implement SKILL.md skillA

implement from lusona/ai-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add lusona/ai-skills/implement@git:20261031.61ec6da

Pins git:20261031.61ec6da in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: lusona/ai-skills
Path: plugins/lusona/skills/implement/SKILL.md
Versions recorded: 4
Latest version: git:20261031.61ec6da, committed Oct 31, 2026
First version recorded: Oct 24, 2026
Size: 7,556 bytes
Repository stars: 3
License: MIT

Implement an authorized bounded change with adaptive planning, explicit TDD, and verification. Also use for explicit planning-only requests, which end with a proposed approach and do not authorize implementation.

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

# Implement

Apply [core loading rules](../../README.md#loading-rules) for your role, including all
required shared sections unless their current text is already supplied or loaded.
Read linked procedures only when their operation applies.
Persona: implementation engineer, responsible for necessary decomposition, completing
authorized work, and verifying the agreed outcome.

Save the agreement, substantive planning, and implementation evidence even for small changes
without a separate save request. Reuse the owning record. Direct work without a spec may use
[notes](../../templates/notes.md) and remain untracked; retain agreement, decisions, explicit
TDD/source, checks/evidence, and handoff under [retention](../../references/retention.md).
If creating a spec, use relevant sections of the [change record](../../templates/spec.md) at
`docs/lusona/specs/<change-id>.md` under [naming](../../references/naming.md).
A clear authorized request does not require Specify first.
Maintain existing separate plans in place; do not migrate records or create a companion plan by default.

Authorization for a selected task does not authorize the whole change. An implementation
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add lusona/ai-skills/implement@sha256:cd0410d3d7f2a843

The line at the top of this page pins the label git:20261031.61ec6da, 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_ihcd6hxahfbwfaxb.svg)](https://markdownregistry.com/a/art_ihcd6hxahfbwfaxb)

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

Versions

The registry has recorded 4 versions of this file, between Oct 24, 2026 and Oct 31, 2026, about one every 2 days.

version	committed	commit	size	audit
git:20261031.61ec6da latest	2026-10-31	61ec6da	7,556 B	A	view · diff
git:20261030.ebca32b	2026-10-30	ebca32b	6,970 B	A	view · diff
git:20261029.3c6f053	2026-10-29	3c6f053	6,830 B	A	view · diff
git:20261024.215cdfd	2026-10-24	215cdfd	6,751 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 (7556 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

lusona/ai-skills · 3 stars · license MIT · pushed 2026-11-03 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ihcd6hxahfbwfaxb
GET https://markdownregistry.com/api/v1/resolve?ref=lusona/ai-skills/implement
GET https://markdownregistry.com/api/v1/blob/cd0410d3d7f2a8433e23db8452b521c2bc53844a06e089463bef9071297aa7d2

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.

More from lusona/ai-skills

AGENTS.md AGENTS.md file

lusona/ai-skills · AGENTS.md

git:20261024.215cdfd · audit A · 3 stars

CLAUDE.md CLAUDE.md file

lusona/ai-skills · CLAUDE.md

git:20261024.215cdfd · audit B · 3 stars

architect SKILL.md skill

lusona/ai-skills · plugins/lusona/skills/architect/SKILL.md · Resolve consequential technical decisions about boundaries, contracts, and ownership for a product or change. Interview…