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Four-Stage Content Pipeline

A raw request flows through Classifier → Strategist → Writer → Editor. Each stage's output is the next stage's input contract, and a quality gate scores the result before anything ships.

  1. ClassifierHaiku

    Content Request Classifier

    Routes raw content requests with a confidence gate before tokens are spent.

  2. StrategistSonnet

    Content Strategist

    Turns a classified request into a brief a writer can execute without questions.

  3. WriterSonnet

    Content Writer

    Executes a locked brief into a draft that never invents a fact.

  4. EditorSonnet

    Editor / Quality Gate

    Scores drafts weakest-link style and fixes what's fixable.

How to run it

Each stage's JSON output is pasted (or piped, in n8n) into the next stage's input variables. Open a stage, fill its variables, copy the filled prompt, and carry the output forward.