Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/kdr/overcast/overcast-frame-gridnpx skills add kdr/overcast --skill overcast-frame-gridgit clone --depth 1 https://github.com/kdr/overcastWrote 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/kdr/overcast/overcast-frame-grid)<a href="https://agentmods.dev/skills/kdr/overcast/overcast-frame-grid"><img src="https://agentmods.dev/badge/skills/kdr/overcast/overcast-frame-grid.svg" alt="Measured on agentmods" 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 | $0.00036 | $0.00768 |
| Opus 5 | $0.00018 | $0.00384 |
| Sonnet 5 | $0.00007 | $0.00154 |
| Haiku 4.5 | $0.00004 | $0.00077 |
Grade A, and why
overcast-frame-grid 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 5d 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 — 63 lines — stays where its author put it; the contents beside it link to each section on GitHub.
overcast-frame-grid
Use this skill to find roughly WHERE in a clip something appears with a single
vision call, before spending per-frame calls. It's the "grid trick" from
temporal-search research (frames tiled into one image; Set-of-Mark numbering over
time). Pairs with overcast-pinpoint for the frame-precise follow-up. Use the
broad overcast skill and overcast/reference/verbs.md for exact flags.
Workflow
overcast doctor --json
overcast case init --json
overcast grid ./clip.mp4 --count 16 --json # -> media.grid: payload.montage + payload.cells + payload.cols
overcast see <montage-path> --prompt "Which numbered cells show <X>? Reply with cell numbers and why." --json
- If the grid record's
payload.labeledisfalse(this ffmpeg build has nodrawtext), tellseeit's a<cols>-column grid numbered left-to-right, top-to-bottom (colsis in the record), so it can reference cells by position. - Only the first
countcells hold frames; the last row may be blank padding (thosepayload.cells[].atarenull), so haveseepick from 1..countand ignore blank tiles. - Always map the chosen cell number back through
payload.cells[n].atto get the real timestamp — never use a time the model typed out.
Zoom in on the winning region (narrow the window, or hand the timestamp to
overcast-pinpoint):
overcast grid ./clip.mp4 --start <a> --end <b> --count 16 --json # finer sheet around the hit
overcast see frame://<watch-record>@<t> --prompt "Is <X> here? yes/no + detail" --json
overcast note "<X> first visible" --ref <record> --at <t1-t2> --json
overcast brief --export ./grid-triage.md --json
Use --at "s1,s2,s3" instead of --count when you already have candidate
timestamps to compare side by side; --start/--end to focus a window; --cols
/ --width to shape the sheet. Add --view (--no-open in a headless run) to
also write a clickable HTML board — numbered, timestamped cells that seek the
source clip — for eyeballing the sheet by hand; the montage PNG stays the input
you hand to see.
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.
- 5d ago First seen · 63 lines · 36 tokens per session scan A 84d1d7a190fc
overcast-frame-grid is a skill published in the GitHub repository kdr/overcast (16 stars, last pushed 2d ago), licensed Apache-2.0. It adds 36 tokens to every session and 768 once invoked, about $0.0002 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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