Dunker Spotlight · Open-source agent activation
Turn every training clip, event result, and athlete story into a searchable personal brand that earns bookings and sponsors.
We open-sourced the same four-stage Content Factory our teams use: capture what is real, analyze it, package it into useful assets, and distribute it with measurement. It is built for professional dunkers, coaches, athletes, and event organizers—with human review at every consequential step.
The audit and operating knowledge are free. If you want our team to install, customize, or run the system with you, implementation is paid and scoped separately.
The operating loop
One real source becomes a library—without losing the evidence.
Agents should reduce repetitive labor, not manufacture expertise. Every output traces back to a real job, answer, result, or recording.
Capture
Record the job, explanation, result, or customer question while the expertise is happening.
Analyze
Extract the claims, entities, moments, questions, and next actions that can be verified.
Package
Create clips, articles, pages, FAQs, proof cards, and follow-up assets for human approval.
Distribute
Publish to the right surfaces, measure calls and outcomes, then feed the learning back in.
Built for Dunker Spotlight
Generic prompts do not understand your evidence. A skill does.
The agent receives the workflow, standards, sources, and acceptance test for your category. Your people keep judgment and approval.
- Turn training and event footage into clips, profiles, and sponsor proof.
- Package coaching lessons into searchable articles and repeatable programs.
- Connect verified results, events, collaborators, and media into one entity trail.
Activate in sequence
Install only what you can govern.
Open the canonical guide
Use the maintained source for current skill packs, setup instructions, and the four-stage workflow.
Choose one measurable job
Start with a real bottleneck and define the evidence, human owner, and acceptance test before scheduling it.
Run, review, and improve
Verify the public result, measure the business signal, document what failed, and update the skill at the source.
Use the source of truth
Guides, skill packs, and verification.