wayland-funnel-audit

Business

Diagnose an existing funnel. Classifies stages, identifies likely dropoff points against the math, runs a stage-by-stage audit, and produces a prioritized fix list ranked by impact over effort. Use when the user has a live funnel and wants a structured, multi-step diagnosis that finds the leaks and recommends prioritized fixes. Do NOT use to design a new funnel from scratch or for a question one atomic audit skill can answer without the full stage-by-stage diagnosis.

QUICK START

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Source SKILL.md: https://github.com/FerroxLabs/wayland/blob/HEAD/src/process/resources/bundled-workflows/bodies/wayland-funnel-audit/SKILL.md

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Funnel Audit

Estimated time: 20-30 minutes

This workflow audits an existing funnel: it finds the leaks and prioritizes the fixes. Audit work without numbers is guesswork, so the agent asks for conversion rates per stage and diagnoses against the math wherever the user can provide it. The output is a prioritized fix list ordered by impact over effort.

Steps

Step 1: Capture the Funnel Under Audit (uses: funnels-architecture-audit)

Ask the user to paste the funnel structure (URLs, a page list, or a description of the stages). Ask for conversion numbers per stage if they have them, since even rough rates let the audit calibrate which stage is actually the leak. Do not advance until you have a concrete description of the funnel.

Input: user's funnel structure and any per-stage conversion numbers
Output: captured funnel description with available metrics
Key focus: numbers turn guesswork into diagnosis; gather what exists

Step 2: Classify the Stages (uses: funnels-architecture-audit)

Classify the funnel into stages: entry, tripwire, core, and backend. Present the classification with reasoning and ask the user to confirm or correct. Correct stage labels are required for the diagnostics that follow.

Input: funnel description from Step 1
Output: confirmed stage classification
Key focus: map the funnel onto entry / tripwire / core / backend correctly

Step 3: Infer Likely Dropoff Points (uses: funnels-offer-audit)

Infer the likely dropoff points using Method diagnostics, given the funnel and its stage classification. Present them with reasoning and ask the user to confirm or override based on what they actually see in their data.

Input: funnel description, stage classification
Output: confirmed likely dropoff points
Key focus: name where leads leak before drilling into each stage

Step 4: Run the Stage-by-Stage Audit (uses: funnels-architecture-audit)

Run the full stage-by-stage audit, producing a diagnosis per stage using the funnel, the stage classification, and the known dropoffs. Show the audit to the user and ask whether to drill deeper into a specific stage or proceed to the prioritized fix list. Revise or deepen on feedback before advancing.

Input: funnel description, stage classification, known dropoffs
Output: full stage-by-stage audit with per-stage diagnoses
Key focus: a concrete diagnosis for every stage, grounded in the numbers

Step 5: Prioritize the Fixes (uses: funnels-offer-audit)

Produce the prioritized fix list from the audit, ranking items by impact over effort with the highest-leverage fixes first. Show the list to the user and ask whether to assemble the audit deliverable or adjust priorities or scope. Revise on feedback before advancing.

Input: full audit from Step 4
Output: prioritized fix list ranked by impact / effort
Key focus: surface the highest-leverage fixes first

Step 6: Assemble the Audit Document (uses: funnels-architecture-audit)

Assemble the complete audit deliverable. Include the funnel under audit, the stage classification, the identified dropoff points, the stage-by-stage audit, and the prioritized fix list. Deliver it as the final artifact.

Input: all confirmed outputs from Steps 1 through 5
Output: complete funnel audit document
Key focus: one document the user can act on, ordered by priority