smart-ai-memory/attune-ai · plugin/skills/bug-predict/SKILL.md

bug-predict skillA

bug-predict is agent-read markdown (skill) from smart-ai-memory/attune-ai: Predict likely bug locations from code patterns and complexity. Triggers on: predict bugs, find bugs, risky code, code risk, what might break, likely bugs, bug hotspots..

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 smart-ai-memory/attune-ai/bug-predict@git:20260902.d668714
Exact content
mdr add smart-ai-memory/attune-ai/bug-predict@sha256:4cdcc13366809fc9

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_7ctasmqp534riz5z.svg)](https://markdownregistry.com/a/art_7ctasmqp534riz5z)

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Versions

versioncommittedcommitsizeaudit
git:20260902.d668714 latest2026-09-02 d668714 2,851 BA view · diff
git:20260628.4fd65a52026-06-28 4fd65a5 2,099 BA view · diff
git:20260625.50a33002026-06-25 50a3300 1,720 BA view · diff
git:20260406.799b6b72026-04-06 799b6b7 1,706 BA view · diff
git:20260403.3c8c1ff2026-04-03 3c8c1ff 1,425 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 (2851 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

smart-ai-memory/attune-ai · 10 stars · license Apache-2.0 · pushed 2026-09-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_7ctasmqp534riz5z
GET https://markdownregistry.com/api/v1/resolve?ref=smart-ai-memory/attune-ai/bug-predict
GET https://markdownregistry.com/api/v1/blob/4cdcc13366809fc90a04f2dd37e5e3ea5920ebb165be5874abd1e252384be06b

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