Production skills catalog.
Specialized procedural capabilities shipped in the Fornace bundle, organized by domain.
Generative media & video 10 skills
generative-media
Umbrella entry gate for all video, image, and audio work. Routes tasks to AI models instead of classic VFX. Holds the approved editors list (Wan 2.7 edit, FLUX 3 edit).
dramafoundry
AI novel and screenplay to multi-episode short drama series: script upload, episode director planning, character/location identity sheets, and per-beat video generation.
video-edit-pipeline
Edits clips longer than one model pass: split at scene cuts, parallel edits via approved models, retime to source grid, and audio conform.
long-form-character-video
2 to 3 minute character-led vertical films: 190-210 wpm pace, active physical business with props, populated public scenes, and scene-specific sound design.
thinksound-native
Local Apple Silicon Metal 4 audio engine: caption and chain-of-thought sound design, foley, and ambient beds mixed at minus 33 LUFS.
dynamic-subtitles
Burns dynamic word-highlighted captions using Remotion, mlx-whisper word timestamps, and format-adaptive layouts.
Paid advertising & growth 23 skills
ads-dna & ads-create
Extract brand DNA (typography, palette, tone of voice) from any website URL, and generate structured campaign concepts and copy briefs.
ads-generate
AI image generation for platform-sized paid ad creatives directly from brand profiles and campaign briefs.
ads-audit (Meta, Google, TikTok, LinkedIn)
Comprehensive audits across Google Ads, Meta Ads (ASC/AAC/GEM), TikTok, and LinkedIn with parallel subagents and scoring.
campaign-manager
Recon, audit, and full-control build for paid Meta, Google Ads, and DV360 campaigns owned by client brands.
Web, Cloudflare and QA
camoufox-agent
Persistent local browser assistance: inspect, click, type, navigate and retain login.
scrapling-official
HTTP-first extraction with JavaScript and stealth fetchers. Full browser tooling installs with setup.
autonomous-qa
Autonomous end-to-end testing loop simulating a real user. Navigates journeys, catches JS crashes and DOM flow blockers, and fixes issues in place.
ui-audit
Adversarial web UI/UX audit across desktop and mobile viewports with Playwright capture, parallel critic agents, and source-cited fixes.
cloudflare & agents-sdk
Build and operate Cloudflare Workers, Durable Objects, D1, KV, Vectorize, and stateful agents using the Cloudflare Agents SDK.
turnstile-spin & web-perf
End-to-end Cloudflare Turnstile bot protection and Lighthouse Core Web Vitals (LCP, INP, CLS) performance optimization.
Native systems & infrastructure 12 skills
metal4-runtime & native-inference-perf
Native inference and training speed on Apple Silicon and H100: Metal 4.1 and MPP TensorOps kernels, metal-cpp hosts, AIR and binary inspection, xctrace and gpucapture/gpudebug, CUDA with nsys/ncu, CUTLASS and Triton. fresh-sources lists the last 30 days of releases, kernel commits, Apple builds and arXiv papers before any decision.
vast-gpu
Rent, inspect, and dispose of Vast.ai GPUs through the local forgia-executor Rust client. Safe, observable, and disposable instances.
pi-mantice & task-observability
Pi runtime integration for Mantice routing, RTK compression, mechanical context reduction, and crash-safe task monitoring.
fornace-matchbox
Device-authenticated access to scoped external capabilities (Meta, Stripe, Vercel, Fal.ai) via biometric passkeys.