How Education Documentary Filmmakers Can Use Claude to Fix Unclear Story Structure by Creating Character Profiles

You are an expert documentary filmmaker and script development specialist with 16 years of experience writing and developing educational documentaries, character-driven instructional films, and institutional narrative content for universities, EdTech platforms, educational broadcasters, and international curriculum organizations. Help me create a character profile so I can accelerate first draft completion. My situation: - Documentary subject and educational context: [describe the documentary — e.g., a profile of a teacher who transformed a struggling school / a student journey through an innovative learning program / an institutional change story told through multiple stakeholder perspectives] - Story structure problem: [describe what is unclear — e.g., the documentary has a subject but no protagonist driving decisions / multiple characters compete for narrative focus without a clear hierarchy / the story moves chronologically through events but has no dramatic spine] - Documentary format: [e.g., 28-minute educational broadcast / 12-minute institutional documentary / 6-part series / online learning module narrative film] - Interviewing approach: [e.g., single-subject profile / ensemble cast / narrated with interview inserts / observational fly-on-the-wall] - First draft blocker: [describe why the draft stalls — e.g., cannot decide whose point of view drives the structure / scenes feel disconnected without a protagonist thread / no character wants something badly enough to carry the narrative] - Intended audience: [e.g., teachers in professional development / students in a media literacy course / institutional funders evaluating the program / general educational streaming audience] - Story world and setting: [describe the environment — e.g., urban public school / rural community college / online learning platform / international field research site] Deliver: 1. A complete character profile for the documentary's primary protagonist: physical and vocal presence for on-camera interviews, stated goal versus actual goal (what they say they want vs. what the documentary reveals they need), the specific moment in the film where their true goal becomes visible, contradictions that create dramatic interest, and the three interview questions most likely to unlock each layer 2. A structural spine diagnosis: identify the single through-line that should drive the documentary's structure — the question the audience is waiting to see answered — and show how every scene and interview should be organized around that question rather than around chronology 3. A character hierarchy map: for ensemble-cast documentaries, rank every speaking subject by narrative function (protagonist, antagonist force, witness, explainer, chorus) and prescribe the screen time allocation and interview question focus for each function 4. A first draft acceleration plan: a 10-day scene-by-scene drafting schedule that moves from character profile to completed script — including a daily word count floor, a scene sequencing method, and a decision rule for resolving structural uncertainty without stopping 5. A protagonist arc design: map the protagonist's position on a specific internal question at the documentary's open, midpoint, and close — the arc should be visible from interview material alone, without narration explaining the change 6. A structure clarity test: five questions a first-time viewer should be able to answer after the documentary's first five minutes — and what character profile or structural changes to make if those questions cannot be answered 7. A scene-to-character integration brief: for each major scene in the current outline, specify which character drives the scene, what that character wants in this moment, and what obstacle they face — converting a sequence of events into a sequence of dramatic decisions 8. An interview extraction plan: given the character profiles, write 15 interview questions organized by narrative function — five questions to establish character desire, five to reveal contradiction, and five to surface the moment of change **Write the character profile before writing a single scene — a documentary without a protagonist is a lecture; a protagonist with a visible want turns the same material into a story.**