Loading skill
Install any skill in seconds. Free to start, no credit card required.
Get Started Free →Use when improving internal link structure, anchor text, orphan pages, crawl depth, site architecture, or link equity flow. 内链优化/站内架构
.claude/skills/viryazheng-internal-linking-optimizer/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-12 | ✗→✓ | ▲ Improved | 48% | 0% |
| case-16 | ✗→✓ | ▲ Improved | 116% | 0% |
| case-17 | ✗→✓ | ▲ Improved | 24% | 0% |
| case-22 | ✗→✓ | ▲ Improved | 104% | 0% |
| case-18 | ✓→✓ | ＝ Same ✓ | 82% | 0% |
Analyzes internal link structure, authority flow, orphan pages, anchor text, and topic clusters, then delivers a prioritized linking plan with source/target/anchor recommendations.
Start with one of these prompts, then finish with the standard handoff summary from Skill Contract.
textAnalyze internal linking structure for [domain/sitemap] Find internal linking opportunities for [URL] Create internal linking plan for topic cluster about [topic] Suggest internal links for this new article: [content/URL] Find orphan pages on [domain] Optimize anchor text across the site
Expected output: a scored diagnosis, prioritized repair plan, and a short handoff summary ready for memory/audits/.
memory/audits/.memory/open-loops.md and memory/decisions.md.Next Best Skill below when the repair path is clear.> Emit the standard shape from skill-contract.md §Handoff Summary Format.
Uses ~~web crawler and ~~analytics when connected; otherwise asks user for sitemap, key page URLs, and content categories. See CONNECTORS.md and SECURITY.md §Scraping Boundaries.
When a user requests internal linking optimization:
> Reference: references/linking-templates.md contains the Step 3 output template.
> Reference: references/linking-templates.md contains the Step 4 template.
> Reference: references/linking-templates.md contains the Step 5 template.
> Reference: references/linking-templates.md contains the Step 6 template.
> Reference: references/linking-templates.md contains the Step 7 template.
User: "Find internal linking opportunities for my blog post on 'email marketing best practices'"
Output: 5 high-value links with source paragraph, destination URL, recommended anchor text, and priority. Example targets might include list-building, subject-line, segmentation, automation, and tools pages.
> Reference: See references/linking-example.md for the full worked example.
Ask to save results; if yes, write a dated summary to memory/audits/internal-linking-optimizer/YYYY-MM-DD-<topic>.md. Append veto-level issues to memory/hot-cache.md automatically.
Primary: on-page-seo-auditor -- verify that revised internal links support page-level goals.
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-18 | pass→pass | 12,417 | 11,262 | -9% | 1 | 1 | 0% | 1,829 | 3,337 | +82% | 0 | 0 | — |
case-05 | fail→fail | 16,297 | 17,441 | +7% | 1 | 1 | 0% | 2,737 | 4,493 | +64% | 0 | 0 | — |
case-01 | fail→fail | 26,998 | 23,359 | -13% | 1 | 1 | 0% | 4,138 | 5,474 | +32% | 0 | 0 | — |
case-02 | fail→fail | 18,211 | 22,131 | +22% | 1 | 1 | 0% | 2,844 | 5,386 | +89% | 0 | 0 | — |
case-03 | fail→fail | 21,236 | 23,124 | +9% | 1 | 1 | 0% | 3,375 | 5,186 | +54% | 0 | 0 | — |
case-04 | fail→fail | 12,770 | 17,510 | +37% | 1 | 1 | 0% | 2,634 | 5,198 | +97% | 0 | 0 | — |
case-06 | pass→pass | 15,025 | 17,252 | +15% | 1 | 1 | 0% | 2,368 | 4,322 | +83% | 0 | 0 | — |
case-07 | pass→pass | 13,771 | 14,018 | +2% | 1 | 1 | 0% | 2,242 | 3,939 | +76% | 0 | 0 | — |
case-08 | pass→pass | 15,485 | 20,925 | +35% | 1 | 1 | 0% | 2,441 | 5,309 | +117% | 0 | 0 | — |
case-09 | pass→pass | 11,951 | 10,065 | -16% | 1 | 1 | 0% | 1,948 | 3,259 | +67% | 0 | 0 | — |
case-10 | pass→pass | 16,223 | 17,598 | +8% | 1 | 1 | 0% | 2,510 | 4,361 | +74% | 0 | 0 | — |
case-11 | pass→pass | 13,211 | 9,451 | -28% | 1 | 1 | 0% | 2,018 | 3,056 | +51% | 0 | 0 | — |
case-12 | fail→pass | 13,699 | 9,078 | -34% | 1 | 1 | 0% | 2,124 | 3,142 | +48% | 0 | 0 | — |
case-13 | pass→pass | 16,078 | 17,824 | +11% | 1 | 1 | 0% | 2,265 | 4,557 | +101% | 0 | 0 | — |
case-14 | fail→fail | 16,728 | 14,823 | -11% | 1 | 1 | 0% | 2,573 | 3,983 | +55% | 0 | 0 | — |
case-15 | pass→pass | 16,122 | 16,424 | +2% | 1 | 1 | 0% | 2,436 | 4,325 | +78% | 0 | 0 | — |
case-16 | fail→pass | 10,199 | 11,550 | +13% | 1 | 1 | 0% | 1,512 | 3,259 | +116% | 0 | 0 | — |
case-17 | fail→pass | 16,963 | 9,121 | -46% | 1 | 1 | 0% | 2,482 | 3,078 | +24% | 0 | 0 | — |
case-19 | pass→pass | 14,921 | 12,144 | -19% | 1 | 1 | 0% | 2,292 | 3,453 | +51% | 0 | 0 | — |
case-20 | pass→pass | 10,328 | 9,342 | -10% | 1 | 1 | 0% | 1,549 | 3,027 | +95% | 0 | 0 | — |
case-21 | fail→fail | 15,671 | 10,914 | -30% | 1 | 1 | 0% | 2,243 | 3,157 | +41% | 0 | 0 | — |
case-22 | fail→pass | 14,080 | 15,830 | +12% | 1 | 1 | 0% | 1,980 | 4,047 | +104% | 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. 22 cases were attempted. The headline lift of +18 percentage points is the difference between those two pass rates over the 22 comparable cases.
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.