Buying signal scoring
You track buying signals and need to decide which ones deserve outreach today.
You get Signal catalogue with weights · Daily ranked action list · Play per signal
Open-source skills that teach your AI agent to prospect, write cold email and LinkedIn outreach, protect deliverability, handle replies, run deals and report like your best operator. Install in one line, free forever.
Works in
SignalsBuying signal scoringYou track buying signals and need to decide which ones deserve outreach today.
Cold EmailCold email writerYou need to write a B2B cold email that gets replies.Open skill
Deals & PipelineDeal qualification (MEDDICC)You need to qualify a B2B deal or check its health.Open skill
DeliverabilityDeliverability auditCold emails land in spam or reply rates suddenly drop.Open skill
Enablement & LeadershipGTM global rulesAn agent is about to do any go-to-market work that touches real prospects, customers, a CRM,…Open skillAdd the whole library to Claude Code as a plugin, pull a single skill into Codex or Cursor, or download a .zip for Claude.ai. Skills update as the library grows.
/plugin marketplace add prosyo-ai/gtm-skill/plugin install gtm-skills@prosyoInstalls every skill as one plugin and keeps them updated.
npx skills add prosyo-ai/gtm-skillWorks with Claude Code, Codex, Cursor, Gemini CLI, Windsurf and other agents that read SKILL.md files. Add -a codex to target one agent.
Open any skill and download its .zip, then upload it in Claude under Settings, Capabilities, Skills.
You track buying signals and need to decide which ones deserve outreach today.
You get Signal catalogue with weights · Daily ranked action list · Play per signal
You need to write a B2B cold email that gets replies.
You get Three email variants · Subject lines · Why each angle works
You need to qualify a B2B deal or check its health.
You get MEDDICC scorecard · Confirmed vs assumed · Gap list
Cold emails land in spam or reply rates suddenly drop.
You get Ranked problems · Fix plan · Recovery timeline
An agent is about to do any go-to-market work that touches real prospects, customers, a CRM, an inbox or a sending account: writing outreach, enriching lists,…
You get Operating rules the agent applies to every GTM task · Pre-flight checklist
You need to define or sharpen an ideal customer profile (ICP) for B2B sales: starting outbound, the reply rate is low, the pipeline is full of…
You get One-page ICP · Disqualifiers · List-building filters
You need a LinkedIn outreach sequence that starts conversations instead of collecting ignored pitches.
You get Message sequence with timing · Reply branches · Exit rules
Outbound replies need triage and answers.
You get Classified replies · Priority and next action · Draft responses
You run account-based marketing or sales on a short list of named accounts.
You get ABM tiers · Account insight and value hypothesis · Play plan by stage
You need to research a target company before outreach, a first call or an account plan.
You get One-page account brief · Trigger events with sources · Three outreach angles
You need to decide which accounts get the most effort.
You get Tiered account list · Score breakdown · Effort rules per tier
You want your brand recommended and cited by AI assistants and answer engines (ChatGPT, Claude, Gemini, Perplexity, AI Overviews).
You get Question map · Current answer audit · Page rewrites
You want to close the loop with a prospect who has not replied after several touches, or a deal that went silent.
You get Break-up email · One-word reply option · Nurture next step
You need B2B buyer personas that sales and marketing will actually use: before writing outreach to a new title, when messaging feels generic, or when a…
You get One persona card per role · Message angles · Do-not-say list
A B2B deal or target account needs more than one contact.
You get Committee map · Coverage score · Multi-threading plan
A manager or rep wants feedback on sales calls.
You get Scorecard · Quoted moments · One focus skill
You need to understand how outbound campaigns are performing and what to change.
You get Funnel per campaign · Diagnosis · Benchmarks
You need a B2B customer case study or success story that sales can use.
You get Interview guide · Full case study · Sales one-pager
You want to revive closed-lost deals and old opportunities.
You get Prioritised reactivation list · What changed per deal · Reactivation messages
You need a B2B cold call script or talk track.
You get Call script · Objection responses · One-page call card
You need a complete cold email sequence (cadence) for a campaign.
You get Full sequence with timing · All emails and subject lines · Exit rules
You need a comparison or alternatives page that ranks and converts.
You get Full comparison page · Criteria table · FAQ with schema
Reps need a one-page battlecard to win against a specific competitor.
You get One-page battlecard · Objection responses · Landmine questions
You need to understand a competitor well enough to beat them: a deal is going head to head, a new competitor appeared, positioning needs a refresh,…
You get Competitor teardown · Where to compete and avoid · Win themes
CRM data is messy and reports cannot be trusted.
You get Issue inventory with counts · Impact ranking · Cleanup plan
You have a discovery or first sales call coming up and want to run it well.
You get One-page call plan · Question list · Next-step ask
You set up new domains or mailboxes for cold email and need a warm-up plan.
You get Setup checklist · Week-by-week ramp · Health gates
You want an honest review of outreach copy before sending.
You get Scorecard · Line-by-line notes · Rewrite
You need to turn a conference, trade show, webinar or roundtable into pipeline.
You get Pre-event outreach · Lead groups · Follow-up messages by group
You want to grow revenue from existing customers.
You get Scored expansion list · Whitespace map · Evidence per account
You need personalised first lines (icebreakers) for cold emails or LinkedIn messages at scale.
You get One opener per lead · Source per line · Quality grade
You need to follow up after no reply, after a meeting, after a proposal or after a prospect went quiet.
You get Diagnosis · Follow-up email · Next step if no reply
A target company announces a funding round, acquisition or major investment and you want to reach out.
You get Use-of-funds map · Contact and timing · Outreach sequence
A target company is hiring for roles your product supports or replaces.
You get Signal verdict · Pain map from the listing · Contact choice
A contact changes jobs: a champion or happy user joins a new company, a new leader starts at a target account, or a key contact leaves…
You get Play choice · Messages with timing · Account risk note
You need a B2B lead list for outbound.
You get Segmented lead list · Filter recipe · Exclusion report
You need a B2B lead magnet that attracts real buyers, not just downloads.
You get Lead magnet concept and draft · Landing page copy · Follow-up sequence
You need a lead scoring model that sales trusts: inbound leads pile up unworked, marketing and sales argue about MQL quality, or reps chase the wrong…
You get Fit and engagement scoring tables · Handoff threshold · SLA
You want to use LinkedIn comments to get noticed by target buyers before reaching out.
You get Who to follow · Daily routine · Comment drafts
You need LinkedIn connection request notes that get accepted.
You get Connection note variants · No-note recommendation where better
You need LinkedIn posts that build pipeline, not just likes.
You get Post drafts in two or three formats · Hooks · Content plan
A seller, founder or SDR needs a LinkedIn profile that converts prospects instead of reading like a resume.
You get New headline options · About section · Featured and banner plan
A prospect or contact list needs cleaning before outreach or import.
You get Clean send-ready list · Cleaning report · Rows needing review
You want more accounts like your best customers.
You get Ranked lookalike accounts · Match reasons · Reference customer per account
A prospect shows interest and you need to turn it into a booked, confirmed meeting.
You get Booking reply · Calendar invite · Confirmation
One message does not fit every buyer and you need messaging by persona, industry or stage.
You get Persona by message matrix · Ready-to-use lines per channel · Words to use and avoid
You need an outbound cadence that combines email, LinkedIn, phone and video so each touch builds on the last.
You get Day-by-day cadence · Copy per touch · Capacity plan
A B2B deal needs a shared plan to get from evaluation to signature and go-live.
You get Mutual action plan · Critical path · Champion email
A prospect misses a booked meeting or keeps rescheduling.
You get No-show sequence · Rebooking message · Diagnosis and fixes
A prospect raises an objection in a reply, on a call or in a deal.
You get Diagnosis · Response per channel · Objection library entry
You want to test what works in outbound instead of guessing.
You get Test plan with hypothesis · Sample size and split · Decision rule
You need to turn a revenue or pipeline target into outbound activity.
You get Reverse funnel · Activity per rep per day · Headcount need
A manager or founder needs to review the sales pipeline and forecast.
You get Coverage and health summary · Deal risk table · Forecast
People engage with LinkedIn posts (yours, your team's, a competitor's or an industry voice's) and you want to turn that engagement into conversations.
You get Filtered and ranked engagers · Connection notes · Follow-up messages
A proposal or quote has been sent and the buyer has gone quiet or is stalling.
You get Stall diagnosis · Follow-up sequence · Escalation and close plan
You need to research a specific person before reaching out or meeting them.
You get Person brief · Sourced hooks · Email opener
You want introductions and referrals from happy customers, partners or your network.
You get Who to ask and when · Specific ask · Forwardable blurb
You hire SDRs or BDRs and need them productive fast.
You get Week-by-week plan · Certification gates · Ramp targets
You need to know how many mailboxes, domains and LinkedIn accounts a meeting target requires, or how much a team can safely send.
You get Contacts and sends needed · Mailboxes domains and accounts needed · Ramp timeline
You need a B2B SEO content brief that a writer can turn into a page that ranks and converts.
You get Content brief · Outline with headings · Questions and entities
A seller or founder wants a repeatable daily LinkedIn social selling routine that fits in 30-45 minutes.
You get Daily routine · Weekly plan · Targets
You need to set up or fix SPF, DKIM and DMARC for a sending domain.
You get Sender inventory · Exact DNS records · DMARC rollout plan
You need cold email subject lines that get opened and do not look like marketing.
You get Subject line options by pattern · Risk notes · Test plan
You need a credible market size for a B2B product: a board or investor deck, territory planning, deciding which segment to attack, or checking whether outbound…
You get Bottom-up TAM SAM SOM · Assumption table · Accounts per segment
You need a sharp B2B value proposition.
You get One-liner · Value paragraph · Three pillars with proof
You want to use short personalised videos in outbound.
You get Video script with screen directions · Thumbnail idea · Carrier email
You need sales voicemails and LinkedIn voice notes that get remembered.
You get Voicemail scripts · Voice note scripts · Delivery tips
You know which companies visited your website and want to follow up without being creepy.
You get Ranked visitor accounts · Contact per account · Topic-matched outreach
You want to learn why deals are won and lost.
You get Win and loss patterns · Real vs stated reasons · Recommendations by team
No skill for that yet
Try a broader word, clear the filters, or ask for it. Requests shape what we build next.
Every skill follows the same eight rules, and every contribution is reviewed against them before it is published.
Skills research, score and draft on their own. Sending, scheduling, deleting and bulk changes wait for your yes.
Every personal line has a source. Customer names and results come only from what you approve.
Opt-outs honoured everywhere, privacy rules followed, and no creepy references to what someone viewed.
Safe sending volumes, ramp gates on bounces and complaints, and no tricks that dodge spam filters.
Sample sizes stated, assumptions labelled, and no winners called on noise.
Skills describe the work, not a vendor’s buttons, so they run with whatever CRM and tools you use.
No skill sends prospect or customer data anywhere you do not own, and none asks for passwords.
Each skill spells out what good looks like and the common mistake, so the output reads like your best rep wrote it.
One command adds the library to Claude Code, Codex, Cursor or any agent that reads skills.
npx skills add prosyo-ai/gtm-skillDescribe the job. The agent loads the right skill on its own and asks for anything it is missing.
You get the work plus the reasoning behind it, held to the skill’s quality bar. Nothing goes out until you say so.
Paste this into Claude, Codex or any agent. It interviews you about your play, writes the skill in the house format, checks it and opens the pull request. Once it is merged, it shows up here with your name on it.
Fetch https://raw.githubusercontent.com/prosyo-ai/gtm-skill/main/AGENTS.md and follow its submission flow. Interview me about my GTM play (the real numbers, rubrics and examples), draft it in their format with reference pages, validate it and open the pull request.
GTM skills are instructions that teach an AI agent how to run go-to-market work the way a strong operator would: building an ICP, writing cold email, handling replies, reviewing pipeline and more. This library has 69 of them, each a SKILL.md file with the play, the judgment behind it and the rules it follows.
A skill is a folder with a SKILL.md file (and optional reference pages) that Claude loads when a task matches its description. It gives Claude a proven way to do one job, so the output is consistent instead of improvised.
Run /plugin marketplace add prosyo-ai/gtm-skill, then /plugin install gtm-skills@prosyo. Every skill installs and stays up to date. To add a single skill to any agent, run npx skills add prosyo-ai/gtm-skill –skill <name>.
Yes. Skills are plain Markdown with no vendor lock-in. Codex, Cursor, Gemini CLI, Windsurf and 40+ other agents read SKILL.md files natively; in any other assistant, paste the file in as instructions.
Every skill follows the same global rules: nothing is sent, scheduled or bulk-edited without a person approving it, no facts or personalization are invented, opt-outs are honoured and no data leaves for third parties. Each one is reviewed before it is published.
Yes. The whole library is open source under the MIT license. Use the skills commercially, adapt them to your market, and share them with your team.
Ask your AI agent to follow the submission guide in the repository: it interviews you about your play, drafts the skill in the house format, checks it and opens the pull request. Once merged, your skill appears here with your name on it.
Penny, the Prosyo AI SDR, finds your buyers, writes from what they actually posted, follows up on LinkedIn and email and lands every reply in one inbox with an answer ready. 7 days free, no card.