生成式引擎优化

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dsh-geo is a DeepSeek Harness bundle that gives the agent explainable SEO, GEO and AEO tools for Markdown knowledge bases.

Technical package ID: dsh-geo · DeepSeek Harness plugin for SEO, GEO and AEO

What it does

• Audit one Markdown note for SEO, GEO and AEO readiness.
• Scan a vault for metadata gaps, missing sources, broken knowledge structure, orphan notes and duplicate titles.
• Check the configured root before scanning and create a shareable project report.
• Build a content brief with query, intent, audience, outline, questions and source gaps.
• Run the complete workflow from a public website URL, public account URL, Markdown export or HTML snapshot.
• Build a qualitative keyword plan from source signals, optional seed terms and Harness web search results; it never invents search volume.
• Turn the diagnosis into a four-stage production plan: diagnose, map keywords, draft, and verify.
• Check source provenance and freshness fields.
• Map the available source to a Google Search Essentials checklist: people-first content, topic language, title/description, crawlable links, HTTPS, canonical/robots signals, structured data, image alt and mobile viewport.
• Use related local knowledge-base titles, headings, entities and queries as a private keyword/content input dimension.
• Preview or apply a complete Markdown replacement, including safe creation of a new note inside defaultRoot.

The plugin is local-first. Core analysis runs through the Harness filesystem service. Public URLs use the official anonymous ctx.web fetch seam; cookies and credentials are never used. Private or JavaScript-rendered pages should be exported as Markdown/HTML and analyzed as a local snapshot.

Standard SEO assistance

The built-in standard is based on Google Search Essentials, the SEO Starter Guide and the SEO maintenance guidance. It is an execution checklist, not a ranking guarantee.

For one geo_workflow run, the plugin combines four dimensions:

1. Source evidence: the page or Markdown note, its intent, facts, headings, links and provenance.
2. Local knowledge base: related note titles, headings, entities, primary queries and bounded local excerpts from defaultRoot; this stays local.
3. Keyword signals: user seed terms, source signals and qualitative public search result titles/snippets when the source is a public URL.
4. SEO standard: content, crawl/index, search presentation, links, media and monitoring checks.

The returned productionPlan.contentInputs makes these dimensions explicit before drafting. The model can then produce a Markdown draft, and geo_preview_content/geo_apply_content provide the reviewable writeback path.

The plugin deliberately reports unknown when a source cannot prove a deployment-level fact. It does not replace Search Console, PageSpeed, a full public-site crawler or a paid keyword-volume provider. Sitemap coverage, indexing, queries, clicks, Core Web Vitals and server-level robots behavior must be checked with the appropriate external tool after publication.

User and business pain points

Teams publishing content for both search engines and AI answer engines commonly face these problems:

• Traditional SEO checks focus on keywords and metadata, but do not explain whether an answer engine can understand, trust and cite the content.
• Enterprise knowledge bases accumulate missing sources, stale notes, duplicate titles and orphan pages, making content quality difficult to govern at scale.
• Writers, subject-matter experts and SEO teams use different review standards, so content decisions are slow and hard to reproduce.
• Content optimization is often disconnected from the original Markdown source, creating manual copy-paste work and a risk of overwriting newer edits.
• Teams may not be able to send private product, customer or internal knowledge-base content to an external GEO/SEO service.

This plugin turns those needs into explainable, local-first checks with evidence, scores, priorities and guarded content updates.

Typical application scenarios

• Pre-publication review: Check a new article, product page or technical note for SEO, GEO and AEO readiness before release.
• Knowledge-base governance: Scan a team or enterprise Markdown vault to find missing metadata, weak provenance, stale content, orphan notes and duplicate titles.
• Content planning: Convert a topic or existing note into a brief with audience, intent, outline, questions and source gaps.
• Product and technical documentation: Improve documentation discoverability while preserving source context and review history.
• Agency and multi-brand operations: Apply a consistent, auditable review framework across clients, sites or content teams without sharing the source vault with a third-party service.

Included tools

Tool	Purpose
geo_setup_check	Verify root access and scan readiness
geo_audit_note	Audit one Markdown note
geo_audit_vault	Scan a knowledge base
geo_project_report	Create a structured project report
geo_workflow	Run URL/snapshot diagnosis, Google-standard checks, private knowledge-base keyword planning and content production planning
geo_content_brief	Generate a structured content brief
geo_source_check	Check citations and provenance
geo_preview_content	Preview a complete Markdown replacement
geo_apply_content	Apply an approved, version-guarded replacement

Install from npm

dsh plugin --profile default add dsh-geo

Install from GitHub

dsh plugin --profile default add github:winyh/dsh-geo

The package builds itself after a GitHub source install. For reproducible deployments, pin the command to a reviewed commit, for example github:winyh/dsh-geo#<commit>.

GitHub discoverability

Publish this directory as a public repository and add the repository topic dsh-plugin. The package metadata already includes dsh-plugin; the GitHub topic is what makes the repository appear in the Harness plugin topic listing.

Usage

You do not need to memorize tool names. Describe the goal, source and desired output in natural language; the examples below are copy-and-paste starting points.

Start here: a five-minute first run

You need only:

1. DeepSeek Harness installed and available as the dsh command.
2. One input: a public URL, an exported Markdown/HTML page, or a Markdown knowledge-base root.
3. A goal and audience if you want recommendations tailored to a business outcome.

Follow this first-run sequence:

1. Install the plugin.
2. Set defaultRoot in the dsh-geo Bundle configuration. It is the only directory the plugin can read or write.
3. Start or restart Harness with dsh web.
4. Ask for a readiness check.
5. Run geo_workflow on one page and keep the first run read-only.

Minimal Bundle configuration:

defaultRoot: "<your-knowledge-base-root>"

If you do not have a knowledge base yet, use a public URL first. For a private page, export it as Markdown or HTML and put that file under defaultRoot; no platform login is needed by this plugin.

Choose the right entry point

What you have	Start with	What to ask for
Public website or public account URL	geo_workflow	Full SEO/GEO/AEO diagnosis and production plan
JavaScript-rendered or private page	Export Markdown/HTML, then geo_workflow	Analyze the local snapshot without uploading its terms
One existing Markdown note	geo_audit_note or geo_workflow	Find evidence-backed issues and the top actions
A whole Markdown knowledge base	geo_audit_vault or geo_project_report	Find governance gaps and prioritize files
A planned article or rewrite	geo_content_brief	Turn a topic into intent, outline, questions and source gaps
A proposed content change	geo_preview_content first	Review the diff, then explicitly apply it

The complete operating method

Use this order for a professional SEO/GEO/AEO job:

0. Define the business goal, target audience, language/region and desired next action.
1. Connect the source: public URL, exported snapshot or local Markdown.
2. Establish a baseline: inspect SEO, GEO, AEO, provenance, freshness and internal links.
3. Build a keyword and intent map: assign one primary query, supporting topics, question terms and entities to page sections.
4. Create the content brief and information architecture: direct answer, outline, FAQs, sources and next action.
5. Produce or revise content while preserving factual claims and source context.
6. Verify structure, citations, links, answerability and unknown data.
7. Preview the Markdown diff, explicitly confirm, apply the guarded write, and re-audit the current file.

The plugin does not invent search volume, ranking difficulty or traffic. Treat qualitative as topic signals from public search and seed-only as a privacy-preserving plan based on the supplied source and seed terms.

Understand the result

geo_workflow returns a single structured result. Read it in this order:

Field	Meaning	What to do next
sourceType	public-url, local-markdown or private-snapshot	Confirm the source was interpreted correctly
status	Whether the workflow completed	If not success, fix the access or input issue first
audit	SEO/GEO/AEO scores, evidence and findings	Start with high-impact findings supported by evidence
keywordPlan	Primary, secondary, question and entity terms	Map each term to one useful section; do not stuff keywords
contentBrief	Audience, intent, outline, FAQs and source gaps	Use it as the writing specification
productionPlan	Diagnose, map keywords, draft and verify stages	Complete stages in order and record unknowns
writeback	Read-only/preview/apply status	Preview and inspect the diff before any file change

Copy-paste prompts

First installation check:

Check whether the configured dsh-geo root is readable and ready for a Markdown scan. Do not modify files.

Public URL, full read-only workflow:

Run geo_workflow for https://example.com.
Goal: increase qualified product-education traffic.
Audience: first-time evaluators.
Seed keywords: product education, product trial.
Return the SEO/GEO/AEO diagnosis, qualitative keyword map, content brief and four-stage production plan. Do not write files.

Private or JavaScript-rendered page exported locally:

Run geo_workflow for snapshots/account-home.html.
Treat this as a private-page snapshot. Goal: make the profile easier to discover, understand and cite.
Audience: potential customers. Return the diagnosis, keyword map, brief and verification checklist. Do not write files.

Existing note:

Audit notes/launch.md for SEO, GEO and AEO. Show the score, evidence, unknowns and the five highest-impact actions. Do not edit the file.

Whole knowledge base:

Scan the configured knowledge base. Prioritize missing sources, stale notes, orphan notes, broken or ambiguous links, duplicate titles and the ten lowest overall scores. Do not modify files.

Create a content plan:

Create a content brief for notes/product.md.
Goal: help first-time evaluators decide whether to try the product.
Audience: non-technical buyers.
Include one primary query, supporting topics, question terms, entities, a direct answer, outline, FAQs, source gaps and a next action.

Preview and apply safely:

Audit notes/launch.md, fix only the three highest-impact evidence-backed issues, preserve factual claims and useful internal links, then show a complete Markdown diff. Do not write until I explicitly confirm.

For a new draft, add createIfMissing=true to the preview request and choose a new .md path inside defaultRoot. After reviewing the diff, explicitly ask to apply that preview. After writing, run the audit again and compare the result with the original findings.

Installation details and local development

Set the knowledge-base root in the Bundle configuration, then start DeepSeek Harness:

dsh web

For local development, build first and install the local directory from its parent folder:

pnpm install
pnpm run build
dsh plugin --profile default add ./dsh-geo

Detailed request patterns

The recommended entry point for a real SEO project is geo_workflow. It keeps diagnosis, keyword adjustment and content production in one result instead of making you guess which tool to call next.

Analyze a public website or public account page:

Run geo_workflow for https://example.com. Goal: increase qualified product education traffic. Audience: first-time evaluators. Return the SEO/GEO/AEO diagnosis, qualitative keyword plan and a complete Markdown production plan. Do not write files.

Analyze a public or private account page after export:

Run geo_workflow for snapshots/account-home.html. Treat it as a private-page snapshot. Goal: make the profile easier to discover and quote. Return the diagnosis, keyword mapping, content brief and verification checklist. Do not write files.

The source boundary is deliberate:

• Public http(s) URLs are fetched anonymously through Harness ctx.web.
• Public pages that require JavaScript rendering should be saved/exported as Markdown or HTML first.
• Private account pages are supported through a local Markdown/HTML snapshot; browser cookies and platform credentials do not enter the plugin.
• geo_workflow uses defaultRoot by default to find related local notes. It uses local titles, headings, entities, queries and bounded excerpts as context; this context is not sent to public search. Say useKnowledgeBase=false when you want a source-only run.
• Local Markdown/HTML inputs do not send extracted terms to public search; their keyword plan stays seed-only unless you explicitly provide external keyword data yourself.
• Search results provide qualitative topic signals only. Search volume, ranking difficulty and traffic require a separate data source and are not fabricated by this plugin.

Start with a readiness check when installing into a new environment:

Check whether the configured knowledge-base root is ready for a local scan.

Audit this Markdown note for SEO, GEO and AEO. Show scores, evidence and the top five actions.

Scan my knowledge base and list notes with missing sources, orphan links and the lowest overall scores.

Create a project report with average SEO, GEO and AEO scores, governance gaps and priority files.

Create a content brief from this note, including audience, intent, outline, questions and source gaps.

Run the complete workflow for https://example.com, use "product education" as the seed keyword, and generate a draft plan without writing anything.

Run geo_workflow for https://example.com. Use the related notes in my configured knowledge base as private context. Combine the source evidence, Google-standard warnings and keyword map into the content inputs. Do not write files.

Use focus=seo, focus=geo or focus=aeo when you only want one assessment pillar.

Writeback safety

Content changes are preview-only by default. A reliable first-use loop is:

1. Ask for an audit of one note and select one or two high-impact findings.
2. Ask the agent to rewrite only that note while preserving factual claims, sources and useful local links.
3. Ask for a preview and review the diff, not just the score.
4. Explicitly confirm the preview. Harness asks for approval again before the write.
5. Apply the preview. The agent can use path + previewToken; repeating the full Markdown content is optional because the token already binds the exact preview.

The write operation uses a version guard and refuses to overwrite a file changed after the preview. If that happens, audit the current file and create a new preview instead of forcing the old change through. To save a draft as a new note, use createIfMissing=true on geo_preview_content; the destination must still be inside defaultRoot.

For a practical first request, use:

Check the configured root, audit notes/launch.md, fix only the three highest-impact issues, show a diff, and wait for my approval before writing anything.

Troubleshooting

Symptom	Likely cause	Fix
The plugin or tools are not recognized	Harness loaded an older bundle	Reinstall the plugin from the same source and restart dsh web
geo_setup_check cannot read the root	defaultRoot is missing, wrong or outside the allowed workspace	Correct the Bundle config, then restart Harness
A public page is empty or incomplete	The page needs JavaScript, login or a blocked request	Export the visible page as Markdown/HTML and analyze the local snapshot
A private URL cannot be fetched directly	The plugin intentionally does not use browser cookies or credentials	Save/export the page under defaultRoot and pass the local path
keywordPlan.dataQuality is seed-only	The source is local, so extracted terms were not sent to public search	Provide your own seed terms or separate external keyword data; this status is expected for private content
A write is refused after preview	The file changed after the preview or the token/path no longer matches	Read the current file, create a new preview and review the new diff
The result says HTTP non-2xx or source unavailable	The URL is unavailable to anonymous access	Check the URL or use an exported snapshot
A file is too large or the scan is capped	maxTextChars, maxFileBytes or maxFiles was reached	Split the source or raise the relevant limit deliberately

After changing the source code, rebuild and reinstall the same local source so Harness loads the new bundle. If a command is not recognized in your Harness release, run dsh plugin --help; the plugin does not change other Harness profiles or repositories.

Configure

The bundle ships with these defaults:

defaultRoot: "<your-knowledge-base-root>"
maxFiles: 500
maxFileBytes: 1048576
maxTextChars: 180000
maxResultChars: 50000

Tool paths may be absolute or workspace-relative. Relative paths resolve under defaultRoot, and every read or write is checked against that boundary.

Example prompts

请审计一篇 GEO.md，分别给出 SEO、GEO、AEO 的问题和优先级。

扫描我的知识库，找出来源缺失、孤立笔记和综合评分最低的 10 个文件。

先预览对 GEO.md 的优化结果；只有我明确确认后，才应用修改。

Development

pnpm install
pnpm run typecheck
pnpm test
pnpm run build

The plugin follows the DeepSeek Harness Cordis model: it exports apply(ctx), injects tools, fs and web, and registers model-facing tools through the normal tool pipeline. Core scoring and file analysis are self-contained; public URL retrieval uses the official Harness web capability and does not require GEO-PRO.

DeepSeek Harness is currently a developer preview, so the plugin pins the current release-candidate peer range and should be tested against the Harness version used for deployment.

Images and contact

The following images are included from the project-level img folder and are intentionally displayed in this README:

微信联系

微信支付

Contact: 2712192471@qq.com

License

MIT. See LICENSE.