insforge-debug SKILL.md skillA
insforge-debug from sutchan/agent-skills-hub is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add sutchan/agent-skills-hub/insforge-debug@git:20261007.ab00264Pins git:20261007.ab00264 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- sutchan/agent-skills-hub
- Path
skills/insforge-debug/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261007.ab00264, committed Oct 7, 2026
- First version recorded
- Aug 22, 2026
- Size
- 15,614 bytes
- Repository stars
- 2
- License
- MIT
Rigor Debug / Rigor Audit 技能，面向 Insforge（即时后端/数据库服务）的调试。当用户想排查 Insforge 数据模型、CLI、本地开发或部署问题时使用。.
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
# InsForge Debug Diagnose problems in InsForge projects by combining the backend's observability primitives — logs, metrics, db-health, advisor, policies, metadata, error objects, deploy state, and AI assist. This skill provides: 1. A reference per **debug primitive** (one observability surface each — under `references/`) 2. **Symptom Recipes** (below) that name the primitive sequence for known reactive symptoms and proactive audits **Always use `npx -y @insforge/cli`** — never install the CLI globally. ## Fastest Path: AI-Assisted Triage When the user gives a concrete description (error message, failing URL, HTTP status), hand it to the InsForge debug agent. Unlike the other primitives, this one returns suggestions, not just observations — verify the diagnosis against the primitives it cites before acting on it. ```bash npx -y @insforge/cli diagnose --ai "<issue description>" ``` See [references/ai-assisted.md](references/ai-assisted.md) for when to use this first vs when to skip, and how to verify the output. ## Debug Primitives …
Read the whole file at its exact version.
How to install
mdr add sutchan/agent-skills-hub/insforge-debug@sha256:dcc53c07655cc036The line at the top of this page pins the label git:20261007.ab00264, 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_bc6k4bipsm6tolgh)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Aug 22, 2026 and Oct 7, 2026, about one every 12 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261007.ab00264 latest | 2026-10-07 | ab00264 | 15,614 B | A | view · diff |
| git:20260909.998370c | 2026-09-09 | 998370c | 15,342 B | A | view · diff |
| git:20260823.639511e | 2026-08-23 | 639511e | 15,609 B | A | view · diff |
| git:20260822.79ec489 | 2026-08-22 | 79ec489 | 15,619 B | A | view · diff |
| git:20260822.b84be12 | 2026-08-22 | b84be12 | 15,633 B | A | view |
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 (15614 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
sutchan/agent-skills-hub · 2 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_bc6k4bipsm6tolgh GET https://markdownregistry.com/api/v1/resolve?ref=sutchan/agent-skills-hub/insforge-debug GET https://markdownregistry.com/api/v1/blob/dcc53c07655cc0361d5b78a6f80ec11232caa52b685337f51454c966805e396a
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.
More from sutchan/agent-skills-hub
Every file in sutchan/agent-skills-hub