agentskillexchange/skills · skills/agents-observe-claude-code-observability/SKILL.md

Inspect Claude Code multi-agent runs with Agents Observe skillA

Inspect Claude Code multi-agent runs with Agents Observe is agent-read markdown (skill) from agentskillexchange/skills: Gives Claude Code operators a live dashboard for multi-agent sessions, tool calls, file activity, and nested task progress so debugging starts from what the agents are actually doing..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add agentskillexchange/skills/Inspect Claude Code multi-agent runs with Agents Observe@git:20260710.62afd0f
Exact content
mdr add agentskillexchange/skills/Inspect Claude Code multi-agent runs with Agents Observe@sha256:a7587018794d9565

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_w4u2fbf5c5or5eok.svg)](https://markdownregistry.com/a/art_w4u2fbf5c5or5eok)

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Versions

versioncommittedcommitsizeaudit
git:20260710.62afd0f latest2026-07-10 62afd0f 2,058 BA view · diff
git:20260710.29255102026-07-10 2925510 1,987 BB view · diff
git:20260518.471df3d2026-05-18 471df3d 2,047 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (2058 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

agentskillexchange/skills · 40 stars · license MIT · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_w4u2fbf5c5or5eok
GET https://markdownregistry.com/api/v1/resolve?ref=agentskillexchange/skills/Inspect Claude Code multi-agent runs with Agents Observe
GET https://markdownregistry.com/api/v1/blob/a7587018794d956554e9818806d548f607ba0d7217bdf9baf689a214ae5e340f

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.