implement SKILL.md skillA

This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.

implement from boston-harness-group/remote-factory is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add boston-harness-group/remote-factory/implement@git:20260428.ee555ef

Pins git:20260428.ee555ef in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
boston-harness-group/remote-factory
Path
skills/implement/SKILL.md
Versions recorded
3
Latest version
git:20260428.ee555ef, committed Apr 28, 2026
First version recorded
Apr 27, 2026
Size
1,845 bytes
Repository stars
72
License
MIT

Build a specific feature or improvement using Factory's multi-agent system. Runs the Factory CEO in focus mode to study the codebase, generate a hypothesis, build the change, review it, and evaluate the result. Use when the user says 'implement X', 'build X', 'add X feature', or wants autonomous multi-agent development on a specific task.

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

# /factory:implement

Build a specific feature or improvement using the Factory's multi-agent system.

The user wants to build: **$ARGUMENTS**

## Prerequisites

The `factory` CLI must be installed. Check and install from the plugin's bundled source:

```bash
command -v factory >/dev/null 2>&1 || uv tool install "${CLAUDE_PLUGIN_ROOT}"
```

## Execution

The project must have `.factory/` initialized (run `factory ceo "$(pwd)"` or `/factory:study` first). Focus mode requires improve mode — it will error if the project hasn't been set up yet.

Run the Factory CEO in **focus mode** on the current project:

```bash
factory ceo "$(pwd)" --focus "$ARGUMENTS"
```

This will:

1. **Study** the codebase and generate observations
2. **Strategize** a single targeted hypothesis for "$ARGUMENTS"
3. **Build** the change on a feature branch with a PR
4. **Review** the change against guard rules and scope constraints
5. **Evaluate** before/after scores to verify improvement
6. **Keep or revert** based on eval results and precheck gates
7. **Archive** learnings for future cycles

## If the CLI is not available

If `factory` cannot be installed (e.g. no `uv` available), tell the user:

```
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add boston-harness-group/remote-factory/implement@sha256:14a22c7f06db495b

The line at the top of this page pins the label git:20260428.ee555ef, 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_ywrrbmxazwuar2cp.svg)](https://markdownregistry.com/a/art_ywrrbmxazwuar2cp)

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

Versions

The registry has recorded 3 versions of this file, between Apr 27, 2026 and Apr 28, 2026, more than one a day.

versioncommittedcommitsizeaudit
git:20260428.ee555ef latest2026-04-28 ee555ef 1,845 BA view · diff
git:20260427.c7c11d12026-04-27 c7c11d1 1,788 BA view · diff
git:20260427.aefe3452026-04-27 aefe345 1,702 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 (1845 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

boston-harness-group/remote-factory · 72 stars · license MIT · pushed 2026-10-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ywrrbmxazwuar2cp
GET https://markdownregistry.com/api/v1/resolve?ref=boston-harness-group/remote-factory/implement
GET https://markdownregistry.com/api/v1/blob/14a22c7f06db495b412234db8bab47fad92bc21ec83a23f927a00a498d98264e

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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