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/rebuild-site)<a href="https://agentmods.dev/skills/kumarsashank/motiscope/rebuild-site"><img src="https://agentmods.dev/badge/skills/kumarsashank/motiscope/rebuild-site/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/rebuild-site"><img src="https://agentmods.dev/badge/skills/kumarsashank/motiscope/rebuild-site.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 | $0.00104 | $0.01807 |
| Opus 5 | $0.00052 | $0.00903 |
| Sonnet 5 | $0.00021 | $0.00361 |
| Haiku 4.5 | $0.00010 | $0.00181 |
Grade A, and why
rebuild-site scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 130 lines — stays where its author put it; the contents beside it link to each section on GitHub.
motiscope: rebuild-site
Rebuild a whole landing page from a walkthrough recording. This is analyze + recreate
applied to an entire page, and it leans on the same division of labor:
- The numbers give you the WHEN + the structure — motiscope measures section timing, transitions, and per-section entrance easing, and curates the frames that show each section.
- You give the WHAT — from the frames you reconstruct the sections, layout, copy, design system, and what kind of animation each uses (open vocabulary — scroll reveals, pins, masks, draws, whatever you see).
- Imagen fills the photos — generate the photographic assets the design needs.
It's a team effort: measured timing + curated frames + your vision + generated assets → a full page. Be honest about which is which in the final summary.
Resolve scripts + preflight
SCRIPTS="${CLAUDE_PLUGIN_ROOT:-}/scripts"; REFS="${CLAUDE_PLUGIN_ROOT:-}/references"
[ -f "$SCRIPTS/ingest.py" ] || { SCRIPTS="<abs dir of this SKILL.md>/../../scripts"; REFS="<...>/../../references"; }
(Windows: python.)
Preflight
python3 "$SCRIPTS/mvsetup.py" --check # exit 0 = ready; else hand to /motiscope:doctor
Resolve the video from $1, else scan animations/ (as in analyze).
Step 1 — analyze the whole walkthrough
python3 "$SCRIPTS/ingest.py" "<video>" --preset landing
landing gives readable 1280px frames and auto-decomposes onto the motion. The result:
holdsegments = the sections the walkthrough paused on.fade-out/cutsegments = the transitions between sections.- per-section entrance timing/easing (the
movebeats + theircubic-bezier), the stagger timing, and curated frames covering each section.
For a long clip, note it may exceed one pass; you can also re-run focused on a range
(--start/--end) to get denser frames for a specific section.
Step 2 — build the site plan (from the frames)
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 · 130 lines · 104 tokens per session scan A 08f16058f1d1
rebuild-site is a skill published in the GitHub repository KumarSashank/motiscope (112 stars, last pushed 1mo ago), licensed MIT. It adds 104 tokens to every session and 1,807 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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