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creative/video-understand-usageSkill · Link onlyUsing the local vision model on frames and clips: modes, model choice, which frames to pick.meta/checkpoint-protocolSkill · Link onlyWhen and how to save a stage's state and when to stop and wait for the person. A stage marked as needing approval cannot be recorded as…meta/reviewerSkill · Link onlyThe self-review an agent runs after every stage: check the file against its schema, against the stage's review points and the style rules…character-animation-qaSkill · Link onlyReviewing local character animation: schema checks, browser previews, frame samples, final output checks.video-understandSkill · Link onlyUnderstanding a video locally with FFmpeg frame samples and Whisper transcription.web-design-guidelinesSkill · Link onlyReviewing interface code against web interface guidelines.audio_probeTool · Link onlyReads the length and stream details of an audio or video file with ffprobe. Runs on the machine; needs ffprobe. Works with no keys.composition_validatorTool · Link onlyChecks a planned composition before rendering: catches audio and picture lengths that do not match and similar plan errors. Runs on the…frame_samplerTool · Link onlyPulls still frames out of a video with FFmpeg, at set times or intervals. Runs on the machine; needs ffmpeg. Works with no keys.video_analyzerTool · Link onlyTakes a reference video apart: transcript, scenes, sampled frames and structure, written up as a brief the agent plans from. Runs on the…video_understandTool · Link onlyDescribes frames or clips with a local vision-language model. Runs on your own GPU with model weights you download; needs transformers…visual_qaTool · Link onlyAutomatic checks on a rendered video: black frames, frozen stretches and similar faults, from sampled frames. Runs on the machine; needs…character_animation_reviewerTool · Link onlyChecks a character animation: rig integrity, motion and render readiness, as a report. Runs on the machine. Works with no keys.BacklotTool · Link onlyA local web board that watches the projects folder and shows a production as it runs: stages, script, scene plan, generated assets as a…/backlotSkill · Link onlySlash command that opens the Backlot board for the current or named project. Copies for other agents sit in .cursor/commands…Slideshow risk scorerTool · Link onlyScores a scene plan from 0 to 5 on six things that make a video feel like a slide deck: repetition, decorative visuals, motion without…Scene variation checkerTool · Link onlyChecks a scene plan for sameness before any asset is made: shot sizes, camera movement, lighting, a flagged high point, texture words…Delivery promiseTool · Link onlyClassifies what a video has promised to be (for example led by motion or led by stills) at proposal time and locks it, so the render cannot…Checkpoint storeTool · Link onlyWrites and reads a saved state after each stage so a run can resume, and refuses to record a gated stage as done without recorded approval.Source media reviewTool · Link onlyInspects footage a user supplies (probe, sampled frames, scenes, transcript) and writes one normalized review file, so planning starts from…Scene pacing checkTool · Link onlyChecks that the steps of a fake terminal scene land in time with the narration cues, and fails loudly when they drift.Tool event logTool · Link onlyAn append-only log of tool events per project, written whenever a tool runs and read by the Backlot board.atelier_snapshots.pyTool · Link onlyRenders one review still per scene of a hand-written composition so the board can show them.backlot_simulate_run.pyTool · Link onlyFakes a pipeline run on disk so the Backlot board can be watched updating; useful as a demo of the board.backlot_screenshot_stage.pyTool · Link onlyBuilds fictional projects and captures the board screenshots used in the README, with Playwright.backlot_visual_eval.pyTool · Link onlyA screenshot test for the board: captures fixed views and compares them with saved ones.backlot_watch_captures.pyTool · Link onlyCaptures a board screenshot each time a watched project changes.kling_official_animated_explainer_e2e.pyTool · Link onlyAn end-to-end check of the Kling provider path; a free dry run by default, paid modes on request.atlas_media_smoke.pyTool · Link onlyAn opt-in paid test run of the Atlas Cloud media tools.character_qa_report schemaStarter · Link onlyA review of rig integrity, motion and render readiness. A JSON Schema; required fields: version, status, checks.decision_log schemaStarter · Link onlyThe audit trail: every meaningful choice with the options considered and the reason, appended and never edited. A JSON Schema; required…final_review schemaStarter · Link onlyThe self-review of a finished render: a technical probe, frames looked at from four points, an audio check, whether the promise was kept…review schemaStarter · Link onlyA stage review: findings each graded critical, suggestion or nitpick, with the agent's response and whether it was accepted. A JSON Schema…source_media_review schemaStarter · Link onlyThe review of footage a user supplied, with what it means for planning. A JSON Schema; required fields: version, files, summary…checkpoint schemaStarter · Link onlyThe resumable snapshot written after each stage. A JSON Schema; required fields: version, project_id, pipeline_type, stage, status…