「production」の検索結果

Tests whether a scene is structurally worth generating before any shot is prompted — a five-element engine of Goal, Obstacle, Tactic, Reversal, and Value Shift. Use when the user has a scene, sequence, beat outline, or script and wants it audited or strengthened; when a sequence generates cleanly but lands flat and nobody can say why; when shots look good individually but the run of them does not build; or when the user asks 'is this scene working', 'what's weak here', or 'why doesn't this land'. Upstream of prompting — it decides WHICH shots deserve the credits, not how to write them. Pairs with higgsfield-character-design (who the characters are) and higgsfield-shotlist-director (turning the settled scene into shots).

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Use when the user is unsure which Higgsfield workspace fits their task, needs to decide between Cinema Studio / Lipsync Studio / Draw-to-Video / Viral Hub presets / Click to Ad / Higgsfield Audio (Sora 2 Trends is built on the retired Sora 2), or is asking 'what should I use for X'. This sub-skill routes by production problem BEFORE model selection.

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Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.

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Detailed completeness audit of all project documents. Use when someone asks "are we ready for production", "audit our docs", "readiness check", "nfr tracker", or "what's missing". Do NOT use for a quick command listing — use /pmstudio instead. Scans every document for section-level completeness, reports staleness, and gives prioritized gap-closure recommendations.

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Convert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D CSV. Use this skill when scientists need to standardize instrument data for LIMS systems, data lakes, or downstream analysis. Supports auto-detection of instrument types. Outputs include full ASM JSON, flattened CSV for easy import, and exportable Python code for data engineers. Common triggers include converting instrument files, standardizing lab data, preparing data for upload to LIMS/ELN systems, or generating parser code for production pipelines.

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Weekdays. Checks every project in the inventory from the outside, records one dated observation per project, then reads the production log surfaces since its own cursor and groups every error into a fingerprint so a hundred sightings are one incident. It appends the health ledgers, writes the health digest, and cards the incidents that clear the threshold. It changes nothing, deploys nothing, and never rotates a key.

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Design mandates for acceptance tests - hexagonal boundary, business language abstraction, user journey completeness, pure function extraction, 3 Pillars (domain language / chained narrative / production composition), and the layered ATD discipline (Universe-bound assertion, layer-dependent PBT mode, two-tier acceptance, example-based sad paths)

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Agent safety boundaries - input validation, output filtering, scope constraints, and document creation policy

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Turn a complete beginner's app idea into a buildable plan, then keep them oriented while they build. Use it whenever someone who has never coded wants to build or "vibe code" an app, has an idea but no idea where to start, or wants it turned into a plan, MVP scope, tech stack, user flows, or blueprint. It has three on-ramps: the full journey, a validate-only pass ("is my idea worth building", "reality-check this idea"), and a plan-only path for someone arriving with validation done ("I already validated my idea", "I have the research, just plan my MVP", "skip the research"). ALSO use it when a non-coder needs build-time basics: what Git and GitHub are, making an account, "commit and push," local vs. staging vs. production, putting an app online (deploy/ship), or keeping API keys safe. AND use it in Checkup Mode when someone who built with AI says it became a mess, the AI keeps breaking things or going in circles, they're scared to touch their code, or they ask "is my code organized" or "can you clean it up." Built for people who don't know what an API, database, or GitHub is, so reach for it when they never say "plan" or "architecture." Not for an experienced dev debugging, refactoring, or setting up CI/CD.

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Use when a PERSONAL brand needs AI avatar video at scale — three tool tiers, four workflows for single avatar, translation, batch, and hybrid, reference image intake, face, style, logo, and palette replacement, voice clone pairing, anti-detection, and a QA score, with disclosure-law variants for US FTC, EU AI Act, SEA, and LATAM, covering HeyGen and Synthesia. Trigger on 'AI avatar', 'HeyGen video', 'Synthesia', 'talking head AI video', 'translate my videos with AI', 'I cannot be on camera every day'. Not for — the words the avatar says, see `04-script-video-global`; audio-only voice clone and podcast, see `25-voice-clone-podcast-global`; a company product video edit, see `44-video-editor-brief-global`.

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Dung khi mot CA NHAN muon len hinh bang AI thay vi tu quay — pipeline avatar AI: 3 tier cong cu, 4 workflow gom avatar don, dich da ngon ngu, san xuat hang loat va hybrid nguoi that cong AI; nhan anh reference de tao prompt avatar; thay mat, style, logo; ghep voice clone; tranh bi nen tang danh dau; cong bo AI theo Nghi dinh 147/2024 va QA 100 diem. Cong cu HeyGen, Synthesia, ElevenLabs, Captions, Vbee. Kich hoat khi user nhac 'tao avatar AI', 'video HeyGen', 'talking head AI', 'lam video ma ngai lo mat', 'batch video AI', 'dich video sang tieng Anh', 'prompt avatar'. Khong dung cho — clone giong cho podcast va audio thi dung skill 25-voice-clone-podcast; viet loi thoai video thi dung skill 04-script-video; anh tinh thi dung skill 30-thiet-ke-master.

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Dung khi mot CA NHAN can AM THANH bang AI — clone giong noi, lam podcast, audiobook, voiceover cho video: 3 use case gom voiceover ngan cho TikTok va Reels, podcast 30-60 phut, audiobook; quy trinh thu mau giong, chinh cam xuc va toc do, cong bo dung luat, tai su dung 1 podcast thanh 10 clip ngan. Kich hoat khi user nhac 'voice clone', 'clone giong noi', 'ElevenLabs', 'lam podcast', 'audio AI', 'voiceover AI', 'ngai thu am moi ngay', 'cat podcast ra clip ngan'. Khong dung cho — video co hinh anh nguoi hoac avatar thi dung skill 24-ai-avatar-production; viet loi thoai va hook noi thi dung skill 04-script-video; viet bai dai dang chu thi dung skill 26-thought-leadership-content.

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Dung khi thue NGUOI NGOAI lam — agency, freelancer, production house, vendor: scope of work, spec deliverable, so vong sua, quy trinh duyet, moc thanh toan, dieu khoan IP va bao mat, bang danh gia vendor sau du an. Kich hoat khi user nhac 'brief agency', 'thue freelancer', 'quan ly vendor', 'scope of work', 'agency lam khong dung y', 'thue ngoai quay TVC', 'bao gia agency co hop ly khong', 'onboard vendor moi'. Khong dung cho — giao viec cho nhan su noi bo thi dung skill 64-team-brief; brief creator quay UGC hoac KOC thi dung skill 06-brief-ugc-egc; nhan brief tu khach khi CHINH MINH la agency thi dung skill 20-brief-client-intake.

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Use when briefing or managing an EXTERNAL agency, freelancer, or production vendor — scope of work, deliverable specs, revision rounds, approval process, USD payment milestones, IP assignment and confidentiality terms, communication rules, and a post-project vendor scorecard. Trigger on 'brief an agency', 'hire a freelancer', 'scope of work', 'the agency is not delivering', 'onboard a new vendor', 'we keep paying for work we have to redo'. Also use when the user is about to sign a supplier with nothing written down. Not for — briefing an internal team member, see `64-team-brief-global`; the campaign brief itself, see `02-campaign-brief-global`; the asset list the vendor produces, see `41-campaign-asset-list-global`.

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Dung khi can brief NGUOI KHAC quay video ho — khach hang lam UGC, nhan vien lam EGC, hoac KOC va creator tra phi: tieu chi chon nguoi, huong dan quay tung canh, viec nen va khong nen lam, quyen su dung hinh anh, bang quan ly batch va cach do hieu qua. Kich hoat khi user nhac 'brief UGC', 'brief EGC', 'brief KOC', 'thue creator quay', 'huong dan nhan vien quay video', 'tim KOC o dau', 'creator quay sai y', 'hop dong quyen su dung video'. Khong dung cho — viet loi thoai kich ban video thi dung skill 04-script-video; huong dan editor dung phim thi dung skill 44-brief-video-editor; rai comment seeding duoi bai dang thi dung skill 38-seeding-plan; thue agency hoac production house lam tron goi thi dung skill 67-agency-vendor-brief.

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Dung khi can TAO RA anh hoac prompt anh bang AI — anh thuong hieu ca nhan, logo, key visual campaign, anh dang hang ngay, editorial, infographic, mockup web, quote graphic. Tu doc brand identity trong context roi dung prompt, gen anh hoac xuat prompt cho MidJourney, DALL-E, Imagen, Leonardo. Co che do nhan anh reference va tra ve master prompt copy-paste duoc. Kich hoat khi user nhac 'thiet ke anh', 'lam logo', 've banner', 'prompt MidJourney', 'tao key visual', 'lam anh giong anh nay', 'gen anh AI', 'doi mau thuong hieu tren anh'. Khong dung cho — viet brief giao designer lam thi dung skill 42-brief-hinh-anh; quy trinh asset ca campaign thi dung skill 41-campaign-asset-list; video avatar AI thi dung skill 24-ai-avatar-production; UI wireframe tuong tac thi dung web-prototype; animation thi dung motion-frames.

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Dung khi da co y tuong va can huong dan NGUOI QUAY hoac NGUOI DUNG PHIM — storyboard tung beat, footage phai quay, chu chay tren man hinh, nhac, nhip cat, end-frame CTA va spec xuat theo kenh. Khac script video: script la loi thoai, day la huong dan dung. Kich hoat khi user nhac 'brief video', 'brief editor', 'storyboard', 'brief dung phim', 'huong dan cat video', 'brief videographer', 'editor cat khong dung y', 'video dai qua can cat lai'. Khong dung cho — viet loi thoai va hook noi truoc camera thi dung skill 04-script-video; nho khach hoac nhan vien tu quay thi dung skill 06-brief-ugc-egc; thue production house tron goi thi dung skill 67-agency-vendor-brief.

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Dung khi can brief mot CHUOI NHIEU SLIDE — carousel Facebook, Instagram, LinkedIn hoac bo anh doc theo mach: hook o slide 1, xay gia tri o giua, CTA o slide cuoi, kem huong dan render HTML preview de duyet concept truoc khi vao production. Kich hoat khi user nhac 'brief carousel', 'lam carousel', 'bo slide dang Facebook', 'tach bai nay thanh carousel', 'brief slide', 'render carousel xem truoc', 'post nhieu anh'. Khong dung cho — mot anh tinh don le thi dung skill 42-brief-hinh-anh; slide thuyet trinh ban hang thi dung skill 71-sales-enablement; huong dan thao tac tren Canva thi dung skill 45-brief-canva.

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Use when a finished DESIGN needs scoring and feedback — brand consistency, hierarchy plus readability plus accessibility, conversion elements, and platform fit, 10 points each, with per-issue feedback in issue, why, and how-to-fix form and a verdict of approve, minor fix, or redo. Trigger on 'design review', 'review this design', 'score this creative', 'is this design good', 'brand check on this banner', 'can we ship this or not'. Also use when the user just sends an image and asks for thoughts. Not for — reviewing copy and briefs, see `62-marketing-review-global`; writing the brief before production, see `42-image-brief-global`; the brand rules being checked against, see `46-brand-guideline-global`.

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Use when ONE static image needs a full brief for a designer or photographer — visual objective, concept and mood, composition, overlay copy, colors and fonts read from the brand guideline, per-channel dimensions, deliverables, and approval criteria. Trigger on 'image brief', 'banner brief', 'thumbnail brief', 'brief for the designer', 'how should this graphic look', 'the design came back wrong again'. Also use when the user has a post idea and needs to explain the visual. Not for — a multi-slide sequence, see `43-carousel-brief-global`; tool-level production steps in Canva or Figma, see `45-design-tool-brief-global`; generating the image with AI, see `30-design-master-global`; an urgent same-day swap, see `48-quick-visual-brief-global`.

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Use when an editor or videographer needs production direction — beat-by-beat storyboard, footage to shoot, b-roll, text overlays, music and pacing, transitions, CTA end frame, and per-channel export specs. This is the EDIT instruction, not the spoken script. Trigger on 'video brief', 'editor brief', 'storyboard', 'brief for the video editor', 'how should this video be cut', 'we have the footage and no direction'. Also use when raw clips exist and nobody knows what the final should look like. Not for — the words said on camera, see `04-script-video-global`; briefing a creator to film their own, see `06-ugc-egc-brief-global`; resizing a finished video, see `50-asset-resize-global`.

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Use when one master design has to become every size a campaign needs — feed, story, reel, cover, and ad placements: the standard size matrix, three strategies of scale-and-crop, re-compose, or rebuild, safe-zone rules, platform crop behavior, and file naming. Trigger on 'resize this design', 'all the sizes', 'adapt to other placements', 'safe zone', 'standard size chart', 'the text gets cut off in stories'. Also use when one visual exists and six placements are waiting on it. Not for — the original concept brief, see `42-image-brief-global`; production steps in Canva or Figma, see `45-design-tool-brief-global`; the full campaign asset list, see `41-campaign-asset-list-global`; an urgent new creative, see `48-quick-visual-brief-global`.

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Deploy applications and websites to Vercel. Use this skill when the user requests deployment actions such as "Deploy my app", "Deploy this to production", "Create a preview deployment", "Deploy and give me the link", or "Push this live". No authentication required - returns preview URL and claimable deployment link.

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Systematically explore and test a web application to find bugs, UX issues, and other problems. Use when asked to "dogfood", "QA", "exploratory test", "find issues", "bug hunt", "test this app/site/platform", or review the quality of a web application. Produces a structured report with full reproduction evidence -- step-by-step screenshots, repro videos, and detailed repro steps for every issue -- so findings can be handed directly to the responsible teams.

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