code.deepline.com

Deprecated alias. This skill was renamed to deepline-scoring. Use when a user or script still invokes /niche-signal-discovery: immediately load and follow the deepline-scoring skill instead. 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.

Build a Total Addressable Market list: size the audience, source companies from ICP filters, then find contacts at those companies at scale.

Find companies backed by a specific investor or accelerator, then find contacts and build personalized outbound.

Retired. Reporting feedback and sharing a session are documented by the CLI itself: run deepline feedback send --help and deepline sessions send --help. Kept only so installed CLIs that still list this skill keep syncing.

Convert a Clay table, or a whole Clay workspace via the Clay CLI, into Deepline plays. Handles extraction, documentation, action mapping, play generation, and cell-level parity validation against Clay ground truth.

Retired. LinkedIn URL lookup is part of deepline-gtm. Kept only so installed CLIs that still list this skill keep syncing.

Run a quick Deepline demo with a maintained Play.

GTM leads, enrichment, outreach, Plays, developer signals/Reo.dev. Providers: adyntel,affinity,aiark,akta,allegrow,amplemarket,apify,attention,attio,aviato,bettercontact,bigquery,bluesky,bounceban,brave,browserbase,builtwith,buyercaddy,cbinsights,clay,clickhouse,cloudflare,contactout,contextdev,crunchbase,crustdata-v3,customerdb,databricks,dataforseo,datagma,dealroom,deeplineiptocompany,deeplinenative,deeplineagent,deepseek,discolike,dnb,edges,emailbison,emailguard,enformion,enigma,exa,findymail,firecrawl,fireflies,firmable,forager,fullenrich,fundable,generichttp,getleads,gong,googleadsaudiences,googleworkspace,govfiles,grain,hackernews,harvestapi,heyreach,hubspot,hunter,icypeas,instantly,intercom,ipqs,kaspr,kernel,kickbox,leadmagic,lemlist,limadata,linkedinadsaudiences,luma,lusha,metaaudiences,millionverifier,nooks,notion,openmart,opensosdata,openwebninja,outreach,parallel,particle,peopledatalabs,pitchbook,podscan,polymarket,postgres,predictleads,prospeo,quickenrich,rapid

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 snowflakegetsemanticlayer / snowflakerunsemanticquery. Skip prospecting, enrichment, contact finding, outbound, or personalization workflows; use deepline-gtm for those.

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.

Deprecated alias. Play work is now part of deepline-gtm, and the CLI documents plays itself. Use when a user or script still invokes /deepline-plays: immediately load and follow the deepline-gtm skill instead. Triggers: play, plays, workflow, waterfall, webhook, cron.

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.

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.

Deprecated alias. This skill was renamed to deepline-research. Use when a user or script still invokes /deepline-pre-research: immediately load and follow the deepline-research skill instead. 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.

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.

Build, publish, and verify a Deepline Play as a durable state machine over Customer DB tables, including a small paid pilot. Invoke this skill explicitly when the user asks to build an engine.

Use when discovering niche signals, auditing ICP or won/lost evidence, rescoring accounts, or building account and lead scoring Plays. Triggers on fit scoring, engagement scoring, backtesting, holdout evaluation, predictive lift, external proxies, and scoring leakage. Skip pure outreach copy or contributor skill installation tasks.

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.

Create a cloud Deepline workflow that runs on a recurring cron schedule or via webhook, inspect it, and validate trigger behavior end to end.

Find public community language, market signals, launch feedback, and technical discussion across X/Twitter, Bluesky, Hacker News, and other public social sources.

Build an interactive account org chart, leadership map, buying committee, or manager/report neighborhood around a person. Use for decision makers, reporting-line candidates, stakeholder mapping, and warm intro paths. Skip standalone email lookup and unrelated cross-company prospecting.

[DEPRECATED — use deepline-gtm] Use this skill for GTM prospecting, enrichment, qualification, and outbound workflows, especially when users mention Deepline, CSV processing, lead/account/contact research, waterfall enrichment, email or LinkedIn lookup, personalization, scoring, or campaign activation. Route CSV-heavy and provider-driven requests through this skill, then rely on linked sub-docs and provider playbooks for execution details. Available providers: adyntel, aiark, apify, apollo, attio, bettercontact, bloomberry, builtwith, cloudflare, contactout, crustdata, crustdata-v2, customerdb, dataforseo, datagma, deeplinenative, deeplineagent, discolike, dropleads, exa, findymail, firecrawl, forager, fullenrich, generichttp, heyreach, hubspot, hunter, icypeas, instantly, ipqs, leadmagic, lemlist, linkedinadsaudiences, linkedinscraper, lusha, openwebninja, parallel, peopledatalabs, predictleads, prospeo, rocketreach, salesforce, serper, slack, smartlead, snowflake, theirstack,

Interview a user to discover a concrete GTM problem or manual task, recommend the right installed Deepline skill, prebuilt Play, recipe, or tool, confirm the plan and org, then start the chosen workflow. Use only when the user explicitly invokes deepline-start.

Use for CRM audits, duplicate detection, missing or stale fields, job changes, domain checks, acquisitions, parent-child relationships, repair plans, prevention, monitoring, and evaluation. Supports HubSpot, Salesforce, Attio, and mapped exports. Start with read-only analysis. Skip outreach writing, CRM interface design, and unrelated analysis.

Use for Deepline SDK/CLI V2 GTM work: route, build, run, debug, and export durable plays; find companies or contacts; enrich email, phone, LinkedIn, or custom signals; migrate Clay-like tables; configure cron/webhook/API plays; control Deepline spend; and recover from play/tool shape failures. Triggers on deepline CLI work, CSV enrichment, prospecting, waterfalls, outbound lists, provider routing, play authoring, SDK V2 syntax, staleAfterSeconds, datasets, and eval-style GTM tasks.

Use this skill when a Deepline Play needs human review, evaluation against golden labels, or bounded iterative improvement. Triggers on “put this run in a Sheet,” “review these results,” “read my feedback,” “compare this run to the golden set,” “evaluate this play,” “optimize this play,” or “add the revised run to the same spreadsheet.” It covers fresh Google Sheets feedback reads, durable Play Dataset exports, golden-set discipline, and safe iteration through deepline tools execute. Skip ordinary CSV export with no review or evaluation loop.