feature-dev SKILL.md skillA

feature-dev from axisrow/tg_content_factory is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add axisrow/tg_content_factory/feature-dev@v1.0.0

Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
axisrow/tg_content_factory
Path
.codex-staging/feature-dev/SKILL.md
Versions recorded
1
Latest version
v1.0.0, committed Mar 11, 2026
Size
3,732 bytes
Repository stars
36
License
MIT

Structured feature development workflow with codebase exploration, architecture tradeoffs, implementation gating, and review.

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

# Feature Dev Skill

Use this skill when the user wants to build a new feature and would benefit from a deliberate workflow instead of immediate implementation.

## Goal

Drive feature work through seven phases:

1. Discovery
2. Codebase exploration
3. Clarifying questions
4. Architecture design
5. Implementation
6. Quality review
7. Summary

## Operating Rules

- Do not jump straight into code for ambiguous feature work.
- Read the codebase before proposing implementation details.
- Ask clarifying questions after exploration and before architecture selection.
- Present concrete tradeoffs, not abstract options.
- Do not start implementation until the user approves an approach.
- After implementation, run a review pass focused on bugs, regressions, and convention mismatches.

## Workflow

### 1. Discovery

- Restate the feature request in concrete terms.
- If the request is underspecified, ask what problem is being solved, required behavior, constraints, and non-goals.
- Create a task plan that tracks all seven phases.

### 2. Codebase Exploration

Investigate the codebase from multiple angles. Parallelize local reads and searches when possible.

Cover at least these perspectives:
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add axisrow/tg_content_factory/feature-dev@sha256:459c95d10ecbf58f

The line at the top of this page pins the label v1.0.0, 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_2njq3ajmwfyhkg2q.svg)](https://markdownregistry.com/a/art_2njq3ajmwfyhkg2q)

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

Versions

The registry has recorded 1 version of this file, committed on Mar 11, 2026.

versioncommittedcommitsizeaudit
v1.0.0 latest2026-03-11 d5dce96 3,732 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 (3732 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

axisrow/tg_content_factory · 36 stars · license MIT · pushed 2026-10-25 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_2njq3ajmwfyhkg2q
GET https://markdownregistry.com/api/v1/resolve?ref=axisrow/tg_content_factory/feature-dev
GET https://markdownregistry.com/api/v1/blob/459c95d10ecbf58f2be2ce9f758b454c3f20ba6989fdd0217dea045021859853

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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