Getting it into your agent
This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.
/plugin marketplace add KumarSashank/motiscope/plugin install motiscopeWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/kumarsashank/motiscope/doctor)<a href="https://agentmods.dev/skills/kumarsashank/motiscope/doctor"><img src="https://agentmods.dev/badge/skills/kumarsashank/motiscope/doctor/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/kumarsashank/motiscope/doctor"><img src="https://agentmods.dev/badge/skills/kumarsashank/motiscope/doctor.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00057 | $0.00763 |
| Opus 5 | $0.00028 | $0.00381 |
| Sonnet 5 | $0.00011 | $0.00153 |
| Haiku 4.5 | $0.00006 | $0.00076 |
Grade B, and why
doctor scanned grade B with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Asks for rootmediumPrivilege escalation
A mod that escalates privileges can change anything on the machine, not only the project.
- **Linux:** `sudo apt-get install -y ffmpeg` (or `sudo dnf install ffmpeg`) How it starts
The opening of the file, as written. The whole thing — 70 lines — stays where its author put it; the contents beside it link to each section on GitHub.
motiscope: doctor
Verify dependencies and scaffold config. motiscope's pipeline is pure Python standard library, so the only hard dependencies are ffmpeg and ffprobe.
Resolve the scripts directory
SCRIPTS="${CLAUDE_PLUGIN_ROOT:-}/scripts"
[ -f "$SCRIPTS/mvsetup.py" ] || SCRIPTS="<absolute dir of this SKILL.md>/../../scripts"
(Windows: use python.)
Run status
python3 "$SCRIPTS/mvsetup.py" --json
The JSON reports status, missing_binaries, install_hint, platform, config_file, env_file, and per-provider key presence.
If ffmpeg/ffprobe are missing
Do not install silently. Ask the user for permission (AskUserQuestion), then run the platform command:
- macOS (Homebrew):
brew install ffmpeg - Linux:
sudo apt-get install -y ffmpeg(orsudo dnf install ffmpeg) - Windows:
winget install Gyan.FFmpeg(orchoco install ffmpeg)
Re-run mvsetup.py --check afterward to confirm (exit 0 = ready).
Scaffold config
python3 "$SCRIPTS/mvsetup.py"
This creates, if absent:
~/.config/motiscope/config.json— non-secret preferences (default_target,frame_budget,resolution,frame_format,image_provider,video_provider).~/.config/motiscope/.env(mode0600) — optional API keys for asset generation, commented out by default.
API keys (optional)
Asset generation (creating an image an animation needs) is optional — no key is required for analysis or code recreation. Image generation is real for Gemini/Imagen; the other providers write a labeled placeholder until wired. To configure one, ask the user (AskUserQuestion) which provider, and write the key into ~/.config/motiscope/.env:
| Purpose | Providers (env var) |
|---|---|
| Image | Gemini/Imagen (GEMINI_API_KEY) — implemented; OpenAI (OPENAI_API_KEY), Stability (STABILITY_API_KEY), Replicate (REPLICATE_API_TOKEN), fal (FAL_KEY) |
| Video | Runway (RUNWAY_API_KEY), Replicate (REPLICATE_API_TOKEN), fal (FAL_KEY) |
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 12d ago First seen · 70 lines · 57 tokens per session scan B 1c9e2e0d16a0
doctor is a skill published in the GitHub repository KumarSashank/motiscope (113 stars, last pushed 1mo ago), licensed MIT. It adds 57 tokens to every session and 763 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it B with 1 finding (asks for root). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
talking-head-recut
Package an existing talking-head / interview / podcast video with timed, designed GRAPHIC OVERLAY cards — kinetic titles, lower-thirds, data callouts, quotes, side panels, picture-in-picture — synced to the transcript, on a 16:9 / 9:16 / 4:5 canvas of your choice; the clip plays untouched underneath. Trigger on…
embedded-captions
A workflow for adding captions or subtitles to an existing single-person talking-head video without changing the footage. Captions can appear as ordinary subtitles, behind the speaker, or as stylized visual effects.
faceless-explainer
Turn arbitrary text — an article, notes, a topic, a brief — into a faceless explainer video: there is no site or footage to capture, so the visuals are invented per scene (typography, abstract graphics, diagrams, data-viz). Use for topic explainers, concept breakdowns, how-tos, listicles. Not a video built from a…
pr-to-video
Turn a GitHub pull request (a PR URL, owner/repo#N, or 'this PR' in a checked-out repo) into a code-change explainer video — changelog, feature reveal, fix, or refactor walkthrough built from the diff, commits, and files: the input is a code change, not a website. Not a product promo (/product-launch-video) or a no-PR…
slideshow
Author a HyperFrames slideshow — a presentation, pitch deck, or interactive deck with discrete slides, fragment reveals, branching, hotspot navigation, and built-in presenter mode with speaker notes; also converts an existing page into a deck. Output is a navigable deck, not a rendered MP4. If the user didn't…
hyperframes-audio
Use when audio already placed in a HyperFrames composition needs to be mixed: fade-in/fade-out, crossfade, track gain or volume, volume automation, ducking, a music bed that fights a voiceover (voiceover carve), effects on a track (EQ, compressor, limiter, gate, saturation, delay, reverb, chorus, phaser, bitcrush)…