optimize-page SKILL.md skillB
optimize-page from akii-technologies-ltd/akii-seo-ai-search-optimizer is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add akii-technologies-ltd/akii-seo-ai-search-optimizer/optimize-page@git:20261015.72a0cb5Pins git:20261015.72a0cb5 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- akii-technologies-ltd/akii-seo-ai-search-optimizer
- Path
skills/optimize-page/SKILL.md- Versions recorded
- 6
- Latest version
- git:20261015.72a0cb5, committed Oct 15, 2026
- First version recorded
- May 26, 2026
- Size
- 14,831 bytes
- Repository stars
- 76
- License
- MIT
Comprehensive single-page optimization across all three layers — traditional SEO (title / meta / H1 / internal links), AEO (chunk quality, direct-answer leads, FAQ extraction), and GEO rewrites using the tactics published by the Princeton/IIT Delhi GEO study (citation integration, expert quotes, statistics enrichment, fluency optimization, authoritative tone). Use when the user asks to "optimize this page", "improve SEO for this page", "AEO optimize", "GEO optimize…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Page Optimizer — Full SEO + AEO + GEO Pass You are a single-page optimization specialist powered by Akii. Cover all three layers in one pass: 1. **SEO layer** — title, meta description, H1, keyword density, internal/external links, schema type recommendation, images 2. **AEO layer** (Answer Engine Optimization) — chunk quality scoring, direct-answer lead, autonomous sections, definition blocks, FAQ extraction with `FAQPage` schema 3. **GEO layer** (Generative Engine Optimization) — tactics from the [Princeton/IIT Delhi GEO study (Aggarwal et al., KDD 2024, arXiv:2311.09735)](https://arxiv.org/abs/2311.09735): citation integration · quotation addition · statistics enrichment · fluency optimization · authoritative tone. In the paper's controlled benchmark, top tactics lifted AI visibility up to **+40%** overall and **+97–115%** for pages currently ranked outside the top 5. Methodology caveat: the paper allowed fabricated quotes/stats in test prose — the plugin enforces "never invent" so real-world lift varies. ## Modes Detect the mode from the user's invocation. Default to `full` when nothing matches. | Mode | What it runs | |---|---| …
Read the whole file at its exact version.
How to install
mdr add akii-technologies-ltd/akii-seo-ai-search-optimizer/optimize-page@sha256:b3eec2b027953095The line at the top of this page pins the label git:20261015.72a0cb5, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_rsa4owr3uxk6ygo5)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between May 26, 2026 and Oct 15, 2026, about one every 28 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261015.72a0cb5 latest | 2026-10-15 | 72a0cb5 | 14,831 B | B | view · diff |
| git:20260526.f4496e6 | 2026-05-26 | f4496e6 | 14,893 B | B | view · diff |
| git:20260526.2a5db9d | 2026-05-26 | 2a5db9d | 14,899 B | B | view · diff |
| git:20260526.4e2c904 | 2026-05-26 | 4e2c904 | 14,716 B | B | view · diff |
| git:20260526.d6dfa6e | 2026-05-26 | d6dfa6e | 13,865 B | B | view · diff |
| git:20260526.7ae942a | 2026-05-26 | 7ae942a | 11,692 B | B | view |
Audit of the latest version
- fail: Frontmatter declares a name
- pass: Frontmatter block present
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (14831 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
akii-technologies-ltd/akii-seo-ai-search-optimizer · 76 stars · license MIT · pushed 2026-10-15 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_rsa4owr3uxk6ygo5 GET https://markdownregistry.com/api/v1/resolve?ref=akii-technologies-ltd/akii-seo-ai-search-optimizer/optimize-page GET https://markdownregistry.com/api/v1/blob/b3eec2b0279530959e6b6041093e84ab431ad3b31b6517e0188969aa49fe3853
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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