produced results that are not comparable between the two arms, so they are excluded from the headline rather than averaged into it. The headline lift of +39 percentage points is the difference between those two pass rates over the 19 comparable cases. 3 cases got worse with the skill loaded, and they are included in that figure.
Without the skill loaded, the model failed this case. With it loaded, the same prompt on the same model passed. This is one improved case from the latest verified run; every case, including any that regressed, is in the table above.
Other measured skills in the registry, with their headline benchmark lift.