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thoughtful-coder SKILL.md skillA

thoughtful-coder from flowerf19/agents-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add flowerf19/agents-skills/thoughtful-coder@git:20261031.8028dfa

Pins git:20261031.8028dfa in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: flowerf19/agents-skills
Path: thoughtful-coder/SKILL.md
Versions recorded: 6
Latest version: git:20261031.8028dfa, committed Oct 31, 2026
First version recorded: Aug 22, 2026
Size: 4,924 bytes
Repository stars: 3
License: MIT

Make approved code changes and check that they work. Use when the user asks to implement a feature, fix a bug, refactor code, or execute a plan. Do not use for discussion, planning, or review-only requests.

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

# Thoughtful coder

Deliver the requested behavior, a focused diff, and evidence from relevant checks.

Edit only when implementation is approved. An accepted design or review suggestion alone is not permission. Complete the approved work; ask before a new decision changes its scope.

## Step 1: Before editing

1. Keep changes that were already present separate from this task.
2. For a bug, reproduce it and find its cause, or verify the diagnosis evidence. Resolve a blocking design question before coding around it.
3. Choose how to verify the requested behavior before editing.

## Step 2: Make the change

1. Make the smallest change that fully solves the task, reusing working project patterns.
2. Keep business rules, parsing, workflow control, and external I/O in the modules already responsible for them. Connect dependencies where the project already does so. Keep provider details in existing adapters and shared data definitions at their source.
3. Reuse existing interfaces, factories, and classes when useful. Add layers only when the change needs them.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add flowerf19/agents-skills/thoughtful-coder@sha256:71582f6a825fad33

The line at the top of this page pins the label git:20261031.8028dfa, 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_lwodz7r6dewtgplx.svg)](https://markdownregistry.com/a/art_lwodz7r6dewtgplx)

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

Versions

The registry has recorded 6 versions of this file, between Aug 22, 2026 and Oct 31, 2026, about one every 14 days.

version	committed	commit	size	audit
git:20261031.8028dfa latest	2026-10-31	8028dfa	4,924 B	A	view · diff
git:20261018.9e4ec92	2026-10-18	9e4ec92	3,737 B	A	view · diff
git:20261001.1e82758	2026-10-01	1e82758	4,337 B	A	view · diff
git:20261001.1ab73e9	2026-10-01	1ab73e9	6,136 B	A	view · diff
git:20261001.f1e72be	2026-10-01	f1e72be	4,101 B	A	view · diff
git:20260822.d70202a	2026-08-22	d70202a	2,279 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 (4924 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

flowerf19/agents-skills · 3 stars · license MIT · pushed 2026-10-31 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_lwodz7r6dewtgplx
GET https://markdownregistry.com/api/v1/resolve?ref=flowerf19/agents-skills/thoughtful-coder
GET https://markdownregistry.com/api/v1/blob/71582f6a825fad335982f8c4f7e069ca469ca93f1f9f41d2e025aa2ea1a694b2

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.