lazy-debug SKILL.md skillA

lazy-debug from blizps/free-kimi-code is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add blizps/free-kimi-code/lazy-debug@v1.0.3

Pins v1.0.3 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
blizps/free-kimi-code
Path
skills/lazy-debug/SKILL.md
Versions recorded
4
Latest version
v1.0.3, committed Sep 21, 2026
First version recorded
Sep 19, 2026
Size
609 bytes
Repository stars
3
License
MIT

Use for crashes, wrong output, hangs, regressions, or unclear root causes.

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

# Lazy Debug

**REPRODUCE → DISCRIMINATE → RECHECK.**

- Reproduce the smallest signal; find the **first divergence** with **high-information** checks.
- Trace input → boundary → failure; fix the root cause narrowly and preserve behavior.
- Add **regression** proof. No blind retries or speculative rewrites.
- **Anti-yap:** target ~75% less avoidable prose; report **cause → fix → proof → caveat** only when each adds information; no **theory dump**.

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add blizps/free-kimi-code/lazy-debug@sha256:2a297d93308240dc

The line at the top of this page pins the label v1.0.3, 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 badge

[![mdr](https://markdownregistry.com/badge/art_qvrdm3oayio5cuko.svg)](https://markdownregistry.com/a/art_qvrdm3oayio5cuko)

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

Versions

The registry has recorded 4 versions of this file, between Sep 19, 2026 and Sep 21, 2026, more than one a day.

versioncommittedcommitsizeaudit
v1.0.3 latest2026-09-21 05d6260 609 BA view · diff
v1.0.22026-09-20 7290b06 609 BA view · diff
v1.0.12026-09-20 fa5c5a4 609 BA view · diff
v1.0.02026-09-19 cdfe291 609 BA 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 (609 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

blizps/free-kimi-code · 3 stars · license MIT · pushed 2026-09-23 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_qvrdm3oayio5cuko
GET https://markdownregistry.com/api/v1/resolve?ref=blizps/free-kimi-code/lazy-debug
GET https://markdownregistry.com/api/v1/blob/2a297d93308240dc0fc31c32cc2cb16f117c1705abf40d67904f1f8c6a58b23b

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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Every file in blizps/free-kimi-code

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