{
  "$schema": "https://schemas.agentskills.io/discovery/0.2.0/schema.json",
  "version": "69b145258fb4dce06b82eacf1237bbe73c1afadc4e7a38acec3e5e5129e2fd0f",
  "generated_at": "2026-08-03T16:44:56.319Z",
  "base_url": "https://code.deepline.com",
  "skills": [
    {
      "name": "build-tam",
      "title": "Provider-Led Account And Contact Sourcing",
      "description": "Build a Total Addressable Market list by sourcing accounts and contacts from providers like Crustdata, Dropleads, and PDL.",
      "type": "archive",
      "url": "./archives/build-tam.tar.gz",
      "digest": "sha256:244812d703d5ff316c41e4c48dcdcc1234215ebb98211c56aa927bccb0bdafac",
      "install_surface": "v1",
      "entrypoint": "https://code.deepline.com/.well-known/skills/build-tam/SKILL.md",
      "index_url": "https://code.deepline.com/.well-known/skills/index.json",
      "documents": [
        {
          "path": "SKILL.md",
          "url": "https://code.deepline.com/.well-known/skills/build-tam/SKILL.md",
          "kind": "entrypoint",
          "title": "Provider-Led Account And Contact Sourcing",
          "providers": [],
          "tags": [
            "recipe"
          ]
        }
      ],
      "files": [
        "SKILL.md",
        "skill-metadata.json"
      ]
    },
    {
      "name": "clay-to-deepline",
      "title": "Clay → Deepline Migration",
      "description": "Convert a Clay table configuration into local Deepline scripts. Handles extraction (MCP or script), documentation, action mapping, script generation, and parity validation against Clay ground truth.",
      "type": "archive",
      "url": "./archives/clay-to-deepline.tar.gz",
      "digest": "sha256:1c682d52ad18c3d4a182d84127ee159ec01860a6ccbedf0d6abe232a194dda64",
      "install_surface": "v1",
      "entrypoint": "https://code.deepline.com/.well-known/skills/clay-to-deepline/SKILL.md",
      "index_url": "https://code.deepline.com/.well-known/skills/index.json",
      "documents": [
        {
          "path": "SKILL.md",
          "url": "https://code.deepline.com/.well-known/skills/clay-to-deepline/SKILL.md",
          "kind": "entrypoint",
          "title": "Clay → Deepline Migration",
          "providers": [],
          "tags": [
            "recipe"
          ]
        }
      ],
      "files": [
        "SKILL.md",
        "skill-metadata.json"
      ]
    },
    {
      "name": "deepline-ads-audiences",
      "title": "deepline-ads-audiences",
      "description": "Use this skill when building, enriching, auditing, or uploading B2B paid ads audiences to Google Customer Match, Meta/Facebook Custom Audiences, or LinkedIn Matched Audiences. Triggers on phrases like '/deepline-ads-audience', '/deepline-ads-audiences', 'upload this audience', 'create custom audiences', 'personal email hashes', 'increase Facebook match rate', 'Google ads audience', 'Meta audience', 'FB audience', or any workflow that turns CRM/customer/contact data into paid ads upload lists. Skip for outbound prospecting sequences, cold email, or pure campaign copywriting.",
      "type": "archive",
      "url": "./archives/deepline-ads-audiences.tar.gz",
      "digest": "sha256:494ba757ed0fa60016a0e2336224135af11e4cb01b5af77616529814ca5cff04",
      "install_surface": "v1",
      "entrypoint": "https://code.deepline.com/.well-known/skills/deepline-ads-audiences/SKILL.md",
      "index_url": "https://code.deepline.com/.well-known/skills/index.json",
      "documents": [
        {
          "path": "recipes/enrich-and-upload-facebook-google.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-ads-audiences/recipes/enrich-and-upload-facebook-google.md",
          "kind": "recipe",
          "title": "Enrich and upload paid ads audiences to Facebook and Google",
          "providers": [],
          "tags": [
            "recipe",
            "facebook",
            "meta",
            "google-ads",
            "audience-enrichment"
          ]
        },
        {
          "path": "recipes/max-coverage-audience.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-ads-audiences/recipes/max-coverage-audience.md",
          "kind": "recipe",
          "title": "Max coverage paid ads audience",
          "providers": [],
          "tags": [
            "recipe",
            "max-coverage",
            "ads",
            "audience-enrichment",
            "customer-match"
          ]
        },
        {
          "path": "recipes/sample-abm-segment-example.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-ads-audiences/recipes/sample-abm-segment-example.md",
          "kind": "recipe",
          "title": "Sample ABM segment ads audience example",
          "providers": [],
          "tags": [
            "recipe",
            "example",
            "abm",
            "ads",
            "audience-enrichment"
          ]
        },
        {
          "path": "SKILL.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-ads-audiences/SKILL.md",
          "kind": "entrypoint",
          "title": "Deepline Ads Audiences",
          "providers": [
            "google_ads_audiences",
            "meta_audiences",
            "linkedin_ads_audiences",
            "aviato",
            "limadata",
            "crustdata"
          ],
          "tags": [
            "ads",
            "audiences",
            "google-ads",
            "meta",
            "linkedin",
            "customer-match"
          ]
        }
      ],
      "files": [
        "plays/audit-no-double-hash.play.ts",
        "plays/build-hash-only-audience.play.ts",
        "plays/evaluate-leadmagic-personal-email.play.ts",
        "plays/evaluate-personal-email-provider.play.ts",
        "plays/report-google-coverage-lift.play.ts",
        "plays/shared/audience-hash.ts",
        "plays/upload-facebook-google-hash-only-audience.play.ts",
        "plays/upload-google-hash-only-audience.play.ts",
        "recipes/enrich-and-upload-facebook-google.md",
        "recipes/max-coverage-audience.md",
        "recipes/sample-abm-segment-example.md",
        "skill-metadata.json",
        "SKILL.md"
      ]
    },
    {
      "name": "deepline-analytics",
      "title": "deepline-analytics",
      "description": "Use this skill when answering business analytics, RevOps, GTM metric, pipeline, revenue, funnel, customer, or warehouse questions with Deepline. Triggers on phrases like 'query Snowflake', 'analyze pipeline', 'total ACV', 'break down by quarter', 'use the semantic layer', 'run a semantic query', or any use of snowflake_get_semantic_layer / snowflake_run_semantic_query. Skip prospecting, enrichment, contact finding, outbound, or personalization workflows; use deepline-gtm for those.",
      "type": "archive",
      "url": "./archives/deepline-analytics.tar.gz",
      "digest": "sha256:890eeb0ad98db225aa24ae345519641884ba4d15df9e88a31ea0862da437f103",
      "install_surface": "v1",
      "entrypoint": "https://code.deepline.com/.well-known/skills/deepline-analytics/SKILL.md",
      "index_url": "https://code.deepline.com/.well-known/skills/index.json",
      "documents": [
        {
          "path": "SKILL.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-analytics/SKILL.md",
          "kind": "entrypoint",
          "title": "Deepline Analytics",
          "providers": [
            "snowflake"
          ],
          "tags": [
            "analytics",
            "snowflake",
            "semantic-layer",
            "revops"
          ]
        }
      ],
      "files": [
        "skill-metadata.json",
        "SKILL.md"
      ]
    },
    {
      "name": "deepline-feedback",
      "title": "deepline-feedback",
      "description": "Send feedback or bug reports to the Deepline team, including session transcript and environment info. Use when the user asks to report a bug, send product feedback, or share the current Claude/Cowork session with Deepline support.",
      "type": "archive",
      "url": "./archives/deepline-feedback.tar.gz",
      "digest": "sha256:5dda916bd699e0203ac4016daa27d5506afadce896e082861ddeb60ae0f573c4",
      "install_surface": "v1",
      "entrypoint": "https://code.deepline.com/.well-known/skills/deepline-feedback/SKILL.md",
      "index_url": "https://code.deepline.com/.well-known/skills/index.json",
      "documents": [
        {
          "path": "SKILL.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-feedback/SKILL.md",
          "kind": "entrypoint",
          "title": "Deepline Feedback",
          "providers": [],
          "tags": [
            "feedback",
            "session"
          ]
        }
      ],
      "files": [
        "skill-metadata.json",
        "SKILL.md"
      ]
    },
    {
      "name": "deepline-gtm",
      "title": "GTM Meta Skill",
      "description": "GTM prospecting, enrichment, outreach, scoring, CSVs, and plays. Discovery: deepline-pre-research. Providers: adyntel,ai_ark,allegrow,apify,attention,attio,aviato,bettercontact,bloomberry,bluesky,bounceban,browserbase,builtwith,cloudflare,contactout,crustdata,crustdata-v2,crustdata-v3,customer_db,dataforseo,datagma,deepline_ip_to_company,deepline_native,deeplineagent,discolike,dropleads,emailbison,emailguard,enformion,exa,findymail,firecrawl,firmable,forager,fullenrich,generic_http,gong,google_ads_audiences,google_workspace,hackernews,heyreach,hubspot,hunter,icypeas,instantly,intercom,ipqs,kernel,leadmagic,lemlist,limadata,linkedin_ads_audiences,linkedin_scraper,lusha,meta_audiences,nooks,openmart,opensosdata,openwebninja,outreach,parallel,peopledatalabs,podscan,predictleads,prospeo,rocketreach,salesforce,salesforge,scrapecreators,sentrion,serper,slack,smartlead,snowflake,sumble,theirstack,trestle,twitterapi,upcell,wiza,wizleads,zerobounce.",
      "type": "archive",
      "url": "./archives/deepline-gtm.tar.gz",
      "digest": "sha256:02c61464ca894f450690da4aeb1408ed6e9557f40c2300851381ab658a577936",
      "install_surface": "v1",
      "entrypoint": "https://code.deepline.com/.well-known/skills/deepline-gtm/SKILL.md",
      "index_url": "https://code.deepline.com/.well-known/skills/index.json",
      "documents": [
        {
          "path": "agents/execution-plan-creator.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/agents/execution-plan-creator.md",
          "kind": "agent",
          "title": "Execution Plan Creator",
          "providers": [],
          "tags": [
            "agent",
            "planning"
          ]
        },
        {
          "path": "agents/list-builder.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/agents/list-builder.md",
          "kind": "agent",
          "title": "List Builder",
          "providers": [],
          "tags": [
            "agent",
            "prospecting"
          ]
        },
        {
          "path": "enriching-and-researching.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/enriching-and-researching.md",
          "kind": "guide",
          "title": "Enriching and Researching",
          "providers": [],
          "tags": [
            "enrichment",
            "waterfall",
            "signals"
          ]
        },
        {
          "path": "finding-companies-and-contacts.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/finding-companies-and-contacts.md",
          "kind": "guide",
          "title": "Finding Companies and Contacts",
          "providers": [],
          "tags": [
            "prospecting",
            "search",
            "discovery"
          ]
        },
        {
          "path": "provider-playbooks/adyntel.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/provider-playbooks/adyntel.md",
          "kind": "provider-playbook",
          "title": "Provider Playbook",
          "providers": [],
          "tags": [
            "provider"
          ]
        },
        {
          "path": "provider-playbooks/ai_ark.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/provider-playbooks/ai_ark.md",
          "kind": "provider-playbook",
          "title": "Provider Playbook",
          "providers": [],
          "tags": [
            "provider"
          ]
        },
        {
          "path": "provider-playbooks/allegrow.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/provider-playbooks/allegrow.md",
          "kind": "provider-playbook",
          "title": "Provider Playbook",
          "providers": [],
          "tags": [
            "provider"
          ]
        },
        {
          "path": "provider-playbooks/apify.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/provider-playbooks/apify.md",
          "kind": "provider-playbook",
          "title": "Provider Playbook",
          "providers": [],
          "tags": [
            "provider"
          ]
        },
        {
          "path": "provider-playbooks/attention.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/provider-playbooks/attention.md",
          "kind": "provider-playbook",
          "title": "Provider Playbook",
          "providers": [],
          "tags": [
            "provider"
          ]
        },
        {
          "path": "provider-playbooks/attio.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/provider-playbooks/attio.md",
          "kind": "provider-playbook",
          "title": "Provider Playbook",
          "providers": [],
          "tags": [
            "provider"
          ]
        },
        {
          "path": "provider-playbooks/aviato.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/provider-playbooks/aviato.md",
          "kind": "provider-playbook",
          "title": "Provider Playbook",
          "providers": [],
          "tags": [
            "provider"
          ]
        },
        {
          "path": "provider-playbooks/bettercontact.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/provider-playbooks/bettercontact.md",
          "kind": "provider-playbook",
          "title": "Provider Playbook",
          "providers": [],
          "tags": [
            "provider"
          ]
        },
        {
          "path": "provider-playbooks/bloomberry.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/provider-playbooks/bloomberry.md",
          "kind": "provider-playbook",
          "title": "Provider Playbook",
          "providers": [],
          "tags": [
            "provider"
          ]
        },
        {
          "path": "provider-playbooks/bluesky.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/provider-playbooks/bluesky.md",
          "kind": "provider-playbook",
          "title": "Provider Playbook",
          "providers": [],
          "tags": [
            "provider"
          ]
        },
        {
          "path": "provider-playbooks/bounceban.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/provider-playbooks/bounceban.md",
          "kind": "provider-playbook",
          "title": "Provider Playbook",
          "providers": [],
          "tags": [
            "provider"
          ]
        },
        {
          "path": "provider-playbooks/browserbase.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/provider-playbooks/browserbase.md",
          "kind": "provider-playbook",
          "title": "Provider Playbook",
          "providers": [],
          "tags": [
            "provider"
          ]
        },
        {
          "path": "provider-playbooks/builtwith.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/provider-playbooks/builtwith.md",
          "kind": "provider-playbook",
          "title": "Provider Playbook",
          "providers": [],
          "tags": [
            "provider"
          ]
        },
        {
          "path": "provider-playbooks/cloudflare.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/provider-playbooks/cloudflare.md",
          "kind": "provider-playbook",
          "title": "Provider Playbook",
          "providers": [],
          "tags": [
            "provider"
          ]
        },
        {
          "path": "provider-playbooks/contactout.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/provider-playbooks/contactout.md",
          "kind": "provider-playbook",
          "title": "Provider Playbook",
          "providers": [],
          "tags": [
            "provider"
          ]
        },
        {
          "path": "provider-playbooks/crustdata-v2.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/provider-playbooks/crustdata-v2.md",
          "kind": "provider-playbook",
          "title": "Provider Playbook",
          "providers": [],
          "tags": [
            "provider"
          ]
        },
        {
          "path": "provider-playbooks/crustdata-v3.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/provider-playbooks/crustdata-v3.md",
          "kind": "provider-playbook",
          "title": "Provider Playbook",
          "providers": [],
          "tags": [
            "provider"
          ]
        },
        {
          "path": "provider-playbooks/crustdata.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/provider-playbooks/crustdata.md",
          "kind": "provider-playbook",
          "title": "Provider Playbook",
          "providers": [],
          "tags": [
            "provider"
          ]
        },
        {
          "path": "provider-playbooks/dataforseo.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/provider-playbooks/dataforseo.md",
          "kind": "provider-playbook",
          "title": "Provider Playbook",
          "providers": [],
          "tags": [
            "provider"
          ]
        },
        {
          "path": "provider-playbooks/datagma.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/provider-playbooks/datagma.md",
          "kind": "provider-playbook",
          "title": "Provider Playbook",
          "providers": [],
          "tags": [
            "provider"
          ]
        },
        {
          "path": "provider-playbooks/deepline_ip_to_company.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/provider-playbooks/deepline_ip_to_company.md",
          "kind": "provider-playbook",
          "title": "Provider Playbook",
          "providers": [],
          "tags": [
            "provider"
          ]
        },
        {
          "path": "provider-playbooks/deepline_native.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/provider-playbooks/deepline_native.md",
          "kind": "provider-playbook",
          "title": "Provider Playbook",
          "providers": [],
          "tags": [
            "provider"
          ]
        },
        {
          "path": "provider-playbooks/deeplineagent.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/provider-playbooks/deeplineagent.md",
          "kind": "provider-playbook",
          "title": "Provider Playbook",
          "providers": [],
          "tags": [
            "provider"
          ]
        },
        {
          "path": "provider-playbooks/discolike.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/provider-playbooks/discolike.md",
          "kind": "provider-playbook",
          "title": "Provider Playbook",
          "providers": [],
          "tags": [
            "provider"
          ]
        },
        {
          "path": "provider-playbooks/dropleads.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/provider-playbooks/dropleads.md",
          "kind": "provider-playbook",
          "title": "Provider Playbook",
          "providers": [],
          "tags": [
            "provider"
          ]
        },
        {
          "path": "provider-playbooks/emailbison.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/provider-playbooks/emailbison.md",
          "kind": "provider-playbook",
          "title": "Provider Playbook",
          "providers": [],
          "tags": [
            "provider"
          ]
        },
        {
          "path": "provider-playbooks/emailguard.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/provider-playbooks/emailguard.md",
          "kind": "provider-playbook",
          "title": "Provider Playbook",
          "providers": [],
          "tags": [
            "provider"
          ]
        },
        {
          "path": "provider-playbooks/enformion.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/provider-playbooks/enformion.md",
          "kind": "provider-playbook",
          "title": "Provider Playbook",
          "providers": [],
          "tags": [
            "provider"
          ]
        },
        {
          "path": "provider-playbooks/exa.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/provider-playbooks/exa.md",
          "kind": "provider-playbook",
          "title": "Provider Playbook",
          "providers": [],
          "tags": [
            "provider"
          ]
        },
        {
          "path": "provider-playbooks/findymail.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/provider-playbooks/findymail.md",
          "kind": "provider-playbook",
          "title": "Provider Playbook",
          "providers": [],
          "tags": [
            "provider"
          ]
        },
        {
          "path": "provider-playbooks/firecrawl.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/provider-playbooks/firecrawl.md",
          "kind": "provider-playbook",
          "title": "Provider Playbook",
          "providers": [],
          "tags": [
            "provider"
          ]
        },
        {
          "path": "provider-playbooks/forager.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/provider-playbooks/forager.md",
          "kind": "provider-playbook",
          "title": "Provider Playbook",
          "providers": [],
          "tags": [
            "provider"
          ]
        },
        {
          "path": "provider-playbooks/fullenrich.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/provider-playbooks/fullenrich.md",
          "kind": "provider-playbook",
          "title": "Provider Playbook",
          "providers": [],
          "tags": [
            "provider"
          ]
        },
        {
          "path": "provider-playbooks/generic_http.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/provider-playbooks/generic_http.md",
          "kind": "provider-playbook",
          "title": "Provider Playbook",
          "providers": [],
          "tags": [
            "provider"
          ]
        },
        {
          "path": "provider-playbooks/gong.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-gtm/provider-playbooks/gong.md",
          "kind": "provider-playbook",
          "title": "Provider Playbook",
          "providers": [],
          "tags": [
            "provider"
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        "prompts.json",
        "provider-playbooks/adyntel.md",
        "provider-playbooks/ai_ark.md",
        "provider-playbooks/allegrow.md",
        "provider-playbooks/apify.md",
        "provider-playbooks/attention.md",
        "provider-playbooks/attio.md",
        "provider-playbooks/aviato.md",
        "provider-playbooks/bettercontact.md",
        "provider-playbooks/bloomberry.md",
        "provider-playbooks/bluesky.md",
        "provider-playbooks/bounceban.md",
        "provider-playbooks/browserbase.md",
        "provider-playbooks/builtwith.md",
        "provider-playbooks/cloudflare.md",
        "provider-playbooks/contactout.md",
        "provider-playbooks/crustdata-v2.md",
        "provider-playbooks/crustdata-v3.md",
        "provider-playbooks/crustdata.md",
        "provider-playbooks/dataforseo.md",
        "provider-playbooks/datagma.md",
        "provider-playbooks/deepline_ip_to_company.md",
        "provider-playbooks/deepline_native.md",
        "provider-playbooks/deeplineagent.md",
        "provider-playbooks/discolike.md",
        "provider-playbooks/dropleads.md",
        "provider-playbooks/emailbison.md",
        "provider-playbooks/emailguard.md",
        "provider-playbooks/enformion.md",
        "provider-playbooks/exa.md",
        "provider-playbooks/findymail.md",
        "provider-playbooks/firecrawl.md",
        "provider-playbooks/forager.md",
        "provider-playbooks/fullenrich.md",
        "provider-playbooks/generic_http.md",
        "provider-playbooks/gong.md",
        "provider-playbooks/google_ads_audiences.md",
        "provider-playbooks/hackernews.md",
        "provider-playbooks/heyreach.md",
        "provider-playbooks/hubspot.md",
        "provider-playbooks/hunter.md",
        "provider-playbooks/icypeas.md",
        "provider-playbooks/instantly.md",
        "provider-playbooks/intercom.md",
        "provider-playbooks/ipqs.md",
        "provider-playbooks/kernel.md",
        "provider-playbooks/leadmagic.md",
        "provider-playbooks/lemlist.md",
        "provider-playbooks/limadata.md",
        "provider-playbooks/linkedin_ads_audiences.md",
        "provider-playbooks/lusha.md",
        "provider-playbooks/meta_audiences.md",
        "provider-playbooks/nooks.md",
        "provider-playbooks/openmart.md",
        "provider-playbooks/opensosdata.md",
        "provider-playbooks/openwebninja.md",
        "provider-playbooks/outreach.md",
        "provider-playbooks/parallel.md",
        "provider-playbooks/peopledatalabs.md",
        "provider-playbooks/podscan.md",
        "provider-playbooks/predictleads.md",
        "provider-playbooks/prospeo.md",
        "provider-playbooks/salesforce.md",
        "provider-playbooks/salesforge.md",
        "provider-playbooks/scrapecreators.md",
        "provider-playbooks/sentrion.md",
        "provider-playbooks/serper.md",
        "provider-playbooks/smartlead.md",
        "provider-playbooks/snowflake.md",
        "provider-playbooks/sumble.md",
        "provider-playbooks/theirstack.md",
        "provider-playbooks/trestle.md",
        "provider-playbooks/twitterapi.md",
        "provider-playbooks/upcell.md",
        "provider-playbooks/wiza.md",
        "provider-playbooks/wizleads.md",
        "provider-playbooks/zerobounce.md",
        "recipes/account-orgchart.md",
        "recipes/build-tam.md",
        "recipes/clay-to-deepline.md",
        "recipes/deepline-monitors.md",
        "recipes/deepline-plays.md",
        "recipes/find-qualified-titles.md",
        "recipes/linkedin-url-lookup.md",
        "recipes/portfolio-prospecting.md",
        "recipes/small-business-prospecting.md",
        "references/clay-action-mappings.md",
        "references/clay-extraction.md",
        "references/contact-accuracy.md",
        "references/plays-api-reference.md",
        "references/plays-run-export-inspect-repair.md",
        "references/plays-sdk-reference.md",
        "scripts/clay-extract-bookmarklet.js",
        "scripts/clay-extract-bookmarklet.url.txt",
        "scripts/clay-extract.py",
        "scripts/contact-accuracy-audit.py",
        "scripts/fixtures_contact_accuracy_audit.json",
        "scripts/fixtures_current_role.json",
        "scripts/fixtures_name_validation.json",
        "scripts/flatten-search-contact-persons.py",
        "scripts/select-current-role.py",
        "scripts/validate-emails.py",
        "scripts/validate-linkedin-names.py",
        "skill-metadata.json",
        "SKILL.md",
        "writing-outreach.md"
      ]
    },
    {
      "name": "deepline-monitors",
      "title": "Deepline Monitors",
      "description": "ACCESS-GATED beta. Deepline Monitors are provider event feeds (job posts, email replies, funding, intent) that stream into your warehouse and trigger plays. Only use if you have monitor access: run `deepline monitors status` first; if it reports no access, do NOT use this recipe — tell the user to contact the Deepline team.",
      "type": "archive",
      "url": "./archives/deepline-monitors.tar.gz",
      "digest": "sha256:bf89a9aaca3e2de9a8b90da9a1fb8e864c68967a5933060530189c6cc92f563a",
      "install_surface": "v1",
      "entrypoint": "https://code.deepline.com/.well-known/skills/deepline-monitors/SKILL.md",
      "index_url": "https://code.deepline.com/.well-known/skills/index.json",
      "documents": [
        {
          "path": "SKILL.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-monitors/SKILL.md",
          "kind": "entrypoint",
          "title": "Deepline Monitors",
          "providers": [],
          "tags": [
            "recipe"
          ]
        }
      ],
      "files": [
        "SKILL.md",
        "skill-metadata.json"
      ]
    },
    {
      "name": "deepline-plays",
      "title": "Deepline Plays",
      "description": "Use this skill for any GTM Engineering work in Deepline — prospecting, list-building, account research, contact enrichment, email/phone/LinkedIn lookup, ICP qualification, lead scoring, outreach copy, CSV-driven row work, and verifying enriched data. Triggers on phrases like 'enrich this CSV', 'find contacts at these companies', 'build a TAM list', 'waterfall emails for these leads', 'detect job changes', 'is this data accurate', 'write a sequence for', and on any request that mentions Deepline, plays, or named GTM providers (Crustdata, Hunter, Dropleads, etc.). Use this even when the user does not explicitly say 'GTM' — most CSV-with-leads tasks and most provider-driven enrichment tasks are GTM tasks. SKIP only when the request is a Clay table extraction (use clay-to-deepline) or has no Deepline / outbound / data-enrichment dimension at all.",
      "type": "archive",
      "url": "./archives/deepline-plays.tar.gz",
      "digest": "sha256:405a0c34f92acd5c83d5fe7a4cdf68263b4b1f4ddac918f25493583259883496",
      "install_surface": "v1",
      "entrypoint": "https://code.deepline.com/.well-known/skills/deepline-plays/SKILL.md",
      "index_url": "https://code.deepline.com/.well-known/skills/index.json",
      "documents": [
        {
          "path": "jobs/enriching.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-plays/jobs/enriching.md",
          "kind": "guide",
          "title": "Job Guide",
          "providers": [],
          "tags": [
            "gtm",
            "workflow"
          ]
        },
        {
          "path": "jobs/finding.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-plays/jobs/finding.md",
          "kind": "guide",
          "title": "Job Guide",
          "providers": [],
          "tags": [
            "gtm",
            "workflow"
          ]
        },
        {
          "path": "jobs/writing.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-plays/jobs/writing.md",
          "kind": "guide",
          "title": "Job Guide",
          "providers": [],
          "tags": [
            "gtm",
            "workflow"
          ]
        },
        {
          "path": "references/debugging.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-plays/references/debugging.md",
          "kind": "reference",
          "title": "Reference",
          "providers": [],
          "tags": [
            "cli",
            "debugging"
          ]
        },
        {
          "path": "shared/authoring.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-plays/shared/authoring.md",
          "kind": "guide",
          "title": "Shared Guide",
          "providers": [],
          "tags": [
            "sdk",
            "plays"
          ]
        },
        {
          "path": "shared/correctness.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-plays/shared/correctness.md",
          "kind": "guide",
          "title": "Shared Guide",
          "providers": [],
          "tags": [
            "sdk",
            "plays"
          ]
        },
        {
          "path": "shared/durability.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-plays/shared/durability.md",
          "kind": "guide",
          "title": "Shared Guide",
          "providers": [],
          "tags": [
            "sdk",
            "plays"
          ]
        },
        {
          "path": "shared/reranking.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-plays/shared/reranking.md",
          "kind": "guide",
          "title": "Shared Guide",
          "providers": [],
          "tags": [
            "sdk",
            "plays"
          ]
        },
        {
          "path": "SKILL.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-plays/SKILL.md",
          "kind": "entrypoint",
          "title": "Deepline Plays",
          "providers": [],
          "tags": [
            "sdk",
            "gtm",
            "plays",
            "v2"
          ]
        }
      ],
      "files": [
        "jobs/enriching.md",
        "jobs/finding.md",
        "jobs/writing.md",
        "plays/route-fanout.play.ts",
        "plays/shared/corroboration.ts",
        "plays/shared/rerank-cli.ts",
        "plays/shared/rerank.ts",
        "plays/shared/route-fanout-core.ts",
        "plays/shared/route-fanout-fields.ts",
        "plays/shared/route-fanout-research.ts",
        "plays/shared/route-fanout-search.ts",
        "plays/shared/route-fanout-signals.ts",
        "references/debugging.md",
        "shared/authoring.md",
        "shared/correctness.md",
        "shared/durability.md",
        "shared/reranking.md",
        "skill-metadata.json",
        "SKILL.md"
      ]
    },
    {
      "name": "deepline-plays-review",
      "title": "deepline-plays-review",
      "description": "Use this skill when a human needs to review a Deepline Play result and hand feedback, labels, or approval back to the agent for revision, evaluation, comparison, or bounded iteration. Triggers on “put this run in a Sheet,” “review these results,” “read my feedback,” “make this a standing rule,” “never regress on this case,” “compare these runs,” “keep improving,” or “add the revised run to the same spreadsheet.” Skip ordinary Play authoring or execution with no human review loop, generic spreadsheet work, and one-off CSV export.",
      "type": "archive",
      "url": "./archives/deepline-plays-review.tar.gz",
      "digest": "sha256:e70c1a259768a6248a63729653d9229f54dd6f7adf8a6916b8602e39632cca34",
      "install_surface": "v1",
      "entrypoint": "https://code.deepline.com/.well-known/skills/deepline-plays-review/SKILL.md",
      "index_url": "https://code.deepline.com/.well-known/skills/index.json",
      "documents": [
        {
          "path": "scripts/review-sheet-presentation.mjs",
          "url": "https://code.deepline.com/.well-known/skills/deepline-plays-review/scripts/review-sheet-presentation.mjs",
          "kind": "script",
          "title": "Review Sheet Presentation",
          "providers": [],
          "tags": [
            "script"
          ]
        },
        {
          "path": "SKILL.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-plays-review/SKILL.md",
          "kind": "entrypoint",
          "title": "deepline-plays-review",
          "providers": [],
          "tags": [
            "sdk",
            "gtm",
            "plays",
            "v2"
          ]
        }
      ],
      "files": [
        "agents/openai.yaml",
        "scripts/review-sheet-presentation.mjs",
        "SKILL.md"
      ]
    },
    {
      "name": "deepline-pre-research",
      "title": "deepline-pre-research",
      "description": "Use when the user wants a last30days-style pre-research pass in Deepline: discover the critical public, private, CRM, workflow, social, and web data sources for a research/enrichment job; compare provider coverage; estimate Deepline credit cost; recommend the source plan before building or running the workflow; or build custom language/messaging from buyer, competitor, community, and CRM evidence. Triggers: pre-research, source discovery, provider strategy, research data sources, ScrapeCreators, X/Twitter data, Reddit comments, public and private datasets, CRM data, workflow data, custom language, messaging language, pain language.",
      "type": "archive",
      "url": "./archives/deepline-pre-research.tar.gz",
      "digest": "sha256:e044ddffeaccae4ece35df2d3dccb1bf97d0340d6ac10f27b5637b7fea699239",
      "install_surface": "v1",
      "entrypoint": "https://code.deepline.com/.well-known/skills/deepline-pre-research/SKILL.md",
      "index_url": "https://code.deepline.com/.well-known/skills/index.json",
      "documents": [
        {
          "path": "references/fanout-consolidation.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-pre-research/references/fanout-consolidation.md",
          "kind": "guide",
          "title": "Fanout And Consolidation",
          "providers": [],
          "tags": [
            "search",
            "dedupe",
            "evaluation",
            "source-discovery"
          ]
        },
        {
          "path": "references/last30days-gtm-corpus.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-pre-research/references/last30days-gtm-corpus.md",
          "kind": "guide",
          "title": "Last30Days GTM Corpus",
          "providers": [],
          "tags": [
            "gtm",
            "logs",
            "datasets",
            "source-discovery"
          ]
        },
        {
          "path": "references/query-design.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-pre-research/references/query-design.md",
          "kind": "guide",
          "title": "Query Design",
          "providers": [],
          "tags": [
            "search",
            "query-design",
            "source-discovery"
          ]
        },
        {
          "path": "references/source-map.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-pre-research/references/source-map.md",
          "kind": "guide",
          "title": "Source Map",
          "providers": [
            "serper",
            "exa",
            "parallel",
            "firecrawl",
            "apify",
            "salesforce",
            "hubspot",
            "attio",
            "snowflake"
          ],
          "tags": [
            "providers",
            "sources",
            "cost",
            "crm"
          ]
        },
        {
          "path": "scripts/evaluate_examples.py",
          "url": "https://code.deepline.com/.well-known/skills/deepline-pre-research/scripts/evaluate_examples.py",
          "kind": "script",
          "title": "Side-By-Side Coverage Evaluator",
          "providers": [],
          "tags": [
            "evaluation",
            "last30days",
            "coverage"
          ]
        },
        {
          "path": "scripts/evaluate_public_private_corpus.py",
          "url": "https://code.deepline.com/.well-known/skills/deepline-pre-research/scripts/evaluate_public_private_corpus.py",
          "kind": "script",
          "title": "Evaluate Public Private Corpus",
          "providers": [],
          "tags": [
            "script"
          ]
        },
        {
          "path": "scripts/query_design.py",
          "url": "https://code.deepline.com/.well-known/skills/deepline-pre-research/scripts/query_design.py",
          "kind": "script",
          "title": "Query Design Planner",
          "providers": [],
          "tags": [
            "search",
            "query-design",
            "fanout"
          ]
        },
        {
          "path": "SKILL.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-pre-research/SKILL.md",
          "kind": "entrypoint",
          "title": "Deepline Pre-Research",
          "providers": [],
          "tags": [
            "research",
            "provider-strategy",
            "source-discovery",
            "gtm"
          ]
        },
        {
          "path": "THIRD_PARTY_NOTICES.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-pre-research/THIRD_PARTY_NOTICES.md",
          "kind": "notice",
          "title": "Third-Party Notices",
          "providers": [],
          "tags": [
            "license",
            "attribution",
            "notices"
          ]
        }
      ],
      "files": [
        "references/fanout-consolidation.md",
        "references/last30days-gtm-corpus.md",
        "references/query-design.md",
        "references/source-map.md",
        "scripts/evaluate_examples.py",
        "scripts/evaluate_public_private_corpus.py",
        "scripts/query_design.py",
        "skill-metadata.json",
        "SKILL.md",
        "THIRD_PARTY_NOTICES.md"
      ]
    },
    {
      "name": "deepline-quickstart",
      "title": "deepline-quickstart",
      "description": "Run a quick Deepline demo recipe to show the user how Deepline works.",
      "type": "archive",
      "url": "./archives/deepline-quickstart.tar.gz",
      "digest": "sha256:53102fced9e38c6eaabc7870460a0876d48408c5c5e55f313df546a1f3a9d2a8",
      "install_surface": "v1",
      "entrypoint": "https://code.deepline.com/.well-known/skills/deepline-quickstart/SKILL.md",
      "index_url": "https://code.deepline.com/.well-known/skills/index.json",
      "documents": [
        {
          "path": "SKILL.md",
          "url": "https://code.deepline.com/.well-known/skills/deepline-quickstart/SKILL.md",
          "kind": "entrypoint",
          "title": "Deepline Quickstart Demo",
          "providers": [
            "dropleads"
          ],
          "tags": [
            "quickstart",
            "demo",
            "prospecting"
          ]
        }
      ],
      "files": [
        "skill-metadata.json",
        "SKILL.md"
      ]
    },
    {
      "name": "find-qualified-titles",
      "title": "Find Qualified Titles (company_titles -> ICP filter -> contacts)",
      "description": "Use when finding real role-holders at known company domains from an ICP, especially prompts like 'find all job titles at these companies', 'find qualified titles', 'find RevOps or marketing-ops buyers', or when exact title discovery should precede paid people search.",
      "type": "archive",
      "url": "./archives/find-qualified-titles.tar.gz",
      "digest": "sha256:439d3129b0e2c48e163e6dcd58ecf3ea357464d338bf780b575751f62d5013cf",
      "install_surface": "v1",
      "entrypoint": "https://code.deepline.com/.well-known/skills/find-qualified-titles/SKILL.md",
      "index_url": "https://code.deepline.com/.well-known/skills/index.json",
      "documents": [
        {
          "path": "SKILL.md",
          "url": "https://code.deepline.com/.well-known/skills/find-qualified-titles/SKILL.md",
          "kind": "entrypoint",
          "title": "Find Qualified Titles (company_titles -> ICP filter -> contacts)",
          "providers": [],
          "tags": [
            "recipe"
          ]
        }
      ],
      "files": [
        "SKILL.md",
        "skill-metadata.json"
      ]
    },
    {
      "name": "linkedin-url-lookup",
      "title": "LinkedIn URL Lookup",
      "description": "Resolve LinkedIn profile URLs from name + company with strict identity validation to avoid false positives.",
      "type": "archive",
      "url": "./archives/linkedin-url-lookup.tar.gz",
      "digest": "sha256:dab5aa6b850553639c146e9a97a0c87a6497f7cb5f9905de2ceb84fc3fa106b5",
      "install_surface": "v1",
      "entrypoint": "https://code.deepline.com/.well-known/skills/linkedin-url-lookup/SKILL.md",
      "index_url": "https://code.deepline.com/.well-known/skills/index.json",
      "documents": [
        {
          "path": "SKILL.md",
          "url": "https://code.deepline.com/.well-known/skills/linkedin-url-lookup/SKILL.md",
          "kind": "entrypoint",
          "title": "LinkedIn URL Lookup",
          "providers": [],
          "tags": [
            "recipe"
          ]
        }
      ],
      "files": [
        "SKILL.md",
        "skill-metadata.json"
      ]
    },
    {
      "name": "niche-signal-discovery",
      "title": "niche-signal-discovery",
      "description": "Discover niche first-party signals that differentiate Closed Won vs Closed Lost accounts for ICP analysis. Use when the user provides won/lost customer domain lists and wants differential signals (website content, job listings, tech stack, maturity markers) to build account scoring models and prospecting criteria. Triggers: ICP analysis, niche signals, won vs lost analysis, differential signals, signal discovery, ICP signal report, account scoring signals, lead scoring, first-party signals, buyer signals. Before reading this file, first read deepline-gtm to understand the Deepline CLI tool and how to use it. Then read this file for guidance on the task.",
      "type": "archive",
      "url": "./archives/niche-signal-discovery.tar.gz",
      "digest": "sha256:1714fdaf926dfea6395107a0590216b0451fe411b86a8d3f24b72fce1ba299db",
      "install_surface": "v1",
      "entrypoint": "https://code.deepline.com/.well-known/skills/niche-signal-discovery/SKILL.md",
      "index_url": "https://code.deepline.com/.well-known/skills/index.json",
      "documents": [
        {
          "path": "references/dedupe.md",
          "url": "https://code.deepline.com/.well-known/skills/niche-signal-discovery/references/dedupe.md",
          "kind": "guide",
          "title": "Dedupe Against Existing List",
          "providers": [],
          "tags": [
            "prospecting",
            "dedupe"
          ]
        },
        {
          "path": "references/keyword-catalog.md",
          "url": "https://code.deepline.com/.well-known/skills/niche-signal-discovery/references/keyword-catalog.md",
          "kind": "guide",
          "title": "Keyword Catalog",
          "providers": [],
          "tags": [
            "signals"
          ]
        },
        {
          "path": "references/pitfalls.md",
          "url": "https://code.deepline.com/.well-known/skills/niche-signal-discovery/references/pitfalls.md",
          "kind": "guide",
          "title": "Common Pitfalls",
          "providers": [],
          "tags": [
            "signals",
            "troubleshooting"
          ]
        },
        {
          "path": "references/proven-signals.md",
          "url": "https://code.deepline.com/.well-known/skills/niche-signal-discovery/references/proven-signals.md",
          "kind": "guide",
          "title": "Proven Signal Patterns",
          "providers": [],
          "tags": [
            "signals",
            "scoring"
          ]
        },
        {
          "path": "references/quality-gate.md",
          "url": "https://code.deepline.com/.well-known/skills/niche-signal-discovery/references/quality-gate.md",
          "kind": "guide",
          "title": "Quality Gate",
          "providers": [],
          "tags": [
            "enrichment",
            "qa"
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