flux-3-prompt-doctor
Use when diagnosing a FLUX 3 brief before generation.
Skill by Black Forest Labs
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/black-forest-labs-flux-3-prompt-doctor
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: agent-building
Reviews
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Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/flux-3-prompt-doctor
What's inside
- Skill name
flux-3-prompt-doctor- Description
- Use when diagnosing a FLUX 3 brief before generation. Resolve missing, conflicting, or schema-changing requirements.
- License
- MIT
- Metadata
- tags: flux, flux-3, bfl, prompt-doctor, validation, routing · author: Black Forest Labs · version: 1.0.0
- Instructions
- 67 lines in SKILL.md · view on GitHub
Files (3)
- SKILL.md
- metadata.json
- brief.md · templates/
SKILL.md (first lines)
# FLUX 3 Prompt Doctor Resolve the decisions that change routing, payload, or production method before a brief becomes a prompt. Ask only blocking questions; use documented defaults or label assumptions for everything else. Preserve the user's product names, exact copy, source roles, and hard constraints verbatim. This skill does not write the final prompt or call the API. ## Route by what must survive Every request names its `mode` and carries the matching media field: | Requirement | Route | | --- | --- | | Generate the whole clip from words | `mode: "t2v"`, no media | | An image must appear on screen exactly as shot | `mode: "i2v"`, `keyframes` | | Bridge an exact opening and closing frame | `mode: "i2v"`, two keyframes | | Pass through visual waypoints | `mode: "i2v"`, keyframes as a storyboard | | Continue from an existing ending | `mode: "v2v"`, `start_video` | | Render an approved draft without replanning | `mode: "draft_enhance"`, `draft_cache` | Two questions separate the image routes: must these exact pixels be on screen (`keyframes`)? Can the source simply be described (then attach nothing)? There is no field that carries a subject's identity without putting the source on screen; a brief that needs one either opens each shot from a keyframe containing the subject, or is a `REVISE`. ## Feasibility - **Action budget:** one subject action and one camera move per short clip. Revise briefs demanding many sequential actions, several locations, exact mechanisms, or multiple full dialogue lines. - **Shot structure:** state one continuous unbroken take, or an explicit sequence: ```text SHOT ONE: wide aerial of a desert highway at dawn, a single red car speeding through. HARD CUT. SHOT TWO: interior close-up, the driver's hands drumming the wheel to the radio. HARD CUT. SHOT THREE: from the roadside, the car shrinking into the heat haze. Warm engine hum under one continuous music bed across all three shots. ``` Consecutive shots must contrast hard (scale, location, color) or the cut blends into a continuous take; each shot needs its own beat; one music bed can run across cuts. - **Contradictions to catch:** locked-off camera plus tracking; extreme close-up plus establishing view; exact frame preservation plus major geometric change; one continuous shot plus hard cuts; production-critical generated typography with no post fallback; guaranteed speaker identity across separate generations. - **Reserve for deterministic post** when exactness is a success condition: typography, subtitles, logos; frame-accurate sync; final mixing; precise mechanisms; cross-generation speaker identity. Generation creates footage and causal intent, not a compositor or final mix. ## Verdict Return exactly one state, with a reason, next action, and a compact handoff ([templates/brief.md](templates/brief.md) when it should be reusable): - **READY**: route, assumptions, handoff. Recommend a draft first when the concept is unproven. - **NEEDS INFO**: only the blocking questions. - **REVISE**: name the conflict and the minimum repair. Non-blocking warnings go under **Production risks**, not a fourth state. Field names and limits belong to the [API reference](https://docs.bfl.ai); flag intent conflicts and leave schema validation to `flux-3-generate`.
From black-forest-labs/skills, MIT.
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flux-3-generate
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Use when submitting or polling a FLUX 3 video API job.
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bfl-api
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flux-3-archival-formats
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Use when a FLUX 3 video needs a period or archival look.
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flux-3-video
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Use when routing a general FLUX 3 video request.
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flux-3-audio-dialogue
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Use when directing FLUX 3 audio, dialogue, or voiceover.
SkillBFreshness: B★ 136Claude Code +9 - 0.735score
flux-3-keyframes-continuation
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Use when a FLUX 3 video must be built from supplied images or video.
SkillBFreshness: B★ 136Claude Code +9 - 0.732score
flux-image-best-practices
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Comprehensive guide for BFL FLUX image generation models.
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flux-3-product-ads
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Use when building a finished product ad from FLUX 3 - shot design, voiceover, action-to-word sync, evidence-gated copy, deterministic assembly, and QC gates…
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Signals
- Stars
- 136
- Forks
- 11
- Open issues
- 2
- Last commit (this folder)
- Aug 7, 2026 (2 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- Version
- 1.0.0
- License
- MIT
- Repository
- github.com/black-forest-labs/skills
- Website
- docs.bfl.ai
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from Black Forest Labs
- 0.742score
flux-3-cinematic-inserts
Black Forest Labs
Use when writing a FLUX 3 text-to-video prompt for a standalone shot.
SkillBFreshness: B★ 136Claude Code +9 - 0.740score
flux-3-generate
Black Forest Labs
Use when submitting or polling a FLUX 3 video API job.
SkillBFreshness: B★ 136Claude Code +9 - 0.738score
bfl-api
Black Forest Labs
BFL FLUX API integration guide covering endpoints, async polling patterns, rate limiting, error handling, webhooks, and regional endpoints with Python and…
SkillBFreshness: B★ 136Claude Code +9 - 0.736score
flux-3-archival-formats
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Use when a FLUX 3 video needs a period or archival look.
SkillBFreshness: B★ 136Claude Code +9 - 0.736score
flux-3-video
Black Forest Labs
Use when routing a general FLUX 3 video request.
SkillBFreshness: B★ 136Claude Code +9 - 0.735score
flux-3-audio-dialogue
Black Forest Labs
Use when directing FLUX 3 audio, dialogue, or voiceover.
SkillBFreshness: B★ 136Claude Code +9
Cite this page
flux-3-prompt-doctor skill. Agent Mart. https://agentmart.dev/skills/black-forest-labs-flux-3-prompt-doctor (last updated 2026-10-24)