WORKFLOW LIBRARY / START WITH THE OUTCOME
Connect the steps.
Keep the intention.
Five practical paths from an approved input to a reviewed result. Use them as planning frameworks, then adapt the checks to your application.
WORKFLOW / 01
Recorded lesson → playback copy
A complete lesson with readable slides and clear narration.
Input brief
Confirm the approved source revision, required audio, and captions.
Profile decision
Compare a small set of outputs using difficult slides and motion.
Acceptance check
Review seeking, text readability, speech, captions, and the final instruction.
WORKFLOW / 02
Interview → listening episode
An intentional spoken-word output, not an automatic channel guess.
Input brief
Identify the speakers, channels, edit revision, and destination.
Profile decision
Define the intended mix and separate presentation processing from encoding.
Acceptance check
Listen to quiet speech, transitions, each speaker, and the ending.
WORKFLOW / 03
Long recording → vertical clip
A short excerpt that preserves the original meaning.
Input brief
Approve a specific interval, message, and framing requirement.
Profile decision
Choose a crop and caption policy that works throughout the excerpt.
Acceptance check
Review the first word, last word, subject framing, and synchronization.
WORKFLOW / 04
Documentation → LLM-ready input
A prepared request with visible context-selection decisions.
Input brief
Identify the task, permitted documents, and selected model configuration.
Profile decision
Pin the tokenizer and formatting revision; define a complete context budget.
Acceptance check
Inspect omitted sections, source mapping, Unicode handling, and near-limit cases.
WORKFLOW / 05
Creative brief → proposed media plan
Constrained assistance, with authorization outside the model response.
Input brief
Specify approved assets, permitted operations, and unresolved decisions.
Profile decision
Map the proposed job to a narrow, versioned schema and approved profiles.
Acceptance check
Validate semantics and obtain editorial review before a separate executor acts.
Before you publish.
Make the review record useful to the next person responsible for the output.
- Record the source and profile revisions.
- Check the actual result, not only the request.
- Separate technical completion from approval.
- Keep a traceable published reference.
MAKE THE NEXT STEP A CLEAR ONE
A better workflow starts here.
Bring a question, share a correction, or talk about an encoding idea.