produtoramaxvision

media-forgemf-examples-ja

Use when the user asks for Japanese media-forge video-prompt examples, Japanese prompt patterns, example rewrites, or safe versions of working Japanese video-generation prompts, for any provider (Veo, Kling, Higgsfield, Seedance).

0 Updated 1 months ago

media-forgemf-vocab-ru

Use when the user asks for Russian media-forge video-prompt wording, Russian cinematic vocabulary, or translation of camera, lighting, action, VFX, audio, and production terms into Russian, for any provider (Veo, Kling, Higgsfield, Seedance).

0 Updated 1 months ago

capability-matrix

Model x params capability cheatsheet. Static reference; read by all media-forge agents.

media-forgehiggsfield-prompting

Higgsfield prompting playbook — MCSLA formula, DoP camera verbs, Cinema Studio lens dictionary, Soul ID lifecycle, Marketing Studio templates. Trigger when caller plans a Higgsfield generation.

audit

Audit a job's lineage: read metadata, trace, lineage, verdicts. Triggers: audit, lineage, verdict, history.

brand-check

INTERNAL - brand compliance check (color deltaE2000 + logo + font). Used by enterprise-corrector and quality-reviewer.

campaign

Multi-asset campaign: generates a coordinated set (hero + variations + sizes). Triggers: campaign, ad campaign, multi-asset, batch.

character-sheet

Character consistency: identity-lock portrait + turnaround + expression sheet from one reference. Triggers: character sheet, turnaround, consistency.

cinematic-short

Cinematic short video workflow: storyboard -> frame imagery -> video chain. Triggers: cinematic short, narrative video, short film.

create

Main orchestrator. Refines user brief, routes to domain agent, runs reviewer, surfaces verdict. Triggers: create, generate, make, produce.

extend-video

Extend existing video via Veo 3.1 +7s hops. Triggers: extend video, longer video, continuation.

ocr-validate

INTERNAL - OCR text validation via Cloud Vision. Used by quality-reviewer.

scene-compose

Multi-image scene composition with role-labeled refs (up to 14). Triggers: scene compose, composition, multi-image scene.

setup

Onboarding wizard: env detection, API key prompts, output dir setup, first dry-run smoke. Run on first install.

kling-prompting

Kling V3 (Standard / Pro / Master 4K / Omni multi-shot) prompt engineering. 5-part spine (Camera-Scene-Action-Vibe-Time), per-mode cookbook, model-tier selection. Use BEFORE invoking media_kling_* tools or kling-director.

media-forgemf-antislop

Use when a media-forge video prompt (Veo, Kling, Higgsfield, or Seedance) contains generic AI filler, hollow superlatives, vague cinematic language, bloated adjectives, weak verbs, or needs sharper production-specific wording.

media-forgemf-audio

Use when the user asks for media-forge video audio, dialogue, lip-sync, music, sound effects, ambience, beat-sync, audio-reference mapping, desync troubleshooting, or sound-driven visual timing, on any of Veo, Kling, Higgsfield, or Seedance.

media-forgemf-camera

Use when the user asks for camera movement, shot scale, lens feel, framing, one-take direction, dolly, pan, tilt, push-in, handheld, aerial, macro, or camera-transfer guidance for any media-forge video provider (Veo, Kling, Higgsfield, Seedance).

media-forgemf-characters

Use when the user asks for character consistency, character tags, identity lock, multi-character blocking, wardrobe continuity, hand safety, expression control, or likeness-sensitive character guidance for any media-forge video provider (Veo, Kling, Higgsfield, Seedance).

media-forgemf-continuation

Use when the user asks to continue, extend, make the next part, repair the tail, bridge between known frames, re-anchor drift, or create a successor prompt from accepted footage, on any media-forge video provider (Veo, Kling, Higgsfield, Seedance).

media-forgemf-interview-short

Use when the user wants a fast media-forge creative brief, a short interview, a compressed intake flow, or a quick director-style clarification before prompt writing, on any provider (Veo, Kling, Higgsfield, Seedance).

media-forgemf-interview

Use when the user wants creative guidance, story development, scene planning, or a director interview to turn a media-forge video idea into a production-ready prompt for any provider (Veo, Kling, Higgsfield, Seedance) - adapting to users who have no idea yet, a rough concept, or precise professional direction in shots, lenses, and blocking.

media-forgemf-lighting

Use when the user asks for lighting design, atmosphere, time of day, color temperature, shadow, reflections, weather light, practical lights, or mood transitions, for any media-forge video provider (Veo, Kling, Higgsfield, Seedance).

media-forgemf-motion

Use when the user asks for body action, choreography, physics, object movement, movement timing, action continuity, stunt direction, or motion-reference mapping, for any media-forge video provider (Veo, Kling, Higgsfield, Seedance).

media-forgemf-pipeline

Use when the user asks about workflow operations, API planning, provider/router surfaces, China-facing surfaces, post-production, stitching, batch workflow, or integration planning around media-forge's video providers — with deep, Seedance-specific coverage of BytePlus ModelArk, Dreamina/Jimeng, and China-facing surfaces.

media-forgemf-recipes

Use when the user asks for a media-forge video template, genre recipe, product ad, lifestyle video, drama scene, music video, landscape shot, commercial, animation scene, or reusable production pattern, for any provider (Veo, Kling, Higgsfield, Seedance).

media-forgemf-safety-rewrite

Use when a media-forge video or image prompt (Veo, Kling, Higgsfield, or Seedance) mentions named characters, franchises, studios, celebrities, public figures, private people, brand logos, copyrighted scenes, songs, or real-person likeness and needs an IP-safe rewrite; or when a prompt is blocked, rejected, silently degraded, or likely to trigger a provider content filter and needs a safer rewrite without losing creative intent. Refuses to help evade filters or fabricate consent; rewrites toward original, authorized, production-safe language instead.

media-forgemf-sequence

Use when a media-forge video request is a long story, connected set of clips, multi-generation scene, campaign sequence, dense storyboard, continuation-ready plan, or any idea that must be divided into stateful clips, on any provider (Veo, Kling, Higgsfield, Seedance).

media-forgemf-style

Use when the user asks for visual style, art direction, render feel, period aesthetic, texture, animation style, realism level, or style-safe alternatives to studio or franchise references, for any media-forge video provider (Veo, Kling, Higgsfield, Seedance).

media-forgemf-troubleshoot

Use when a media-forge video output is blurry, jittery, off-prompt, morphing, blocked, visually generic, unstable, desynced, inconsistent, or otherwise fails and needs root-cause diagnosis, on any provider (Veo, Kling, Higgsfield, Seedance).

media-forgemf-vfx

Use when the user asks for VFX, particles, energy, destruction, transformation, weather effects, magical effects, explosions, smoke, fire, water, or physically plausible effects, on any media-forge video provider (Veo, Kling, Higgsfield, Seedance).

media-forgemf-video-prompt-short

Use when the user asks for a compact media-forge video prompt, short Chinese prompt, prompt compression, 30-100 word output, or removal of unnecessary prompt language, for any provider (Veo, Kling, Higgsfield, Seedance).

media-forgemf-video-prompt

Use when the user asks to write, improve, translate, compress, or debug a media-forge video prompt; mentions T2V, I2V, V2V, R2V, camera direction, prompt quality, or provides reference assets for a production-ready prompt. Covers the shared prompt-craft that applies before routing to a specific provider (Veo, Kling, Higgsfield, Seedance), plus Seedance's own reference-fusion mode in full detail.

media-forgemf-vocab-en

Use when an English media-forge video prompt is slop-heavy, generic, padded with empty quality words, tripping false-positive filters, or needs precise English production vocabulary for camera, lighting, motion, VFX, audio, and constraints, for any provider (Veo, Kling, Higgsfield, Seedance).

media-forgemf-cinematic-studio

Use when the user wants a crafted cinematic shot rather than a creator-style ad — camera style, lighting scheme, colour grade and genre as named presets. Higgsfield Cinematic Studio 3.5.

media-forgemf-marketplace-cards

Use when the user needs marketplace listing images — Amazon-style main image, secondary product images, A+ content modules. Covers the four scopes and how to chain secondaries off an approved main.

media-forgemf-product-photo

Use when the user needs product images — hero shots, lifestyle scenes, ad creative packs, moodboard pins, virtual try-on, restyles. Covers Higgsfield Product Photoshoot's ten modes and the free preview path.

media-forgemf-ugc-brief

Use when the user wants UGC content from scratch — a creator-style ad, testimonial, unboxing, product demo, or short-form spot — and has a product but no reference video. Builds the brief that mf-ugc-script and mf-ugc-produce consume.

media-forgemf-ugc-decode

Use when the user has a reference UGC video or ad that works and wants it remade for their own product — reverse-engineer the hook, structure, performance and camera into a reusable brief.

media-forgemf-ugc-hooks

Use when the user needs an opening that stops the scroll — a hook for a UGC ad, reel, short or TikTok. Covers Higgsfield's nine built-in hook presets and how to write one when none of them fits.

media-forgemf-ugc-produce

Use when a UGC brief or script is ready and it is time to generate — maps the brief onto Higgsfield Marketing Studio avatars, hooks, settings and products, and submits with the cost known first.

media-forgemf-ugc-script

Use when the user needs a timed short-form script — TikTok, Reels, Shorts, UGC ad — with beats, visual cues and spoken lines. Turns a brief into something producible.

gtm-api

Execute Google Tag Manager API operations - create, update, delete, and manage tags, triggers, variables, and containers. Use when working with GTM programmatically, generating API calls, validating GTM configurations, publishing container versions, or automating tag management workflows.

fallow

Use when auditing TypeScript/JavaScript code quality in this repo — dead code, copy-paste duplication, complexity hotspots, circular dependencies, architecture boundary violations, or gating a PR. Triggers on "fallow", "codebase audit", "dead code", "find duplication", "complexity hotspots", "PR gate", "tech debt scan". Deterministic (no AI), Rust engine, sub-second. Run after editing TS/TSX.