Extract leads from conferences, meetups, hackathons, and podcasts by analyzing speaker lists, sponsor lists, hackathon entries, and podcast guests. Discovers events via Sessionize, Confs.tech, Meetup, Luma, ListenNotes, and Devpost. Looks back 90 days and forward 180 days.
SkillScore73Maintained
Automatic
◆Sales & GTM pack
Last verified 8/16/2026
What it changes
Passed 15 of 20 test cases with the skill, and 5 of 20 without it.
Without skill23%
With skill73%
Checks it passed that the model alone missed
Assign Meetup Attendee a score of 5
Assign Conference Speaker a score of 9
Include event_name in output dataset columns
and 16 more in the full report
11 fixed5 passed either way6 still failing0 broke
Pass-rate lift
+50 pp
Tokens
+141%
Agent turns
0%
Response time
-45%
Model gemini-3.6-flashMeasured 8/16/2026v116 of 22 cases passed with skill · 20 comparable
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 11
Prompt
We want to extract podcast guests who discussed infrastructure scaling. What API key environment variable is required for ListenNotes podcast searching, and what is its free tier monthly request quota?
What was checked, without and with the skill
Checked
Without skill
With skill
Set the ListenNotes API key in .env as LISTENNOTES_API_KEY
Missed
Passed
State the ListenNotes free tier allowance of 300 requests per month
Passed
Passed
case-15 · gemini-3.6-flash · 8/16/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md354 lines2 filesincludes scripts
Event Signals
Extract leads from the conference and events ecosystem. Events represent public declarations of priorities — a VP speaking about "scaling our infrastructure" is a stronger signal than a Reddit comment, and a company sponsoring a conference category has committed real budget.
When to Use
User wants to find leads from conferences, meetups, or developer events
User wants speaker lists, sponsor lists, or attendee data from events
User mentions KubeCon, AWS re:Invent, DevOpsDays, or any industry conference
User wants to find people who spoke or presented about relevant topics
User asks about hackathon participants using relevant technologies
User wants podcast guests who discussed relevant challenges
User describes prospects who attend industry events or speak at conferences
Prerequisites
Python 3.9+ with requests and optionally python-dotenv
Apify API token in .env (for Meetup and Luma — optional)
ListenNotes API key in .env as LISTENNOTES_API_KEY (for podcast search — optional, free tier gives 300 req/mo)
Working directory: the project root containing this skill
Phase 1: Collect Context
Step 1: Gather Product & ICP Information
If not already available from prior skills:
"To find the right event-based leads, I need:
What does your product do? (one-liner)
What industry/vertical are you in? (this determines which conferences matter)
What technologies or keywords are in your space?
Who is your ideal buyer? (their role, what conferences they'd attend)
Any specific conferences or events you know about? (names, URLs)
Are you registered on Luma or Meetup for any events? (if yes, we may be able to access attendee lists)"
Phase 2: Discover Relevant Events
This is the most agent-driven phase. The agent must actively research to find the right events.