Skill rating

The eval-to-repair loop — the consumer of the evaluator's report (#409). Reads the eval output (eval-deep-vision.json's `what_to_redo` first, else eval.json `findings[]`), runs `ralphy project repair-

Rules and prompts for generating structured presentation slides and multi-panel storyboards.

Quality evaluation of rendered UGC mp4s — scene segmentation, audio loudness / dead-air, caption density, and per-scene visual analysis. Produces an actionable report (eval.json + eval-report.md) size

Asset preprocessing for HyperFrames compositions — text-to-speech narration (Kokoro), audio/video transcription (Whisper), and background removal for transparent overlays (u2net). Use when generating

Studio mode for a tagged workspace — the one-tag, four-approvals orchestrator (#474). Given an idea and an active workspace (`ralphy workspace use <ws>`), it runs production end-to-end as FOUR stages,

Lightweight end-of-session memory review — scan the conversation just had for durable lessons and save them into Ralphy's tiered memory (`ralphy memory note`, write-and-tell: every save surfaced in ch

End-to-end orchestration — the wrapper that drives the whole production contract across roles, plus batch production. Owns when to batch, the shared style lock across a batch, the controlled variation

Composition and render craft — assembles scenario.json plus asset-manifest.json into a HyperFrames HTML composition and renders the mp4. Owns timing, transitions, captions, audio mix and ducking, the

Prompt and asset generation craft — turns an approved scenario into prompts.json and generated media through `ralphy generate`. Owns anchor order (location-master-plate first), character fit, photorea

Intake protocol — the craft of turning a vague brief into an approved production plan. Runs phases 1-7 of the agent production contract: 3-5 clarifying questions sized to the user's skill band, conten

Cut a Ralphy CLI release across GitHub Releases, Homebrew, and npm. Use when the user asks to release, tag, publish, or prepare release notes for the CLI. Public documentation and the marketing site l

Author a new HyperFrames registry block (caption style, VFX block, transition, lower third) or component (text effect, overlay, snippet) and ship it as an upstream PR to the hyperframes repo. Use ONLY

Clip extraction from one long-form source — reads a word-level transcript of a stream, VOD, talk, or video podcast, picks self-contained highlight windows, and cuts each into a short vertical clip thr

Rules of good writing: coherence, clarity, structure, and a large anti-pattern catalog for catching machine-sounding text. A reference skill loaded from other skills whenever prose is WRITTEN or EDITE

How to make a generic UGC unboxing video for socials — generalized niche know-how, not a single video. A domain overlay on the standard pipeline (intake → scenarist → art-director → editor): supplies

How to make a realistic AI UGC ad for a product — generalized niche know-how that looks real and doesn't feel AI. A domain overlay on the standard pipeline: supplies the shooting-script shape (timesta

How to recreate a short UGC-style video with a DIFFERENT person/character while keeping everything else identical — setting, action, props, audio, camera feel. The craft layer behind the remix-with-sw

How to make a GTA-V-style video in the Rockstar-crime-cinema aesthetic — generalized niche-style know-how, concept to camera-ready. A style overlay on the standard pipeline: supplies the visual DNA (t

Placeholder — the original marketplace download shipped a zero-byte `SKILL.md`. Restore the body from the source marketplace before activating this skill. The two `references/*.md` files (`test-templa

Audio-first long-form explainer pipeline — takes one audio file (or a YouTube/podcast URL → audio) and produces a faceless overlay-driven video in the dev-essay / tech-podcast style (5-30 minutes, 16:

Distil the conversation we just had into a structured 7-file postmortem set under `.ralphy/workspaces/<ws>/projects/<id>/postmortem/` for the active ralphy project. Splits the record into chronologica

Analyze a reference image (or video frame) and emit a ready-to-paste structured JSON prompt that captures every visual quality needed to reproduce it through `ralphy generate image --prompt-file`. The

Scenario and script craft — writes and reworks the scene-by-scene scenario.json: hook, beat structure, per-scene VO, on-screen text, pacing, and the language/aspect pre-flight. Owns scenario feedback

Analyze a reference image (or video frame) and emit a ready-to-paste structured JSON prompt that captures every visual quality needed to reproduce it through `ralphy generate image --prompt-file`. The

How to turn ONE topic into a Vox-style paper-collage explainer / ad video — a punchy narrated short where each beat is a torn-paper collage POSTER that comes alive, with VO, music and captions. A craf

How to make a stylized cartoon / painterly action animation of ANY subject — generalized niche know-how, not one specific video. A domain overlay on the standard pipeline that supplies the two pillars

Turn a free-form brain-dump into a clean, ordered set of `notes/issues/*.md` work items. The user tags `/dev-issues` and writes a long stream of everything in their head — features, refactors, bugs, h

Manage Ralphy's `notes/` capture inbox (`ideas/`, `issues/`, `decisions/`) — the only dev tracker for Ralphy itself; there is no separate roadmap board. Two jobs: (1) CAPTURE — turn a tagged thought i

Run an autonomous, issue-driven development loop over Ralphy itself — the same cadence as a focused maintainer session: pick the open `notes/issues/`, order them by dependency, then for each issue dis

How to make a vivid, character-driven brand POSTER — a single still image, not a video. A generalized overlay on the art-director step: supplies the poster-as-landing architecture (top banner → massiv

How to make an analog-horror PSA short — the stenciled-pictogram / robo-broadcast / VHS-overlay format (faceless, 10 scenes × ~3s, 9:16, ~30s total). A domain overlay on the standard pipeline that sup

How to make an N-creative FB / Meta / IG static ad pack for a real brand — generalized niche know-how, not one specific ad. A domain overlay on the standard pipeline: supplies the 5-set creative matri

How to make a multi-style multi-slide social carousel (5-10 slides × N styles) where the deliverable is the baked-text image itself — no HyperFrames compose. A domain overlay on the standard pipeline:

The full extract → classify → blueprint → de-dup → publish pipeline for a finished `.ralphy/workspaces/<ws>/projects/<id>/`. Reads its `units/*/unit.json` (#069) as the Unit source of truth, then fact

Fresh-machine bootstrap of the ralphy CLI binary. Read .agents/skills/install/references/ralphy-install.md FIRST via the Read tool — every time, no exceptions. USE WHEN the ralphy binary is NOT yet on

Fresh-machine bootstrap of the ralphy CLI binary. Read .agents/skills/install/references/ralphy-install.md FIRST via the Read tool — every time, no exceptions. USE WHEN the ralphy binary is NOT yet on