dsh-geo
生成式引擎优化(GEO)DeepSeek Harness plugin for SEO, GEO and AEO analysis of Markdown knowledge bases.
AI 분석
核心用途是优化内容在 AI 引擎中的可发现性。适合拥有 Markdown 知识库、需要针对生成式搜索进行内容优化的创作者或商家。
설치
npx -p @deepseek-ai/dsh dsh plugin --profile web add github:winyh/dsh-geoUsage
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:
- DeepSeek Harness installed and available as the
dshcommand. - One input: a public URL, an exported Markdown/HTML page, or a Markdown knowledge-base root.
- A goal and audience if you want recommendations tailored to a business outcome.
Follow this first-run sequence:
- Install the plugin.
- Set
defaultRootin thedsh-geoBundle configuration. It is the only directory the plugin can read or write. - Start or restart Harness with
dsh web. - Ask for a readiness check.
- Run
geo_workflowon one page and keep the first run read-only.
Minimal Bundle configuration:
defaultRoot: ""
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:
- Define the business goal, target audience, language/region and desired next action.
- Connect the source: public URL, exported snapshot or local Markdown.
- Establish a baseline: inspect SEO, GEO, AEO, provenance, freshness and internal links.
- Build a keyword and intent map: assign one primary query, supporting topics, question terms and entities to page sections.
- Create the content brief and information architecture: direct answer, outline, FAQs, sources and next action.
- Produce or revise content while preserving factual claims and source context.
- Verify structure, citations, links, answerability and unknown data.
- 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 Harnessctx.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_workflowusesdefaultRootby 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. SayuseKnowledgeBase=falsewhen you want a source-only run.- Local Markdown/HTML inputs do not send extracted terms to public search; their keyword plan stays
seed-onlyunless 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:
- Ask for an audit of one note and select one or two high-impact findings.
- Ask the agent to rewrite only that note while preserving factual claims, sources and useful local links.
- Ask for a preview and review the diff, not just the score.
- Explicitly confirm the preview. Harness asks for approval again before the write.
- Apply the preview. The agent can use
path+previewToken; repeating the full Markdowncontentis 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.