agent-debug-memory SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
agent-debug-memory from jinning6/noosphere is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jinning6/noosphere/agent-debug-memory@git:20260715.10fc9a0Pins git:20260715.10fc9a0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jinning6/noosphere
- Path
shared_skills/active/agent-debug-memory/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260715.10fc9a0, committed Jul 15, 2026
- Size
- 2,456 bytes
- Repository stars
- 18
- License
- Apache-2.0
Use when debugging code, tests, builds, deployments, CI failures, runtime errors, framework issues, API migrations, or UI state bugs where a coding Agent should consult Noosphere shared memory before fixing and upload the verified lesson afterward.
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
# Agent Debug Memory Use Noosphere as the shared debugging memory layer before and after substantial debugging work. ## Before Fixing 1. Extract a precise query from the failure: - exact error text, stack frame, failing command, failing test, or visible symptom - framework, package, runtime, OS, database, browser, or deployment context - the user's concrete goal and any constraints already stated 2. Call the Noosphere MCP tool `consult_noosphere` with that query. 3. If useful tags are obvious, include focused `topic_tags`, such as `react`, `vite`, `typescript`, `mcp`, `github-actions`, `async-ui`, `codex`, `claude-code`, `windows`, or the library name. 4. Treat returned fragments as leads, not truth. Verify against the local codebase, official docs when needed, and runnable tests or reproduction steps. ## During Fixing - Prefer the smallest complete fix that addresses the verified root cause. - Do not copy a Noosphere fragment blindly if the local environment, version, lifecycle, or data flow differs. - Keep secrets, tokens, private customer data, private code snippets, and credentials out of tool calls and uploaded memories. ## After Fixing …
Read the whole file at its exact version.
How to install
mdr add jinning6/noosphere/agent-debug-memory@sha256:d15ebefd3fa20411The line at the top of this page pins the label git:20260715.10fc9a0, 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.
[](https://markdownregistry.com/a/art_k3amsxpzdrm3feuk)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 15, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2456 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
jinning6/noosphere · 18 stars · license Apache-2.0 · pushed 2026-11-09 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_k3amsxpzdrm3feuk GET https://markdownregistry.com/api/v1/resolve?ref=jinning6/noosphere/agent-debug-memory GET https://markdownregistry.com/api/v1/blob/d15ebefd3fa20411c1f2b1202191adcd9fdc0bb2b92761543587bf1bbf81bb4e
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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