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
Use this whenever someone you know, or someone who matters, starts a new job. Former champions convert to meetings at several times the rate of cold contacts because trust travels with them.
Use it when 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 a customer.
“Maria, our champion at Contoso, just became VP Ops at Fabrikam. Write the play.”
What happens when you ask your agent with this skill installed. Every step below comes straight from the skill.
Maria, our champion at Contoso, just became VP Ops at Fabrikam. Write the play.
job-change-playsReady for your review. Nothing is sent or changed until you approve.
What good looks like
What you bring
What you get
Use this whenever someone you know, or someone who matters, starts a new job. Former champions convert to meetings at several times the rate of cold contacts because trust travels with them.
They liked your product before, so the job is to reconnect, not to pitch.
New leaders review processes and tools in their first 90 days and want early wins.
The account is now at risk; a quarter of churn traces back to a lost champion.
Read references/job-change-messages.md for message templates for each play and stage.
Week 1-3, LinkedIn, no ask
Maria, congrats on Fabrikam. The way you rolled out the new scheduling process at Contoso is still the example we use with new customers. Hope the first weeks are going well.
Day 30-60, email
Subject: Fabrikam and the scheduling mess
Hi Maria, now that you have had a month at Fabrikam: is shift scheduling as messy there as it was at Contoso before you fixed it?
A lot changed since you last used us, including the forecasting you asked for. Happy to show you in 20 minutes if it is useful, or just compare notes.
Day 14-30, email, soft
Subject: first 90 days in sales ops
Hi Dev, most RevOps leaders we work with spend their first quarter on two things: trusting the pipeline data and cutting tools nobody uses. Here is the checklist a few of them use for the first one. No strings.
Day 30-60, email, specific
Hi Dev, one thing that stood out on Lumen’s careers page: three SDR roles opening at once. When Northwind did the same last year, list building became the bottleneck before hiring did. They now spend about half the time on it. Worth a look before the new reps start?
Internal alert
Account: Northwind (customer, renews in 5 months, $42k)
Change: Priya Shah (champion, admin) left on <date> for Lumen
Risk: high - she ran onboarding and owned the budget request
Next most engaged: Tom Becker (12 logins in 30 days)
Actions: AM intro to Tom this week; offer team refresher; run Play 1 on Priya
To the next most engaged user
Hi Tom, with Priya moving on, I wanted to make sure you have everything you need. Would a 30-minute session for the team on the reports she set up be useful? We can also hand admin rights over cleanly.
Once the skill is installed, plain requests like these load it automatically. Swap in your own company, buyer and numbers.
“Maria, our champion at Contoso, just became VP Ops at Fabrikam. Write the play.”
“A new CRO started at one of our Tier 1 targets. Plan the first 60 days of outreach.”
“Our main user at Northwind left. What do we do this week?”
Use this whenever someone you know, or someone who matters, starts a new job. Former champions convert to meetings at several times the rate of cold contacts because trust travels with them. You get: play choice, messages with timing, account risk note.
Use it when 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 a customer.
Run /plugin marketplace add prosyo-ai/gtm-skill and then /plugin install gtm-skills@prosyo to add the whole library, or run npx skills add prosyo-ai/gtm-skill –skill job-change-plays for this skill alone. In Claude.ai, download the .zip from this page and upload it under Settings, Capabilities, Skills.
Have these ready: job change alert, relationship history, account status. If something is missing, the skill tells the agent to ask for it rather than guess.
Yes. The skill is a plain SKILL.md file with no vendor lock-in. Agents that load skills natively (Claude Code, Claude.ai, Codex, Cursor, Gemini CLI and others) pick it up automatically; anywhere else, paste the file into the conversation as instructions.
No. Every skill in the library drafts, researches and analyses, and waits for a person to approve anything that sends, schedules or changes records in bulk. Your inbox, CRM and accounts stay under your control.
Yes. It is free and MIT-licensed. Copy it, adapt it to your market and voice, and if you improve it, open a pull request so everyone gets the better version.
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.
The skill gives your agent the playbook. Penny, the Prosyo AI SDR, runs plays like this for you every day across LinkedIn and email.
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.