Agent skill

Webinar To Qualified Pipeline

by swan-gtm in swan-gtm/gtm-skills

Use this skill after a B2B webinar has registrations or engagement data but before treating every registrant as a sales lead.

MITAuto-check passed

Install Webinar To Qualified Pipeline

skills CLI
$ npx skills add swan-gtm/gtm-skills --skill webinar-to-qualified-pipeline -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install swan-gtm/gtm-skills webinar-to-qualified-pipeline --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/swan-gtm/gtm-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/gerrit-kesten/webinar-to-qualified-pipeline .claude/skills/webinar-to-qualified-pipeline && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
webinar-to-qualified-pipeline
GitHub stars
172
Token cost
~1.5k tokens
SKILL.md length
708 words
Files
5 (incl. references)
Skills in repo
32
Repo updated
First seen
Licence
MIT

At a glance

Use this skill after a B2B webinar has registrations or engagement data but before treating every registrant as a sales lead.

  • Works in 6 steps: registration; → attended live, watched replay, or no-show; → meaningful engagement; → …
  • SKILL.md covers Define the commercial job, Reconcile identities and states, Score fit and intent separately and Use questions as buying evidence, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Webinar To Qualified Pipeline is an agent skill from swan-gtm/gtm-skills. Use this skill after a B2B webinar has registrations or engagement data but before treating every registrant as a sales lead. Produces reconciled lifecycle states, fit and intent scores, a prioritised sales-review queue, segment-specific follow-up, and a measurable handoff from webinar registration to qualified pipeline and booked meetings.

Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files (for example `references/follow-up-and-handoff-matrix.md`, `references/lifecycle-states-and-suppression.md` and `references/qualification-scorecard.md`).

The repository describes itself as: Open, production-grade GTM skills for AI agents. The licence is MIT.

Example prompts

  • “/webinar-to-qualified-pipeline”

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. registration;
  2. attended live, watched replay, or no-show;
  3. meaningful engagement;
  4. sales review accepted;
  5. meeting booked;
  6. qualified opportunity created.

What it can do on your machine

Read from SKILL.md and the folder at commit 67abd04. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Webinar To Qualified Pipeline loads about 1.5k tokens when it runs, and up to ~4.8k if it reads all its reference files. Until then it costs about 93 tokens; SKILL.md has 708 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~93
When it runs · the whole SKILL.md, loaded when a task matches
~1.5k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~4.8k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from swan-gtm/gtm-skills at commit 67abd04, republished under its MIT licence (© swan-gtm). 708 words, ~1,490 tokens.

Download SKILL.mdSave it as .claude/skills/webinar-to-qualified-pipeline/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.
name
webinar-to-qualified-pipeline
description
Use this skill after a B2B webinar has registrations or engagement data but before treating every registrant as a sales lead. Produces reconciled lifecycle states, fit and intent scores, a prioritised sales-review queue, segment-specific follow-up, and a measurable handoff from webinar registration to qualified pipeline and booked meetings.
title
Webinar to qualified pipeline
category
Events
tags
Sales, Demand Gen, RevOps

Use this when a webinar has produced names but the revenue team cannot tell who deserves sales attention, useful follow-up, or no action. It turns verified engagement and fit into a controlled pipeline process.

Define the commercial job

Write one sentence that names the audience, the problem taught, and the next buying step. A webinar for awareness, customer education, partner enablement, and opportunity acceleration cannot share one qualification rule.

Define the conversion ladder:

  1. registration;
  2. attended live, watched replay, or no-show;
  3. meaningful engagement;
  4. sales review accepted;
  5. meeting booked;
  6. qualified opportunity created.

Keep every rung separate. Registration is a content conversion, not pipeline. Attendance still does not prove fit, authority, a current problem, or willingness to buy.

Reconcile identities and states

Create one record per person and preserve source, campaign, event, answers, permission, company, role, and existing relationship. Resolve duplicates conservatively. Uncertain identity matches go to review instead of merging.

Assign one current state using references/lifecycle-states-and-suppression.md. A later, harder state overrules an earlier one. A confirmed meeting ends booking nurture. Customers and open opportunities route to their existing owner.

Score fit and intent separately

Do not let watch time rescue a poor-fit account. Score three dimensions:

  • Fit, 0–40: account, persona, market, and use-case match.
  • Engagement, 0–30: attendance depth, replay, questions, polls, and calls to action.
  • Buying intent, 0–30: stated problem, decision-stage question, high-intent page visit, reply, or meeting request.

Use references/qualification-scorecard.md for the rubric and these starting bands:

  • 0–24: record only or low-frequency nurture;
  • 25–49: relevant nurture, no sales task;
  • 50–69: human sales review;
  • 70–100: priority sales review and handoff.

A score of 70 qualifies for handoff only when Fit is at least 20 and Buying Intent at least 10. Booked meetings move to sales. Suppression and existing relationships override scoring.

Use questions as buying evidence

Separate educational questions from workflow and decision questions. Decision questions reveal commercial, rollout, integration, compliance, approval, timing, or capacity constraints.

Preserve the buyer's wording. “Can we plan monthly target hours and see utilisation?” carries more context than “interested in workforce planning.” Aggregate repeated questions to find messaging and demo gaps without treating every questioner as sales-ready.

Route the next action

Build the next step from state, score, and relationship. Priority records receive a context-rich handoff. Review-band records require human verification. Relevant but unqualified attendees receive topic-specific value. No-shows receive a replay or summary without manufactured urgency. Existing relationships route to their owner; suppressed contacts receive no nurture.

Use references/follow-up-and-handoff-matrix.md for timing and approval. Individual sales messages, bulk sends, sequence enrolment, and ambiguous merges require explicit human approval.

Show full SKILL.md (281 more words)Show less

Measure the complete funnel

Report each rung by source, audience, and event topic:

text
registrations → live/replay engagement → sales reviews accepted
→ meetings booked → qualified opportunities → sourced or influenced revenue

Do not report registration as a lead, a sales task as pipeline, or a processed conversion event as revenue. Track source, duplicates, suppression, owner acceptance, rejection reasons, and whether meetings exited lower-level nurture. Compare cohorts only when definitions match.

See references/worked-webinar-case.md for an anonymised operating pattern built from real B2B webinar question types.

What good looks like

  • The operator notices the gap between attendance and buying intent before celebrating registration volume.
  • Sales receives a short queue with account fit, exact engagement, buyer wording, source, existing relationship, and recommended next step.
  • No-show, attendee, replay viewer, customer, open opportunity, and booked meeting never receive the same treatment.
  • Every qualified handoff can be traced back to source evidence and every rejected handoff has a reason.
  • The weak version sends the same “thanks for attending, book a demo” email to everyone. The strong version protects trust, routes real intent quickly, and leaves low-signal contacts out of sales sequences.
  • Funnel reporting distinguishes sourced pipeline from influenced pipeline and preserves the difference between meeting and opportunity.

Rules

  • MUST keep registration, engagement, meeting, opportunity, and revenue as separate funnel events.
  • MUST score account fit independently from engagement and buying intent.
  • MUST preserve buyer wording, source, permission, and existing relationship in every handoff.
  • MUST stop booking nurture after a confirmed meeting and reroute customers or active opportunities to their owner.
  • NEVER infer marketing permission, buying intent, or qualification from attendance alone.
  • NEVER auto-send individual sales outreach, run bulk follow-up, merge uncertain identities, or enrol sequences without explicit human approval.
  • NEVER invent attendance, watch time, questions, attribution, or revenue when the event platform does not provide it.

© swan-gtm, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 4 other files (references) in skills/gerrit-kesten/webinar-to-qualified-pipeline of swan-gtm/gtm-skills.

  • SKILL.md
  • references/follow-up-and-handoff-matrix.md
  • references/lifecycle-states-and-suppression.md
  • references/qualification-scorecard.md
  • references/worked-webinar-case.md

Open the folder on GitHubat commit 67abd04

Compare with similar skills

Webinar To Qualified Pipeline next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Webinar To Qualified Pipeline compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
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Webinar Registration PageAffitor/affiliate-skills701—~4.3kAutomated safety check: PassMIT
Curviate Engagedavila7/claude-code-templates33k—~3.8kAutomated safety check: PassMIT
Webinar Marketingalirezarezvani/claude-skills28k—~3.3kAutomated safety check: PassMIT
Linkedin Engagementalirezarezvani/claude-skills28k—~1.3kAutomated safety check: PassMIT

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Questions about Webinar To Qualified Pipeline

What does Webinar To Qualified Pipeline do?

Use this skill after a B2B webinar has registrations or engagement data but before treating every registrant as a sales lead. Webinar To Qualified Pipeline is an agent skill from swan-gtm/gtm-skills. Use this skill after a B2B webinar has registrations or engagement data but before treating every registrant as a sales lead.

How do I install Webinar To Qualified Pipeline in Claude Code?

Run `npx skills add swan-gtm/gtm-skills --skill webinar-to-qualified-pipeline -a claude-code`. Or copy the skill folder (skills/gerrit-kesten/webinar-to-qualified-pipeline in swan-gtm/gtm-skills) into .claude/skills/webinar-to-qualified-pipeline in your project. Claude Code loads it when a task matches its description.

How do I install Webinar To Qualified Pipeline in Codex?

Run `npx skills add swan-gtm/gtm-skills --skill webinar-to-qualified-pipeline -a codex`. Or copy the skill folder (skills/gerrit-kesten/webinar-to-qualified-pipeline in swan-gtm/gtm-skills) into .agents/skills/webinar-to-qualified-pipeline in your project. Codex loads it when a task matches its description.

Can I use Webinar To Qualified Pipeline in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add swan-gtm/gtm-skills --skill webinar-to-qualified-pipeline -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/webinar-to-qualified-pipeline, .gemini/skills/webinar-to-qualified-pipeline, .github/skills/webinar-to-qualified-pipeline and .opencode/skills/webinar-to-qualified-pipeline in your project.

What does Webinar To Qualified Pipeline need to run?

SKILL.md names no scripts, command-line tools or credentials: Webinar To Qualified Pipeline is instructions for the agent only.

Does Webinar To Qualified Pipeline access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Webinar To Qualified Pipeline safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Webinar To Qualified Pipeline use?

Webinar To Qualified Pipeline is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Webinar To Qualified Pipeline use?

About 1.5k tokens (SKILL.md is roughly 6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 3.3k tokens, read only when the agent opens those files.

What are the alternatives to Webinar To Qualified Pipeline?

Skills that share tags, products or a category with Webinar To Qualified Pipeline: Designing Adversary Engagement With Mitre Engage (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), Webinar Registration Page (Affitor/affiliate-skills, 701 stars), Curviate Engage (davila7/claude-code-templates, 33k stars) and Webinar Marketing (alirezarezvani/claude-skills, 28k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Webinar To Qualified Pipeline?

swan-gtm (a GitHub organization) maintains it in swan-gtm/gtm-skills, which has 172 GitHub stars. The repository holds 32 skills in this directory. The repository was last updated on October 8, 2026.

Source: swan-gtm/gtm-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.