git:20260717.0a66671 to git:20260720.6ad738b

- The media OS for HyperFrames: resolve · generate · operate · remember, every media type, one skill, zero context noise.

-

- ## Setup — install heygen first (free-usage path)

- ```bash

- curl -fsSL https://static.heygen.ai/cli/install.sh | bash

- heygen update # free usage needs the OAuth-capable CLI (v0.3.0+)

- heygen auth login --oauth # OAuth = free subscription credits; --api-key bills API credits

- ```

- This unlocks the FREE path for bgm/sfx/image/icon catalog search, TTS (voice), and avatar videos. Sign in with `--oauth` — the free allowance rides on the OAuth session (an API key bills API credits instead). **media-use requires heygen >= v0.3.0 uniformly** (the OAuth free-usage path needs it), so `--doctor` nudges older CLIs to update even for API-key-only use. Before resolving anything, verify setup with:

- node <SKILL_DIR>/scripts/resolve.mjs --doctor

- ## What it owns (the gaps HyperFrames leaves)

-

- HyperFrames owns media _playback_; media-use owns everything else. Each row is enforced by `scripts/lib/coverage.test.mjs` so the claim can't rot.

-

- | HyperFrames gap | media-use owns it via |

- | ------------------------------------------ | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |

- | Audio-only, no image/icon | `resolve --type image\|icon` (heygen asset search) |

- | No third-party brand logos | `resolve --type logo` (svgl → simple-icons → GitHub org avatar → domain favicon) |

- | No voice / audio generation | `resolve --type voice` (HeyGen TTS free-usage path; optional local Kokoro) + the audio engine (`audio/scripts/audio.mjs`) |

- | Scattered/duplicated audio engine | one consolidated engine under `audio/` (hyperframes-media retired) |

- | No agent media-ops (cut/reframe/transform) | `references/operations.md` + `resolve --from` to register outputs |

- | No transcript-driven cutting | `scripts/transcript-cut.mjs` compiles word-timestamp edits into cut lists |

- | No auto-duck / publish loudness | `scripts/audio-duck.mjs` + `references/operations.md` loudnorm/sidechain recipes |

- | No cross-project memory | global content-addressed cache + auto-promote (`~/.media`) |

- | No color-grade authoring | `resolve --type grade` emits a paste-ready `data-color-grading` block; `resolve --type lut` freezes validated `.cube` files |

- | No image generation | RAM-graded local mflux (FLUX) via `scripts/lib/mflux-provider.mjs`, codex `image_gen` upsell (`scripts/lib/codex-provider.mjs`) |

- | No video generation | `resolve --type video` — HeyGen avatar video first (free-usage path, sign-in nudge on auth failure), local LTX fallback (`videogen` in `scripts/lib/local-models.mjs`); image-to-video, photo-avatar, dub/translate remain manual `heygen` CLI recipes (`references/operations.md`) |

- | Weak local-model defaults | HeyGen free-usage path via the `heygen` CLI; local open-source tools only as opt-in alternatives (`scripts/lib/local-run.mjs`) |

- ## When to use

- Call `resolve` whenever a composition needs media: background music, sound effects, images, icons, brand logos, voice, a color grade, or a LUT. For voiceover / TTS, music, SFX, and caption timing, use the **audio engine** (below); background removal is delegated to the `hyperframes` CLI; transcription defaults to Parakeet (better than whisper.cpp: 6.05% vs 7.44% WER, 5-10x faster) via `scripts/transcribe.mjs`, with whisper.cpp auto-fallback (see `references/operations.md`). For cutting / reframing / transforming existing media, see `references/operations.md`. media-use searches the HeyGen catalog first for media files, resolves official logos through the logo cascade, uses local deterministic color grading for `grade`/`lut`, freezes the best match locally when a file is needed, registers it in a manifest, and hands the agent one line; all search noise stays on disk.

- Rules that keep this a help, not nagware:

-

- - **Grounded, not generic.** No signal → no suggestion. Never open with "want better images?".

- - **Opinionated + concrete.** Propose the specific fix ("add a VO from your script, swap 3 emoji for real icons, replace the 400×400 hero, whooshes on the 4 cuts"), with defaults chosen — the human just approves **all / some / none**.

- - **Once per project.** One consolidated ask, top few highest-value items. Respect "leave it" and don't re-raise.

- - **Surface, never silently mutate.** Color grades especially: propose and preview, never auto-apply — a gray-world "correction" ruins an intentional sunset or neon look.

-

- ## Resolve

-

- ```bash

- node <SKILL_DIR>/scripts/resolve.mjs --type <type> --intent "<description>" --project <dir>

- ```

-

- Returns one line: `resolved <id> → <path> (<type>, <metadata>)`

-

- ### Types

-

- | Type | What it finds | Provider / cascade |

- | ------- | -------------------------------- | ------------------------------------------------------------ |

- | `bgm` | Background music | HeyGen audio catalog (10k+ tracks) |

- | `sfx` | Sound effects | Bundled 19-file library + HeyGen catalog |

- | `image` | Photos, backgrounds | HeyGen asset search (75k+ vectors) |

- | `icon` | Icons, symbols | HeyGen asset search (type=icon) |

- | `logo` | Official brand marks | svgl → simple-icons → GitHub org avatar → domain favicon |

- | `voice` | TTS voiceover | HeyGen TTS free-usage path; optional local Kokoro |

- | `grade` | HyperFrames color-grading blocks | Core preset → look index params/CDN LUT → deterministic cube |

- | `lut` | Reusable `.cube` LUT files | Look index params/CDN LUT → deterministic cube |

-

- ### Examples

-

- ```bash

- # Background music

- node <SKILL_DIR>/scripts/resolve.mjs --type bgm --intent "upbeat tech launch" --project .

- # → resolved bgm_001 → .media/audio/bgm/bgm_001.mp3 (bgm, 25s)

-

- # Sound effect

- node <SKILL_DIR>/scripts/resolve.mjs --type sfx --intent "whoosh" --project .

- # → resolved sfx_001 → .media/audio/sfx/sfx_001.mp3 (sfx, 0.57s)

-

- # Image

- node <SKILL_DIR>/scripts/resolve.mjs --type image --intent "gradient tech background" --project .

- # → resolved image_001 → .media/images/image_001.jpg (image)

-

- # Icon

- node <SKILL_DIR>/scripts/resolve.mjs --type icon --intent "rocket" --project .

- # → resolved icon_001 → .media/images/icon_001.png (icon, transparent)

-

- # Brand logo (official mark — never redrawn by hand)

- node <SKILL_DIR>/scripts/resolve.mjs --type logo --entity linkedin --intent "LinkedIn logo" --project .

- # → resolved logo_001 → .media/images/logo_001.svg (logo, official mark)

-

- # Color grade block

- node <SKILL_DIR>/scripts/resolve.mjs --type grade --intent "warm daylight" --project . --json

- # → {"ok":true,"preset":"warm-daylight","grading":{"preset":"warm-daylight","intensity":1},...}

-

- # LUT file

- node <SKILL_DIR>/scripts/resolve.mjs --type lut --intent "teal orange blockbuster" --project .

- # → resolved lut_001 → .media/luts/lut_001.cube (lut)

- ```

-

- ### Flags

-

- | Flag | Description |

- | --------------- | ------------------------------------------------------------------------------------ |

- | `--type, -t` | Media type: bgm, sfx, image, icon, logo, voice, grade, lut |

- | `--intent, -i` | What you need (natural language) |

- | `--entity, -e` | Entity name for cache matching (optional) |

- | `--project, -p` | Project directory (default: .) |

- | `--candidates` | List reusable assets (project + global cache) for `--type`; no download, no mutation |

- | `--reuse <sha>` | Import a specific global-cache asset (by content sha/prefix, from `--candidates`) |

- | `--from` | Freeze a local file or direct public URL (ingest) |

- | `--for` | Analyze a local image/video and add measured adjust suggestions (`grade` only) |

- | `--local-only` | Offline: skip every network provider (cache + local only) |

- | `--provider` | Force one generator (e.g. `codex`, `mflux`, `kokoro`, `heygen`) |

- | `--adopt` | Bulk-import existing assets/ into manifest |

- | `--doctor` | Check local CLI dependencies; no manifest changes |

- | `--stats` | Print local usage stats from `.media/` and `~/.media`; no manifest changes |

- | `--days N` | Limit `--stats` to timestamped records/misses from the last N days |

- | `--json` | Output JSON instead of one-line result |

-

- ## Reuse before you resolve

-

- Before resolving bgm/sfx/image/icon/logo/grade/lut, **check what already exists and reuse it when it fits.** media-use does not semantically match for you — you are the judge. It surfaces candidates; you decide.

-

- ```bash

- node <SKILL_DIR>/scripts/resolve.mjs --type bgm --intent "upbeat tech launch" --candidates --project .

- # [project] upbeat tech launch (25s, heygen.audio.sounds)

- # .media/audio/bgm/bgm_001.wav

- # [global] energetic tech intro (22s, heygen.audio.sounds)

- # --reuse 06e052c075fd2b80

- ```

-

- Read the list and judge semantic fit yourself — "upbeat tech launch" ≈ "energetic tech intro" is a call only you can make from the descriptions. Then:

-

- - **A project candidate fits** → just reference its path in your composition. Nothing else to run.

- - **A global candidate fits** → `resolve --type bgm --reuse <sha>` copies it into this project (self-contained render) and records it.

- - **Nothing fits** → resolve fresh (`--type ... --intent ...`).

-

- **Trust guardrail — when unsure, resolve fresh.** A redundant download is cheap; shipping the wrong asset is not. Judge fit from description + prompt + type + duration/dims. For **brand/entity** assets, reuse a _global_ candidate only when the entity matches exactly — the global cache aggregates every project you have worked on, so a `--candidates` list can surface another client's brand mark and its prompt text. Never reuse a cross-project brand asset on a loose match.

-

- The deterministic floor still runs automatically: an identical (case/whitespace-insensitive) repeat auto-reuses with no `--candidates` step. `--candidates` is only for the semantic layer above that floor — and a fuzzy match is **never** auto-applied; reuse is always your explicit call. On a resolve that misses the floor and is about to fetch, media-use prints a one-line stderr hint when similar cached assets exist, pointing you back here.

-

- ## Color grading

-

- Use `grade` when you need the actual HyperFrames `data-color-grading` value to paste onto an `<img>` or `<video>`. Core presets and params-backed library looks resolve locally; future CDN-backed library looks require network unless already frozen:

-

- **Never `cat`/read a `.cube` file into context.** A 3D LUT is ~size^3 lines of raw numbers (33^3 ≈ 36k lines at the default size). It bloats context and carries zero human/agent-legible signal. To understand or choose a LUT, use `hyperframes grade-compare` to see it rendered, or `cube-validate.mjs` for a one-line `{ok,size}` check. Read `.media/index.md` or `luts/index.json` for the description. Never read the LUT body itself.

-

- ```bash

- node <SKILL_DIR>/scripts/resolve.mjs --type grade --intent "warm daylight" --project . --json

- ```

-

- Preset-first output uses the core runtime vocabulary and does not freeze a file:

-

- ```json

- {

- "preset": "warm-daylight",

- "intensity": 1

- }

- ```

-

- Paste it as an attribute value after JSON string escaping:

-

- ```html

- <video

- class="clip"

- src="./media/scene.mp4"

- data-color-grading='{"preset":"warm-daylight","intensity":1}'

- ></video>

- ```

-

- Looks beyond the preset vocabulary freeze a validated `.cube` under `.media/luts/` and return a block that references it:

-

- ```bash

- node <SKILL_DIR>/scripts/resolve.mjs --type grade --intent "teal orange blockbuster" --project . --json

- ```

-

- ```json

- {

- "intensity": 1,

- "lut": { "src": ".media/luts/grade_001.cube", "intensity": 0.85 }

- }

- ```

-

- Use `lut` when you only need the reusable `.cube` file:

-

- ```bash

- node <SKILL_DIR>/scripts/resolve.mjs --type lut --intent "teal orange blockbuster" --project .

- ```

-

- For a describable technical look, author an explicit parametric LUT with `--params`:

-

- ```bash

- node <SKILL_DIR>/scripts/resolve.mjs --type lut --params '{"contrast":0.2,"temperature":-0.3}' --project .

- node <SKILL_DIR>/scripts/resolve.mjs --type grade --params '{"exposure":0.2}' --project . --json

- ```

-

- For a LUT generated by your own script, ingest it with `--from`; media-use validates it before registration and rejects invalid or oversized cubes:

-

- ```bash

- node <SKILL_DIR>/scripts/resolve.mjs --type lut --from custom.cube --project .

- ```

-

- Parametric math (`buildCube`) cannot reproduce real film stocks or emulsion looks. Use a CDN-backed scanned `.cube` entry or ingest a real scanned `.cube` for those.

-

- For visual selection, list reusable looks with `resolve --type grade --candidates`, write the promising entries to a `grades.json`, run `hyperframes grade-compare --for <frame> --grades grades.json`, then commit the winner with `resolve -t grade` as the final `data-color-grading` block.

-

- Smart grade is `grade --for <media>`. It runs local `ffmpeg`/`ffprobe` signalstats, merges a bounded `adjust` suggestion into the returned block, and prints the measured evidence to stderr. Stdout remains valid JSON under `--json`; the suggestion is a starting point for the agent to tune, not an automatic neutralization of intentional color.

-

- ```bash

- node <SKILL_DIR>/scripts/resolve.mjs --type grade --intent "warm cinematic" --for ./frame.png --project . --json

- ```

-

- Library looks live in `luts/index.json`. Each entry keeps `id`, `description`, `tags`, and `intensity`, then supplies either compact `params` for on-demand `buildCube(params)` generation or a direct CDN `url` for future scanned `.cube` files. Do not commit generated `.cube` bodies; resolve validates generated or downloaded cubes as it freezes them under `.media/luts/`.

-

- ```bash

- node skills/media-use/scripts/resolve.mjs --type lut --intent "teal orange blockbuster" --project . --json

- node skills/media-use/scripts/lib/cube-validate.mjs .media/luts/lut_001.cube

- ```

-

- ## Providers

-

- media-use holds no keys; every external tool owns its auth. Generation is

- centered on the HeyGen CLI free-usage path. Install and authenticate `heygen`

- before resolving bgm/sfx/image/icon/voice/avatar-video. Local tools are opt-in

- alternatives where they exist: mflux for image, Kokoro for voice, Parakeet for

- transcription, and LTX for local video generation. `resolve` spec-checks

- AVAILABLE RAM for those local ladders (`describeModelLadder`); the agent can

- see the ladder and override.

-

- | Type | Provider / path |

- | --------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |

- | bgm/sfx | heygen catalog free-usage path |

- | image | heygen search free-usage path; optional local mflux; codex `image_gen` upsell |

- | voice | heygen tts free-usage path; optional local **Kokoro** (free, on-device) |

- | icon | heygen asset search free-usage path |

- | logo | svgl, then simple-icons, then GitHub org avatar, then domain favicon (all free) |

- | grade/lut | local core-preset map, params/CDN look index, deterministic `buildCube` fallback |

- | video | heygen avatar video free-usage path (sign-in nudge on auth failure); optional local LTX (`videogen` ladder). Image-to-video / photo-avatar / dub stay manual `heygen` recipes |

-

- Local Kokoro (voice), mflux (image), and LTX (video) run on-device (free,

- private, offline once cached). The `codex` CLI remains the ChatGPT-sub image

- upsell. Cost rule (X4): the agent confirms before an agent-initiated paid call;

- a user-requested one just runs — `heygen.video` is flagged paid (metered free

- allowance) so an agent-initiated `resolve --type video` confirms first.

-

- To force a specific generator (e.g. a user says "make this image with codex"),

- pass `--provider codex`: it pins resolution to that provider and skips the

- free-usage default. See `references/operations.md` for the RAM ladders and

- provider recipes.

-

- `--local-only` skips every network provider, including the free HeyGen ones,

- leaving the project + global cache and any installed local provider. For

- HeyGen-only types, that means no fresh resolve.

-

- ## How it works

-

- `resolve` runs an automatic floor, then falls through to fetching:

-

- 1. Check project `.media/manifest.jsonl` for a prompt match (case- and whitespace-insensitive) — auto-reuse

- 2. Scan existing `assets/` directory for unregistered files that share a word with the need

- 3. Check global cache `~/.media/` for a reusable asset matched on the same normalized prompt — auto-reuse

- 4. Search via provider (HeyGen audio catalog, HeyGen asset search), or resolve color locally

- 5. Freeze file to `.media/<type>/`, register in manifest, regenerate `index.md`, auto-promote to `~/.media/`

-

- Steps 1 and 3 are the **deterministic floor**: they only auto-reuse an exact-normalized match, never a fuzzy one. Semantic reuse ("close enough") is the agent's explicit call via [Reuse before you resolve](#reuse-before-you-resolve) — it never happens automatically. The agent gets back **one line**; candidates, scores, provenance stay on disk.

-

- ## Adopt existing projects

-

- Most HyperFrames projects already have assets in `assets/`. media-use adopts them:

-

- ```bash

- node <SKILL_DIR>/scripts/resolve.mjs --adopt --project .

- # → adopted 9 assets from assets/

- # bgm_001 → assets/bgm/mango-fizz.mp3 (bgm, 146.6s)

- # image_001 → assets/images/avatar.jpg (image, 400×400)

- ```

-

- `ffprobe` extracts real duration and dimensions. During resolve, unregistered files in `assets/` matching the intent are adopted on the fly.

-

- ## Reading the inventory

-

- After resolve or adopt, read `.media/index.md` for the full inventory:

-

- ```

- # .media · 4 assets

-

- id type dur dims path description

- bgm_001 bgm 25s - .media/audio/bgm/bgm_001.mp3 upbeat tech launch

- sfx_001 sfx 0.6s - .media/audio/sfx/sfx_001.mp3 whoosh

- image_001 image - 1920×1080 .media/images/image_001.jpg gradient tech background

- icon_001 icon - 200×200 .media/images/icon_001.png rocket

- ```

-

- ## Cross-project reuse

-

- Assets are cached automatically on resolve. Every resolved/ingested asset is auto-promoted to the global cache at `~/.media/`, so subsequent resolves for the same (or near-identical) prompt, in any project, hit the cache with no re-download and no provider call.

-

- For a _semantically_ similar (not identical) need in another project, the exact-match floor won't fire — use [Reuse before you resolve](#reuse-before-you-resolve): `--candidates` lists the global assets, and `--reuse <sha>` imports the one you pick. This is how a track resolved in one project gets reused in the next when the wording differs.

-

- ## Preferences — remembered defaults

-

- The lightweight tier of user memory: confirmed brief answers (destination, aspect, language, flow, storyboard, voice, style preset) persisted on the same two-tier split as assets — project `.media/preferences.json` (committed, the team inherits it) and personal `~/.media/preferences.json`. A value earns the personal tier by being confirmed in **two different projects**, so a one-off choice never pollutes the global defaults.

-

- ```bash

- node <SKILL_DIR>/scripts/prefs.mjs get --hyperframes . --json # merged view (project overrides user)

- node <SKILL_DIR>/scripts/prefs.mjs record --hyperframes . --key destination --value x-feed

- node <SKILL_DIR>/scripts/prefs.mjs record --hyperframes . --key style_preset --value pin-and-paper --workflow faceless-explainer

- ```

-

- Only what the user actually confirmed gets recorded — never an inferred or defaulted value. How workflows consume these (a remembered value becomes the recommended default with a receipt, and never skips a question) is the brief contract's rule: `hyperframes-core/references/brief-contract.md` § 2, Remembered defaults.

-

- ## Recipes — frozen video bundles

-

- The heavyweight tier of user memory: one approved run frozen as a named, versioned bundle — `frame.md`, the storyboard skeleton (structure kept, content blanked to per-frame fill-ins), the brief skeleton (from `BRIEF.md` when the project has one — reusable frontmatter kept, run-shape and prose blanked), and the confirmed brief values. Same two tiers: project `.media/recipes/<name>/` (committed) and `~/.media/recipes/<name>/` (a freeze is already a confirmed bundle, so it promotes immediately — no two-project rule). Re-freezing a name bumps `version` and archives the old folder as `<name>@v<N>`.

-

- ```bash

- node <SKILL_DIR>/scripts/recipe.mjs freeze --hyperframes . --name weekly-promo # workflow read from BRIEF.md (--workflow only for briefless projects)

- node <SKILL_DIR>/scripts/recipe.mjs list --hyperframes . --workflow product-launch-video

- node <SKILL_DIR>/scripts/recipe.mjs use --hyperframes . --name weekly-promo # also: resolve.mjs --type recipe --entity weekly-promo

- ```

-

- The freeze is offered once after the final approval (`hyperframes-core/references/review-loop.md` § 4), and the intent layer (`/hyperframes` § 4) checks for a match before its first question. Adopting a recipe fills the brief, the design spec, and the storyboard skeleton — and unlike preferences it may skip the questions it answers: the bundle was approved as a whole, and adoption itself is the question.

-

- ## Usage stats

-

- Use `resolve --stats` for a local, shareable report over the current project's `.media/` manifest, the global `~/.media/` cache, and local resolve misses. Human output is compact; add `--json` for a single machine-readable object, and `--days N` to window timestamped records.

-

- ```bash

- node <SKILL_DIR>/scripts/resolve.mjs --stats --project . --days 7

- # media-use stats

- # total resolves: 12

- # misses: 2

- # hit rate: 86%

- ```

-

- ## Files

-

- - `.media/manifest.jsonl`: machine SSOT, one JSON record per line

- - `.media/index.md`: agent-readable table (id, type, dur, dims, path, description)

- - `.media/preferences.json`: the project's remembered defaults (committed)

- - `~/.media/`: global cross-project reuse cache (content-addressed, SHA-256)

- - `~/.media/preferences.json`: personal remembered defaults (promoted after two projects)

- - `.media/recipes/<name>/`: frozen video bundles — recipe.json + frame.md + storyboard skeleton (committed)

- - `~/.media/recipes/<name>/`: personal recipe tier (promoted on freeze)

- - `~/.media/misses.jsonl`: local-only resolve misses, including intent text for `--stats`

-

- ## Audio engine: voiceover, music, SFX, captions, transcription

-

- For a full audio pass (TTS voiceover + background music + sound effects in one

- shot), use the shared engine at `audio/scripts/audio.mjs`. It takes a neutral

- `audio_request.json` and writes `audio_meta.json` plus assets under

- `.media/audio/{voice,bgm,sfx}`:

-

- ```bash

- node <SKILL_DIR>/audio/scripts/audio.mjs --request ./audio_request.json --out ./audio_meta.json

- ```

-

- - **Request** `{ provider?, lang?, speed?, lines: [{ id, text, sfx?: [names] }], bgm: { mode?, query?, prompt? } }`: `id` joins each line back to your model; `bgm.mode` = `retrieve | generate | none` (omit for auto). `--only tts,bgm,sfx` runs a subset and merges into an existing `--out`.

- - **Output** `audio_meta.json` (id-keyed): `voices[].{path,duration_s,words[]}` (word timestamps for captions), `sfx[]`, `bgm`, `total_duration_s`.

- - **HeyGen free-usage path**: HeyGen CLI auth unlocks TTS plus music/SFX retrieval. Local/provider-specific generators are explicit alternatives where installed; run `node <SKILL_DIR>/scripts/resolve.mjs --doctor` before assuming retrieval or TTS will work.

- - If BGM took the generate path (`bgm_pending: true`), run `audio/scripts/wait-bgm.mjs` before final render.

-

- Single-shot helpers: `audio/scripts/heygen-tts.mjs` (one voice file). Transcription / background removal / captions use the `hyperframes` CLI (`transcribe`, `remove-background`), see the per-topic guides in `audio/references/` (`tts.md`, `bgm.md`, `sfx.md`, `transcribe.md`, `remove-background.md`, `captions/`).

-

- ## Operating on media (cut, reframe, transform)

-

- media-use resolves + remembers; for **operating** on assets see

- `references/operations.md`: local-tool recipes (ffmpeg trim/reframe/montage,

- auto-editor, scenedetect) and the local-vs-HeyGen transform table (background

- removal, upscale, lipsync, translate). Run the tool, then register the output

- with `resolve --from <output> --type <type>` so it joins the ledger + global

- cache.

-

- HEVC/H.265 sources need no conversion for **render** (FFmpeg pre-decodes all

- input video) or for **preview** (auto-proxy transcodes and caches an H.264

- copy on first use, disable with `--no-proxy` or `media.autoProxy: false` in

- hyperframes.json). A manual H.264 proxy via `ffmpeg -i in.mp4 -c:v libx264

- -crf 18 proxy.mp4`, registered with `resolve --from`, remains available for

- edge cases (e.g. auto-proxy disabled, or ffmpeg unavailable at preview time).

-

- ## CLI tools used (what to run, and how to enable each)

-

- `resolve` auto-cascades; each provider shells one CLI. HeyGen is the

- free-usage path for bgm/sfx/image/icon catalog search, TTS (voice), and avatar

- video, so those capabilities need `heygen` installed and authenticated. Local

- tools are OPT-IN alternatives where they exist; install one to unlock its free,

- private, on-device path instead of or ahead of HeyGen for that type. Only

- `ffmpeg`/`ffprobe` are strictly required for the tool to run at all.

-

- | Tool | Serves | Install |

- | ------------------ | ------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------- |

- | `ffmpeg`/`ffprobe` | adopt probing, smart-grade signalstats, cut, duck bake, loudnorm | system package (`brew install ffmpeg`) |

- | `heygen` | catalog (bgm/sfx/image/icon) + TTS (voice) + avatar video — the free-usage path | `curl -fsSL https://static.heygen.ai/cli/install.sh \| bash` then `heygen auth login --oauth` (needs >= v0.3.0) |

- | `mflux-generate` | local image gen (FLUX), best-for-RAM | `uv venv ~/.venvs/mflux && VIRTUAL_ENV=~/.venvs/mflux uv pip install mflux==0.9.6` |

- | `codex` | image gen upsell (ChatGPT sub) | Codex CLI, logged in via ChatGPT (owns its own auth) |

- | `parakeet-mlx` | local transcription (default ASR, best) | `uv venv ~/.venvs/parakeet && VIRTUAL_ENV=~/.venvs/parakeet uv pip install parakeet-mlx` |

- | `ltx-2-mlx` | local video gen | `git clone https://github.com/dgrauet/ltx-2-mlx && cd ltx-2-mlx && uv sync --all-extras` |

- | `npx hyperframes` | Kokoro TTS (voice), whisper.cpp (transcribe fallback), remove-background | via the hyperframes CLI; whisper.cpp is built on first use (Homebrew on macOS, else git+cmake), models download from HuggingFace |

-

- The RAM-graded local-model shortlist + exact per-tier install/invoke lives in

- `scripts/lib/local-models.mjs` (the agent can read `describeModelLadder(cap, specs)`

- to see which model fits this machine). Without a tool on PATH, its provider

- prints a one-line diagnostic to stderr and resolve falls through where another

- provider exists (e.g. no `mflux` -> codex image upsell; no `parakeet-mlx` -> whisper.cpp).

-

- `heygen asset search` is a pre-launch command hidden from `heygen --help`, but it

- runs. Every media-use call that shells `heygen` — catalog search AND every

- generating call (TTS, avatar video) — tags requests with the allowlisted

- `X-HeyGen-Client-Source: media-use` header (v0.3.0+), sourced from one shared

- constant (`HEYGEN_CLIENT_SOURCE_ARGV` in `scripts/lib/heygen-cli.mjs`) so a

- future call site can't silently ship untagged. Read-only discovery calls

- (`voice list`, `avatar list`) are intentionally left untagged.

-

- ## Telemetry

-

- `resolve` and the edit tools (transcribe / transcript-cut / audio-duck) send an

- anonymous usage event to PostHog (`scripts/lib/telemetry.mjs`), so we can see

- which capabilities are actually used. It records only the media TYPE, the

- resolution SOURCE, and the winning PROVIDER: never the intent text, file names,

- or paths, and `$ip:null` so no IP is stored. Best-effort and non-blocking (a

- resolve never waits on or fails from telemetry).

-

- Opt out with `DO_NOT_TRACK=1` or `HYPERFRAMES_NO_TELEMETRY=1` (also off in CI and

- dev). Same public PostHog project key and opt-outs as the `hyperframes` CLI.

- ## Privacy

- media-use uses the same shared install id as the `hyperframes` CLI/studio

- (`~/.hyperframes/config.json`). When you are signed in to HeyGen, usage is

- linked to your account email, or username when email is unavailable, matching

- the CLI behavior. The events stay coarse: media type, source, provider, and

- small counts only; intent text and paths stay local. Disable telemetry with

- `HYPERFRAMES_NO_TELEMETRY=1` or `DO_NOT_TRACK=1`.