Home / jinning6 / noosphere · GitHub

using-noosphere SKILL.md skillA

using-noosphere from jinning6/noosphere is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add jinning6/noosphere/using-noosphere@git:20260728.9759a69

Pins git:20260728.9759a69 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: jinning6/noosphere
Path: plugins/claude-noosphere/skills/using-noosphere/SKILL.md
Versions recorded: 3
Latest version: git:20260728.9759a69, committed Jul 28, 2026
First version recorded: Jul 20, 2026
Size: 2,555 bytes
Repository stars: 18
License: Apache-2.0

Use automatically before diagnosing or fixing a concrete software failure. Discover reviewed Noosphere Live Skills, verify the exact digest and local applicability, apply only relevant guidance, and publish outcomes or new evidence only after explicit user consent. Do not use for feature work, general questions, or speculation.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Using Noosphere

Use the live registry as one evidence source inside the normal debugging workflow. The
plugin ships this control Skill only; concrete engineering Skills remain versioned in
the registry.

## Workflow

1. Frame the failure: symptom, environment and versions, expected result, observed
   result, and constraints.
2. Call `list_shared_skills(query="<symptom, environment, failure mechanism>")`.
   Ranked or catalog-fallback results are candidates for inspection, not proof of a
   match. If none applies, continue normal diagnosis.
3. Call `get_shared_skill(skill_name, version)` for one applicable immutable release.
   Reject digest failure. Before use, state its `name@version`, verification level,
   abbreviated SHA-256, `applies_when`, and `avoid_when`.
4. Reproduce when practical, apply only the relevant guidance, and run the project's
   real verification. Retrieval alone never proves success.
5. Classify the result as `success`, `partial`, or `failure`. Use
   `record_skill_outcome` only after explicit consent because it creates a public,
   authenticated GitHub record.
6. If the Agent independently verifies a reusable fix, ask for explicit consent before
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add jinning6/noosphere/using-noosphere@sha256:01dad825f0135f3a

The line at the top of this page pins the label git:20260728.9759a69, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

[![mdr](https://markdownregistry.com/badge/art_bizky6piuzxh234n.svg)](https://markdownregistry.com/a/art_bizky6piuzxh234n)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 3 versions of this file, between Jul 20, 2026 and Jul 28, 2026, about one every 4 days.

version	committed	commit	size	audit
git:20260728.9759a69 latest	2026-07-28	9759a69	2,555 B	A	view · diff
git:20260727.ca50c94	2026-07-27	ca50c94	3,731 B	A	view · diff
git:20260720.3e50367	2026-07-20	3e50367	2,961 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (2555 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

jinning6/noosphere · 18 stars · license Apache-2.0 · pushed 2026-11-09 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_bizky6piuzxh234n
GET https://markdownregistry.com/api/v1/resolve?ref=jinning6/noosphere/using-noosphere
GET https://markdownregistry.com/api/v1/blob/01dad825f0135f3ae758b5306c5551fa3b80f18aa4064efb2317781f11ba31a1

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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