implement SKILL.md skillA

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

Install it, pinned
mdr add yonatangross/orchestkit/implement@v2.8.0

Pins v2.8.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
yonatangross/orchestkit
Path
plugins/ork/skills/implement/SKILL.md
Versions recorded
14
Latest version
v2.8.0, committed Oct 11, 2026
First version recorded
Aug 18, 2026
Size
27,111 bytes
Repository stars
299
License
MIT

Full-power feature implementation using parallel subagents for backend, frontend, testing, and security, with worktree isolation and quality verification in one workflow. Chains with /ork:cover for tests and /ork:verify for validation. Use when asked to build, add, create, scaffold, or set up a new feature, endpoint, component, or UI capability. Not for fixing a bug, reviewing, explaining, testing, or comparing existing code.

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 Feature

Host-neutral workflow. Invoke by skill name (`implement`). Claude Code slash routing, YAML hook loaders, and `.claude/chain` live in `references/claude-code.md`.

Parallel subagent execution for feature implementation with scope control and reflection.

## Quick Start

```bash
implement user authentication
implement --model=opus real-time notifications
implement dashboard analytics
```

---

## Argument Resolution

**Check the target first, before any other step.** This skill forks and cannot see the conversation. Load `Read("../../shared/rules/target-resolution.md")`: if the target, flags stripped, is a bare pronoun or deictic (`this`, `them`, `that one`) or empty, return exactly `TARGET_UNRESOLVED: <word>` and stop. The caller resolves it and re-invokes.

```python
FEATURE_DESC = "$ARGUMENTS"  # Full argument string, e.g., "user authentication"
# $ARGUMENTS[0] is the first token, $ARGUMENTS[1] second, etc. (CC 2.1.59)

# Model override detection (CC 2.1.72)
MODEL_OVERRIDE = None
for token in "$ARGUMENTS".split():
    if token.startswith("--model="):
        MODEL_OVERRIDE = token.split("=", 1)[1]  # "opus", "sonnet", "haiku", "fable"
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add yonatangross/orchestkit/implement@sha256:08e11d747b163c60

The line at the top of this page pins the label v2.8.0, 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_g3atr66xrl5yhygh.svg)](https://markdownregistry.com/a/art_g3atr66xrl5yhygh)

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

Versions

The registry has recorded 14 versions of this file, between Aug 18, 2026 and Oct 11, 2026, about one every 4 days.

versioncommittedcommitsizeaudit
v2.8.0 latest2026-10-11 8a4716e 27,111 BA view · diff
v2.8.02026-10-11 1894035 26,526 BA view · diff
v2.8.02026-10-02 1c24dc2 26,504 BA view · diff
v2.8.02026-10-01 d90788d 26,408 BA view · diff
v2.8.02026-09-29 105a980 26,266 BA view · diff
v2.8.02026-09-28 220adb4 26,288 BA view · diff
v2.8.02026-09-25 720af09 26,300 BA view · diff
v2.8.02026-09-19 526873c 25,816 BA view · diff
v2.8.02026-09-09 4f38cbc 26,181 BA view · diff
v2.8.02026-09-06 fc0b166 26,549 BA view · diff
v2.8.02026-08-29 b1a2d7b 27,056 BA view · diff
v2.8.02026-08-29 2aed0b0 26,668 BA view · diff
v2.8.02026-08-18 87bc499 26,668 BA view · diff
v2.8.02026-08-18 16330df 26,682 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 (27111 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

yonatangross/orchestkit · 299 stars · license MIT · pushed 2026-11-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_g3atr66xrl5yhygh
GET https://markdownregistry.com/api/v1/resolve?ref=yonatangross/orchestkit/implement
GET https://markdownregistry.com/api/v1/blob/08e11d747b163c60da4114a4845b315e7661d42b8583151c07b3e554a349ba2d

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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