implement SKILL.md skillA

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

Install it, pinned
mdr add geiserx/agent-skills/implement@git:20260929.bdaf144

Pins git:20260929.bdaf144 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
geiserx/agent-skills
Path
skills/implement/SKILL.md
Versions recorded
1
Latest version
git:20260929.bdaf144, committed Sep 29, 2026
Size
3,276 bytes
Repository stars
4
License
GPL-3.0

Implements a requested change with the smallest complete diff, splitting genuinely independent work across parallel agents with non-overlapping file ownership, then integrates and verifies it. Use when invoked explicitly to build a feature or change.

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

Implement the requested behavior with the smallest complete change.

The task is the text given with this invocation.

---

## Establish the work

1. Read applicable repository instructions, the relevant implementation, tests, and call sites before editing.
2. Translate the request into acceptance criteria and identify dependencies, shared surfaces, migration order, and likely regressions.
3. Record the initial branch, staged/unstaged/untracked files, and diffs. Preserve user work. Never overwrite, stash, reset, or include unrelated changes.
4. Do not add speculative scaffolding, placeholder abstractions, unused extension points, or refactors unrelated to the acceptance criteria.

## Adaptive execution

Scale by real independent work:

- trivial: implement directly or use 1 specialist;
- modest: 2-3 agents;
- normal: 4-7 agents;
- broad, multi-system, or high-risk: 8-12+ agents.

Orthogonality and independence matter more than reaching a count. Parallelize only work that can proceed without consuming another workstream's unfinished output. Launch independent agents concurrently in one dispatch; never permit nested agents.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add geiserx/agent-skills/implement@sha256:2ee2320f0c39866e

The line at the top of this page pins the label git:20260929.bdaf144, 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_cubrwu4wdfc2ux3r.svg)](https://markdownregistry.com/a/art_cubrwu4wdfc2ux3r)

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

Versions

The registry has recorded 1 version of this file, committed on Sep 29, 2026.

versioncommittedcommitsizeaudit
git:20260929.bdaf144 latest2026-09-29 bdaf144 3,276 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 (3276 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

geiserx/agent-skills · 4 stars · license GPL-3.0 · pushed 2026-10-14 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_cubrwu4wdfc2ux3r
GET https://markdownregistry.com/api/v1/resolve?ref=geiserx/agent-skills/implement
GET https://markdownregistry.com/api/v1/blob/2ee2320f0c39866eb9243bc2465310287e96c660781b80975a34bbabe76d08cc

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 geiserx/agent-skills

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