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leooooooow

Creator Attribution Lite

by LeroyCreates · GitHub ↗ · v1.0.3 · MIT-0
cross-platform ✓ Security Clean
309
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0
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1
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4
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Install in OpenClaw
/install creator-attribution-lite
Description
Connect creator content outputs to practical business outcomes using a lightweight attribution model. Use when the user asks which posts drove clicks/leads/s...
README (SKILL.md)

Creator Attribution Lite

Skill Card

  • Category: Measurement
  • Core problem: Which content actions actually move outcomes?
  • Best for: Small-team performance review
  • Expected input: Content list + campaign metadata + simple outcome fields
  • Expected output: Lightweight attribution view + insight notes
  • Creatop handoff: Feed winning patterns back to Creatop templates

What this does

Show which content likely moved business outcomes, not just vanity metrics.

Workflow

1) Validate data availability

Minimum fields per content item:

  • content ID + date + platform
  • views/watch metric
  • click metric
  • downstream metric (lead/signup/sale/GMV)

If real data is missing, run simulation mode and label outputs clearly as demo/synthetic.

2) Map funnel stage

Classify each content item as:

  • awareness
  • consideration
  • conversion

3) Compute lightweight impact score

Use transparent weighted components:

  • engagement quality
  • click intent
  • conversion signal

Explain formula and normalization assumptions.

4) Output action decisions

Return:

  • ranked performers
  • pause/optimize list
  • next 3 content bets with rationale
  • confidence note (sample size/data quality)

Quality rules

  • Keep model explainable and auditable.
  • Avoid fake precision on tiny samples.
  • Do not overclaim causality; treat as directional evidence.

License

Copyright (c) 2026 Razestar.

This skill is provided under CC BY-NC-SA 4.0 for non-commercial use. You may reuse and adapt it with attribution to Razestar, and share derivatives under the same license.

Commercial use requires a separate paid commercial license from Razestar. No trademark rights are granted.

Usage Guidance
This appears to be a lightweight, explainable attribution workflow and is internally consistent. Before installing: (1) Note it is instruction-only and will operate on data you provide — avoid sending sensitive PII in content/campaign inputs. (2) Simulation mode will produce synthetic outputs; label them clearly when sharing. (3) The skill references a Creatop handoff and a commercial license requirement—confirm any integration points or paid-license terms before using commercially. (4) Because it is an instruction-only skill, it does not request credentials or install software; still review any agent prompts that ask you to paste data or grant external integrations before proceeding.
Capability Analysis
Type: OpenClaw Skill Name: creator-attribution-lite Version: 1.0.3 The skill bundle consists entirely of metadata and Markdown documentation (SKILL.md and references/impact-model.md) defining a logic-based workflow for marketing attribution. There is no executable code, no network activity, and no instructions that attempt to exfiltrate data or manipulate the agent into performing unauthorized actions.
Capability Assessment
✓ Purpose & Capability
Name/description match the instructions: the skill defines a simple attribution workflow, expected inputs, and outputs. It does not request unrelated credentials, binaries, or system access.
✓ Instruction Scope
SKILL.md stays on-topic: it asks the agent to validate provided data, map funnel stage, compute a transparent impact score, and return ranked recommendations. It does not instruct reading arbitrary system files, accessing environment variables, or contacting external endpoints.
✓ Install Mechanism
No install spec or code files are present—this is instruction-only, so nothing is written to disk or downloaded during install.
✓ Credentials
No environment variables, credentials, or config paths are required. The skill's needs are proportional to its stated lightweight analytics purpose.
✓ Persistence & Privilege
No always:true or other elevated persistence is requested. The skill is user-invocable and uses normal autonomous invocation defaults; nothing indicates it modifies other skills or system-wide settings.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install creator-attribution-lite
  3. After installation, invoke the skill by name or use /creator-attribution-lite
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.3
Add skill cards and standardized growth registry metadata
v1.0.2
Switch public terms to CC BY-NC-SA + commercial license
v1.0.1
Add AGPL-3.0 + commercial licensing notice
v1.0.0
Initial release of creator-attribution-lite: lightweight content impact attribution for business outcomes. - Connects creator content (posts/videos) to clicks, leads, and sales using simple, auditable methods. - Classifies content by funnel stage: awareness, consideration, conversion. - Provides transparent impact scoring based on engagement, click, and conversion signals. - Offers actionable recommendations: top performers, pause/optimize suggestions, and high-potential content ideas. - Includes simulation mode for missing data, with clear demo labeling. - Emphasizes clear confidence notes and avoids overclaiming on limited data.
Metadata
Slug creator-attribution-lite
Version 1.0.3
License MIT-0
All-time Installs 1
Active Installs 1
Total Versions 4
Frequently Asked Questions

What is Creator Attribution Lite?

Connect creator content outputs to practical business outcomes using a lightweight attribution model. Use when the user asks which posts drove clicks/leads/s... It is an AI Agent Skill for Claude Code / OpenClaw, with 309 downloads so far.

How do I install Creator Attribution Lite?

Run "/install creator-attribution-lite" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Creator Attribution Lite free?

Yes, Creator Attribution Lite is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Creator Attribution Lite support?

Creator Attribution Lite is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Creator Attribution Lite?

It is built and maintained by LeroyCreates (@leooooooow); the current version is v1.0.3.

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