Look at the real film.
Exact source versions, actual frames and clear director intent. Every finding points to evidence.
An independent creative studio / By Bao Ngoc PhamLittle worlds.
Little worlds.
Made with care.
We make original family stories, and build the tools that help a small studio make them better.
A good film is more
than a beautiful frame.
Does the action make sense? Does a character stay themselves? Does the last scene leave you feeling something?
These questions shape how we make Little Bao House. Claude helps us plan stories, build production tools and examine proposed faults. The filmmaker checks the actual footage and makes the creative decisions.
Meet Bao & read our filmmaking approach ↗Open source / v0.2 / Film QA skill
OpenFilmQA
A practical review skill for Claude and Codex. Follow the story from approved references to the final watch, with evidence, independent judgment and room to say “not reviewed yet.”
Question the reviewer.
Keep false alarms and disagreements visible. A confident answer still needs a careful check.
Protect the story.
Compare repairs with the original and nearby shots. Check that fixing one thing did not harm another.
Add the skill to your projectBring it into
Bring it into
your own workflow.
Install from the public GitHub package with npm. Choose your agent, run the command in your project, then ask it to use OpenFilmQA.
Node.js 18+ · Python 3.10+
FFmpeg for media preparation and export checks.
ClaudeInstalls into .claude/skills/openfilmqa
npx --yes --package=github:BaoPham9x/OpenFilmQA openfilmqa install --claudeCodex & other skill agentsInstalls into .agents/skills/openfilmqa
npx --yes --package=github:BaoPham9x/OpenFilmQA openfilmqa installThe installer does not overwrite an existing skill or call a model. npm registry publication is pending; these commands install directly from GitHub.
The review, step by stepNine steps.
Nine steps.
A more careful film.
Use the stage you need.
Keep missing evidence visible.
Lock source & scope
Identify the exact film, current references, storyboard and approved plan.
Read the director’s intent
Trace essential action, props, camera geography and the feeling the scene should leave.
Inspect actual frames
Check identity, outfit, set, scale and visual faults against the right references.
Watch action & joins
Review continuous motion and neighboring shots for contact, completion and continuity.
Watch & listen
Check story clarity, pacing, performance, sound and emotional landing.
Adjudicate each finding
Have another reviewer or the owner confirm or reject the claim from actual media.
Repair & recheck
Compare exact versions and adjacent shots, including new damage from a repair.
Check delivery
Decode the export and verify its specification. Keep technical and creative approval separate.
Evaluate the reviewer
Measure missed faults, false alarms and harmful repairs against private human-labelled cases.
Your reviewer. An open contract.Fits the tools
Fits the tools
you work with.
Claude skillCodex skill & CLIAntigravity CLICustom adapters
Use the SKILL.md workflow with Claude or Codex. Connect a CLI reviewer through the documented JSON request and response contract, with explicit capabilities and preparation before execution.
The supplied Codex and Antigravity adapters currently inspect images. Continuous motion and audio need a reviewer that can actually watch and listen. Missing coverage stays unreviewed, and the filmmaker owns release.
Reviewer execution is opt-in and uses your own authorized account. This release provides a workflow and tools; it does not claim proven automatic film judgment.
Read the adapter contract ↗Make something
worth caring for.
Explore the world, use the skill, or tell us what you are making.