vidxp-find-video-evidence

vidxp-find-video-evidence is a skill for Codex from grayhatdevelopers/vidxp. It costs 98 tokens per session (790 once invoked), scanned A, original, MIT.

A video-search workflow that uses VidXP, a system for finding moments in indexed videos. It returns an evidence board, still images, and short clips for the relevant parts.

In plain words
What is it for?
Finding where something appears, locating when an event happens, checking spoken content, and showing the matching video evidence.
Why use it?
It avoids watching an entire video or relying on an unsupported summary when checking what appears, happens, or is said.

Skill for Codex

Written for Codex: agents/openai.yaml present.

Good fit Finding where something appears, locating when an event happens, checking spoken content, and showing the matching video evidence.

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Install with agentmods
npx agentmods add skills/grayhatdevelopers/vidxp/vidxp-find-video-evidence
Install

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.

Any agent
npx skills add grayhatdevelopers/vidxp --skill vidxp-find-video-evidence
Clone the repo
git clone --depth 1 https://github.com/grayhatdevelopers/vidxp

Made for: Codex.

Wrote 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.

agentmods badge for vidxp-find-video-evidence

README.md
[![agentmods](https://agentmods.dev/badge/skills/grayhatdevelopers/vidxp/vidxp-find-video-evidence.svg)](https://agentmods.dev/skills/grayhatdevelopers/vidxp/vidxp-find-video-evidence)
Your own site
<a href="https://agentmods.dev/skills/grayhatdevelopers/vidxp/vidxp-find-video-evidence"><img src="https://agentmods.dev/badge/skills/grayhatdevelopers/vidxp/vidxp-find-video-evidence.svg" alt="Measured on agentmods" height="20"></a>
Per session 98 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 790 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00098 $0.00790
Opus 5 $0.00049 $0.00395
Sonnet 5 $0.00020 $0.00158
Haiku 4.5 $0.00010 $0.00079

Measured 8d ago against content hash 97217fbf97a0, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

vidxp-find-video-evidence 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 8d 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.

plugins/vidxp/skills/vidxp-find-video-evidence/SKILL.md · 60 lines

How it starts

The opening of the file, as written. The whole thing — 60 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Find video evidence with VidXP

Workflow

  1. Resolve the vidxp MCP tools, then call get_workspace. If the requested video is not indexed, explain that it must be indexed first.
  2. Submit one retrieval job. Use search_moments to locate moments; use query_video only when the user asks for a synthesized answer. Use command.query with search_moments and command.question with query_video. Set command.media_id when the user means one video.
  3. In that initial job, put exactly this inside command: "evidence_delivery": {"mode": "keyframes_and_clips", "max_items": 3}. This prepares the ranked board, standalone keyframes, and clips without a second retrieval pass. Never send command.materialize.
  4. Call wait_job for bounded waits. Pass its observation_token as after_observation_token on the next wait. When terminal, call get_job_evidence once. It returns the concise evidence index and visual content without the full structured job dump. Search and query may take time; update the user when the stage changes or about once per minute, never after every wait and never with an invented ETA.
  5. Surface the returned board, keyframes, and clips immediately. Do not call get_job, repeat the search, materialize more evidence, create another board, or perform a self-directed verification loop before showing the initial evidence.
  6. Stop after the first evidence delivery. Only when the user explicitly asks for another selection or format, use tile evidence IDs with materialize_job_evidence, or use create_evidence_board for a custom selection or next_start_rank continuation.

Actor scope

  • Actor data is available through query_video, not name search. It represents anonymous, video-scoped face clusters—not a named or cross-video identity.
  • Treat its image as a representative full frame, not an exact face crop or proof of continuous presence. Do not claim exhaustive named appearances.
  • For named-person requests, surface the best scene candidates immediately and label uncertain matches as candidates. Do not delay delivery while trying to prove identity through additional searches.

Read the full file on GitHub · 60 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

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.

  1. 8d ago First seen · 60 lines · 98 tokens per session scan A 97217fbf97a0

Subscribe to this mod's changes

vidxp-find-video-evidence is a skill published in the GitHub repository grayhatdevelopers/vidxp (49 stars, last pushed today), licensed MIT. It adds 98 tokens to every session and 790 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.