Linktree Insights Decision Loop

SkillDev tools

Turn documented Linktree Insights into a bounded content decision with comparable windows and a reversible experiment. Use when reviewing campaign performance. Trigger with "analyze Linktree Insights".

Use Linktree Insights Decision Loop in Claude, ChatGPT or Ahel Desktop

Free. Sign in, add Linktree Insights Decision Loop and connect your AI. About a minute.

Also: Claude Code · Cursor · Codex

Then ask your AI: use the Linktree Insights Decision Loop skill

Details

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add Ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Linktree Insights Decision LoopStart free

What this skill tells your AI

The instructions your AI receives, as published by jeremylongshore/tons-of-skills-marketplace in skills/.curated/linktree-core-workflow-b/SKILL.md and read by Ahel’s review.

Overview

Review views, clicks, click rate, sources, and individual-link performance without conflating correlation with attribution or manufacturing unavailable data.

Prerequisites

  • An authorized Linktree account or a clearly bounded design-only task
  • The profile, Workspace, destination, campaign, data, or integration owner appropriate to the requested change
  • Current account evidence for plan-dependent features and user-supplied approved partner documentation for every private interface

Tool Discipline

Use Read, Glob, and Grep to inspect repository specifications, sanitized fixtures, policies, tests, and prior receipts.

Use WebFetch only for current official Linktree documentation or explicitly approved partner documentation.

Use Write or Edit only after confirming scope, target, owners, data classification, and approval state. These tools do not confer Linktree access, account authority, or permission to process visitor data. Return exact operator steps or an approval-gated handoff when a live action is not authorized.

Current Contract

  • Linktree defines total and unique views and clicks, click rate, subscribers, and sources in its Insights documentation.
  • History, filters, visitor detail, and CSV exports vary by plan and feature availability.
  • Linktree notes that an operator's own test clicks are included and may take time to appear.

Authentication

For Admin work, use only the operator's individually provisioned Linktree account, documented Workspace role, and enabled MFA. Never request passwords, one-time codes, browser cookies, recovery codes, or session material. For partner automation, use only the authentication method, environment, scope, storage, rotation, and revocation process in the user-supplied approved partner contract. Public help pages do not establish a general API credential.

Instructions

  1. State the decision question, owner, primary metric, guardrail metric, comparison windows, campaign changes, and minimum useful observation period.
  2. Use Read, Glob, and Grep to inspect the campaign log, prior baseline, and measurement plan before viewing results.
  3. In Insights, set the documented date range and record definitions, plan limitations, visible filters, and any test traffic contamination.
  4. Compare equivalent windows and inspect individual-link results and traffic sources; flag launches, outages, or promotions that make them non-comparable.
  5. Choose one reversible content, order, title, or promotion experiment; define success and rollback before applying it.
  6. Use Write or Edit to save a redacted decision receipt and raw-export provenance when an authorized CSV is available.
  7. Use WebFetch only to verify current official metric definitions, export availability, or plan constraints.

Approval Boundaries

Do not identify visitors, infer causation from a simple before/after change, or upload audience exports to unapproved tools.

Output

Return decision question, date ranges, metric definitions, plan limitations, observations, confounders, chosen experiment, success threshold, and review date.

Error Handling

ConditionResponse
Windows are not comparableReport the mismatch and collect a valid baseline instead of forcing a conclusion.
CSV is unavailable on the planUse the documented on-screen aggregates and record that limitation.
Metric definition is unclearPause interpretation and verify the current official definition.

Example

The example is a synthetic, redacted operator receipt, not proof of Linktree access or a live account change.

question=promote-newsletter; windows=14d-vs-14d; metric=unique-clicks; test-traffic=noted; confounder=launch-day; action=title-test; review=7d

Resources

Read the map before acting. Recheck current account and partner-specific evidence for plan-dependent or private behavior.

Next Steps

Revalidate source dates, owner approval, target profile, and rollback readiness before repeating the workflow in another account, Workspace, campaign, region, plan, or integration.

Signals

GitHub stars
3k
Forks
415
Last commit
Oct 2026
Advanced
Item type
skill
Key
linktree-core-workflow-b
Source
github.com/jeremylongshore/tons-of-skills-marketplace