observer

A package that turns a video or podcast into a study session with a transcript, prepared concepts, and charts.

In plain words
What is it for?
Preparing videos for study, checking concepts, pausing to ask questions, and viewing agent-built charts.
Why use it?
It helps when a recording is difficult to follow or when you need explanations while watching.

Plugin for Claude Code

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.

Claude Code
/plugin marketplace add hec-ovi/observer-skill
agentmods
npx agentmods add plugins/hec-ovi/observer-skill/observer
Clone the repo
git clone --depth 1 https://github.com/hec-ovi/observer-skill

Made for: Claude Code.

Per session not measured What this adds to a session before it is invoked.
When invoked not measured Not applicable: nothing here is loaded into a session.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Security

Grade A, and why

observer 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 yesterday.

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/observer/.claude-plugin/plugin.json · 13 lines

What it actually says

{
  "$schema": "https://json.schemastore.org/claude-code-plugin-manifest.json",
  "name": "observer",
  "displayName": "Observer",
  "version": "0.1.0",
  "description": "Turn a video or podcast into a study session: transcript, prepared concepts, and charts the agent builds and verifies. Pause anywhere and ask; the agent knows the second you are on. Ships the observer skill and its MCP server.",
  "author": { "name": "Hector Oviedo", "url": "https://github.com/hec-ovi" },
  "homepage": "https://github.com/hec-ovi/observer-skill",
  "repository": "https://github.com/hec-ovi/observer-skill",
  "license": "MIT",
  "keywords": ["video", "transcript", "learning", "mcp", "agent-skills", "data-visualization"]
}
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. yesterday First seen · 13 lines scan A c2798ac90523

Subscribe to this mod's changes

observer is a plugin published in the GitHub repository hec-ovi/observer-skill (0 stars, last pushed 27d ago), licensed MIT. Its token cost is not measured: this kind of file is read by the harness, not the model. 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 2026-08-31.