webinar-to-qualified-pipeline

webinar-to-qualified-pipeline is a skill for Claude Code, Codex from swan-gtm/gtm-skills. It costs 74 tokens per session (1,155 once invoked), scanned A, original, MIT.

A process for turning webinar registrations and viewing activity into a reviewed sales queue instead of treating every registrant as a lead.

In plain words
What is it for?
It helps reconcile duplicate records, assign lifecycle stages, score fit and intent, plan follow-up, and track the handoff from webinar to qualified opportunity.
Why use it?
It separates attendance and engagement from genuine buying interest, so sales teams can focus on people with better fit and intent.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit It helps reconcile duplicate records, assign lifecycle stages, score fit and intent, plan follow-up, and track the handoff from webinar to qualified opportunity.

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Install with agentmods
npx agentmods add skills/swan-gtm/gtm-skills/webinar-to-qualified-pipeline
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add swan-gtm/gtm-skills --skill webinar-to-qualified-pipeline
Clone the repo
git clone --depth 1 https://github.com/swan-gtm/gtm-skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for webinar-to-qualified-pipeline

README.md
[![agentmods](https://agentmods.dev/badge/skills/swan-gtm/gtm-skills/webinar-to-qualified-pipeline/github.svg)](https://agentmods.dev/skills/swan-gtm/gtm-skills/webinar-to-qualified-pipeline)
Your own site
<a href="https://agentmods.dev/skills/swan-gtm/gtm-skills/webinar-to-qualified-pipeline"><img src="https://agentmods.dev/badge/skills/swan-gtm/gtm-skills/webinar-to-qualified-pipeline/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for webinar-to-qualified-pipeline

Your own site · 80×15
<a href="https://agentmods.dev/skills/swan-gtm/gtm-skills/webinar-to-qualified-pipeline"><img src="https://agentmods.dev/badge/skills/swan-gtm/gtm-skills/webinar-to-qualified-pipeline.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 74 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,155 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00074 $0.01155
Opus 5 $0.00037 $0.00577
Sonnet 5 $0.00015 $0.00231
Haiku 4.5 $0.00007 $0.00115

Measured 9d ago against content hash 5cf34a67d65a, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

webinar-to-qualified-pipeline scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/gerrit-kesten/webinar-to-qualified-pipeline/SKILL.md · 96 lines

How it starts

The opening of the file, as written. The whole thing — 96 lines — stays where its author put it; the contents beside it link to each section on GitHub.

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.

Read the full file on GitHub · 96 lines

Files

What ships with it

4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 9d ago First seen · 96 lines · 74 tokens per session scan A 5cf34a67d65a

Subscribe to this mod's changes

webinar-to-qualified-pipeline is a skill published in the GitHub repository swan-gtm/gtm-skills (150 stars, last pushed 2d ago), licensed MIT. It adds 74 tokens to every session and 1,155 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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