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SurgeGraph in the CLI: AI citations and content v1.0.0

Use this resource to track your visibility in AI answers, find lost prompts and publish missing articles

New

  • 436 downloads
  • 128 likes
  • 220 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install surgegraph-ai-citation-tracking

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent uses the surgegraph-pp-cli tool to check your visibility in AI answers, find prompts that lost their citations and run publishing of articles from a topic research. You get a weekly review and a list of articles to publish.

Mostly picked by

Updated November 2, 2026

Card for the “SurgeGraph in the CLI: AI citations and content” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
Apache-2.0

Similar resources

View all

What you get

  • SKILL.md: installation and command reference
  • SKILL.md: cross-entity joins and compound workflows across products
  • SKILL.md: recipes such as the Monday AI visibility review

Good fit for

  • You want to know whether AI engines cite your brand
  • You need to fill content gaps found in a topic research

Not for

    Tags

    • aeo
    • ai citations
    • visibility
    • content

    About

    You say

    “Which prompts lost their AI citations this week, and which articles should I publish to win them back?”

    Card for the “SurgeGraph in the CLI: AI citations and content” skill

    Skill published by SurgeGraph Team under the Apache-2.0 license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to track your visibility in AI answers, find lost prompts and publish missing articles
    3. Review and adjust the result

    Content preview

    Files

    • .golangci.yml0.2 KB
    • .goreleaser.yaml1.5 KB
    • .manuscripts/20260512-171718/proofs/2026-05-12-172017-fix-surgegraph-pp-cli-acceptance.md3.8 KB
    • .manuscripts/20260512-171718/proofs/2026-05-12-172017-fix-surgegraph-pp-cli-build-log.md9 KB
    • .manuscripts/20260512-171718/proofs/2026-05-12-172017-fix-surgegraph-pp-cli-polish.md2.3 KB
    • .manuscripts/20260512-171718/proofs/20260512-190646-retro-surgegraph-pp-cli.md25.3 KB
    • .manuscripts/20260512-171718/proofs/phase-4.8-agentic-skill-review.md1.8 KB
    • .manuscripts/20260512-171718/proofs/phase5-acceptance.json0.9 KB
    • .manuscripts/20260512-171718/proofs/phase5-dogfood-2.log343.5 KB
    • .manuscripts/20260512-171718/proofs/phase5-dogfood-3.log343 KB
    • .manuscripts/20260512-171718/proofs/phase5-dogfood.log343.3 KB
    • .manuscripts/20260512-171718/proofs/shipcheck-2.log21.2 KB
    • .manuscripts/20260512-171718/proofs/shipcheck-3.log28.2 KB
    • .manuscripts/20260512-171718/proofs/shipcheck-4.log20.9 KB
    • .manuscripts/20260512-171718/proofs/shipcheck.log22.4 KB
    • .manuscripts/20260512-171718/research.json26.2 KB
    • .manuscripts/20260512-171718/research/2026-05-12-172017-feat-surgegraph-pp-cli-absorb-manifest.md7.5 KB
    • .manuscripts/20260512-171718/research/2026-05-12-172017-feat-surgegraph-pp-cli-brief.md10.1 KB
    • .manuscripts/20260512-171718/research/2026-05-12-172017-novel-features-brainstorm.md13.4 KB
    • .manuscripts/20260512-171718/research/surgegraph-spec-enriched.json233.1 KB
    • .printing-press-patches/.gitkeep0 KB
    • .printing-press-patches/ambiguous-write-retries-disabled.json0.7 KB
    • .printing-press-patches/catalog-go-1264-vuln-floor.json0.7 KB
    • .printing-press-patches/catalog-go-1265-vuln-floor.json0.7 KB
    • .printing-press-patches/greptile-1-refresh-token-wire.json0.6 KB
    • .printing-press-patches/greptile-10-knowledge-impact-exact-url-match.json1.1 KB
    • .printing-press-patches/greptile-2-cred-dir-0o700.json0.6 KB
    • .printing-press-patches/greptile-3-stop-token-duplication.json0.9 KB
    • .printing-press-patches/greptile-4-syncdiff-since-honored.json0.7 KB
    • .printing-press-patches/greptile-5-visibility-window-honored.json0.9 KB
    • .printing-press-patches/greptile-6-clear-static-token-on-oauth-login.json0.7 KB
    • .printing-press-patches/greptile-7-research-drift-fetch-optimized-docs.json0.8 KB
    • .printing-press-patches/greptile-8-serialize-token-refresh.json0.9 KB
    • .printing-press-patches/greptile-9-citation-join-exact-url-match.json0.8 KB
    • .printing-press-pii-polish.json0.2 KB
    • .printing-press-release.json0.5 KB
    • .printing-press-tools-polish.json0.3 KB
    • .printing-press.json5 KB
    • AGENTS.md1.9 KB
    • CHANGELOG.md0.6 KB
    • cmd/surgegraph-facade-pp-mcp/main.go2.1 KB
    • cmd/surgegraph-pp-cli/main.go0.4 KB
    • cmd/surgegraph-pp-mcp/main.go2.1 KB
    • dogfood-results.json2.3 KB
    • go.mod0.9 KB
    • go.sum7.3 KB
    • internal/cache/cache.go1.7 KB
    • internal/cli/agent_context.go6.8 KB
    • internal/cli/api_discovery.go3.7 KB
    • internal/cli/auth_login.go4.8 KB
    • internal/cli/auth.go6.6 KB
    • internal/cli/deliver.go3.6 KB
    • internal/cli/doctor.go11.2 KB
    • internal/cli/feedback.go6.7 KB
    • internal/cli/helpers.go31.6 KB
    • internal/cli/import.go3 KB
    • internal/cli/profile.go10.4 KB
    • internal/cli/promoted_create-ai-visibility-prompt.go3.7 KB
    • internal/cli/promoted_create-api-key.go3.5 KB
    • internal/cli/promoted_create-bulk-documents.go4.6 KB
    • internal/cli/promoted_create-document.go10.2 KB
    • internal/cli/promoted_create-domain-research.go3 KB
    • internal/cli/promoted_create-image.go4.3 KB
    • internal/cli/promoted_create-knowledge-library-document.go3.7 KB
    • internal/cli/promoted_create-knowledge-library.go2.9 KB
    • internal/cli/promoted_create-optimized-document.go4.2 KB
    • internal/cli/promoted_create-topic-research-expansion.go3.5 KB
    • internal/cli/promoted_create-topic-research.go3.2 KB
    • internal/cli/promoted_delete-ai-visibility-prompt.go2.8 KB
    • internal/cli/promoted_delete-api-key.go2.3 KB
    • internal/cli/promoted_delete-document.go2.6 KB
    • internal/cli/promoted_delete-knowledge-library-document.go2.9 KB
    • internal/cli/promoted_delete-knowledge-library.go2.5 KB
    • internal/cli/promoted_get-ai-visibility-citation-domain.go3.8 KB
    • internal/cli/promoted_get-ai-visibility-citation-own-domain.go3.6 KB
    • internal/cli/promoted_get-ai-visibility-citations.go3.5 KB
    • internal/cli/promoted_get-ai-visibility-config.go2.4 KB
    • internal/cli/promoted_get-ai-visibility-emerging-topics.go3.7 KB
    • internal/cli/promoted_get-ai-visibility-metadata.go3.1 KB
    • internal/cli/promoted_get-ai-visibility-opportunities.go3.6 KB
    • internal/cli/promoted_get-ai-visibility-overview.go3.6 KB
    • internal/cli/promoted_get-ai-visibility-prompt-detail.go3.1 KB
    • internal/cli/promoted_get-ai-visibility-prompt-response.go2.7 KB
    • internal/cli/promoted_get-ai-visibility-prompts.go3.9 KB
    • internal/cli/promoted_get-ai-visibility-response-structure.go3.7 KB
    • internal/cli/promoted_get-ai-visibility-sentiment.go3.9 KB
    • internal/cli/promoted_get-ai-visibility-topic-gaps.go3.7 KB
    • internal/cli/promoted_get-ai-visibility-topics.go3.9 KB
    • internal/cli/promoted_get-ai-visibility-traffic-pages.go3.9 KB
    • internal/cli/promoted_get-ai-visibility-traffic-summary.go3.1 KB
    • internal/cli/promoted_get-ai-visibility-trend.go3.6 KB
    • internal/cli/promoted_get-anthropic-keys.go2.1 KB
    • internal/cli/promoted_get-author-brand.go2.4 KB
    • internal/cli/promoted_get-authors.go2.3 KB
    • internal/cli/promoted_get-brand-mentions.go2.2 KB
    • internal/cli/promoted_get-content-vision-gallery.go3.2 KB
    • internal/cli/promoted_get-content-vision-settings.go2.5 KB
    • internal/cli/promoted_get-document.go2.7 KB
    • internal/cli/promoted_get-domain-research.go2.7 KB
    • internal/cli/promoted_get-gemini-keys.go2 KB
    • internal/cli/promoted_get-knowledge-libraries.go2.6 KB
    • internal/cli/promoted_get-knowledge-library-documents.go2.5 KB
    • internal/cli/promoted_get-languages.go2.2 KB
    • internal/cli/promoted_get-locations.go2.2 KB
    • internal/cli/promoted_get-openai-keys.go2 KB
    • internal/cli/promoted_get-optimized-documents.go2.9 KB
    • internal/cli/promoted_get-organization-cms-integrations.go2.2 KB
    • internal/cli/promoted_get-project-cms-integration.go2.5 KB
    • internal/cli/promoted_get-projects.go2.5 KB
    • internal/cli/promoted_get-team.go2 KB
    • internal/cli/promoted_get-topic-map.go2.4 KB
    • internal/cli/promoted_get-topic-research.go2.7 KB
    • internal/cli/promoted_get-usage.go2 KB
    • internal/cli/promoted_get-wordpress-authors.go2.8 KB
    • internal/cli/promoted_get-wordpress-categories.go2.5 KB
    • internal/cli/promoted_get-wordpress-integrations.go2.1 KB
    • internal/cli/promoted_get-writer-documents.go3.1 KB
    • internal/cli/promoted_get-writer-models.go2 KB
    • internal/cli/promoted_list-domain-researches.go2.8 KB
    • internal/cli/promoted_list-topic-researches.go2.7 KB
    • internal/cli/promoted_publish-document-to-cms.go3.4 KB
    • internal/cli/promoted_update-ai-visibility-prompt.go4.1 KB
    • internal/cli/promoted_update-api-key.go3.3 KB
    • internal/cli/promoted_update-document.go3.5 KB
    • internal/cli/promoted_update-project-cms-integration.go2.9 KB
    • internal/cli/research_novel_test.go1.6 KB
    • internal/cli/research_novel.go16.9 KB
    • internal/cli/root.go15.9 KB
    • internal/cli/sync.go18.8 KB
    • internal/cli/transcendence_other.go12.2 KB
    • internal/cli/visibility_novel_test.go2.9 KB
    • internal/cli/visibility_novel.go19.4 KB
    • internal/cli/which_test.go3.9 KB
    • internal/cli/which.go12.1 KB
    • internal/client/client.go14.7 KB
    • internal/cliutil/cliutil_test.go25.8 KB
    • internal/cliutil/duration_test.go1.1 KB
    • internal/cliutil/duration.go1.5 KB
    • internal/cliutil/extractnumber_test.go3.5 KB
    • internal/cliutil/extractnumber.go2.5 KB
    • internal/cliutil/fanout.go6.4 KB
    • internal/cliutil/probe.go4.8 KB
    • internal/cliutil/ratelimit.go4.9 KB
    • internal/cliutil/text.go2.6 KB
    • internal/cliutil/verifyenv.go1.3 KB
    • internal/config/config_test.go1.9 KB
    • internal/config/config.go4.6 KB
    • internal/mcp/cobratree/classify.go3.6 KB
    • internal/mcp/cobratree/cli_path.go0.8 KB
    • internal/mcp/cobratree/names.go0.7 KB
    • internal/mcp/cobratree/shellout_test.go5.1 KB
    • internal/mcp/cobratree/shellout.go3.5 KB
    • internal/mcp/cobratree/typemap.go2.2 KB
    • internal/mcp/cobratree/walker.go2.1 KB
    • internal/mcp/code_orch.go43.3 KB
    • internal/mcp/tools.go26.3 KB
    • internal/oauth/exec.go0.3 KB
    • internal/oauth/oauth_test.go2.4 KB
    • internal/oauth/oauth.go14.4 KB
    • internal/store/store_test.go15 KB
    • internal/store/store.go34.1 KB
    • internal/types/types.go4.8 KB
    • LICENSE10.7 KB
    • Makefile0.4 KB
    • manifest.json1.1 KB
    • NOTICE0.5 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • README.md41.8 KB
    • SKILL.md29.7 KB
    • spec.json233.1 KB
    • tools-manifest.json2.7 KB
    • workflow-verify-report.json0.2 KB

    Origin and licence

    Listed unmodified

    Author
    SurgeGraph Team
    Source
    github.com/mvanhorn/printing-press-library/tree/b7f184dc0b34ea3e16e85407ba028d828f59e085/library/ai/surgegraph
    Licence
    Apache-2.0

    Notice

    « pp-surgegraph » (SurgeGraph Team, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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