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implementation-survey SKILL.md skillA

implementation-survey from tibursocampos/agent-dev-toolkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add tibursocampos/agent-dev-toolkit/implementation-survey@git:20261012.c159b3f

Pins git:20261012.c159b3f in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: tibursocampos/agent-dev-toolkit
Path: core/skills/implementation-survey/SKILL.md
Versions recorded: 2
Latest version: git:20261012.c159b3f, committed Oct 12, 2026
First version recorded: Oct 9, 2026
Size: 6,840 bytes
Repository stars: 6
License: MIT

Describe what changed and how the implementation appears to work. The report opens with the external observable goal. Descriptive skill, not a code-review mode. Use when invoking /implementation-survey.

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

# Skill: implementation-survey

## Trigger
**Negative signal:** Do not activate this skill when the request lacks one of the positive signals below or its required context; topic similarity or an isolated keyword alone is insufficient.

Invoke when the user asks for `/implementation-survey`.

This skill is descriptive. It is not a mode of `code-review`.

## Outcome

A report that answers what changed and how the implementation appears to work. The first block is the external observable goal. Internal detail stays in behavior. The report states no judgment of correctness, completeness, or pattern fit.

## Inputs

Accepted form. `path` is optional:

```text
/implementation-survey source=working-tree target=HEAD path=src/Api
/implementation-survey source=feature/foo target=develop
```

`source` is `working-tree` or a local or remote ref that git already resolves. `target` is `HEAD` or another local or remote branch. `path`, when present, is a folder prefix. A glob is not accepted.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add tibursocampos/agent-dev-toolkit/implementation-survey@sha256:030ad4404fb84f0e

The line at the top of this page pins the label git:20261012.c159b3f, 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_udzqg263yizmsngx.svg)](https://markdownregistry.com/a/art_udzqg263yizmsngx)

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

Versions

The registry has recorded 2 versions of this file, between Oct 9, 2026 and Oct 12, 2026, about one every 3 days.

version	committed	commit	size	audit
git:20261012.c159b3f latest	2026-10-12	c159b3f	6,840 B	A	view · diff
git:20261009.20beb32	2026-10-09	20beb32	6,646 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 (6840 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

tibursocampos/agent-dev-toolkit · 6 stars · license MIT · pushed 2026-10-21 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_udzqg263yizmsngx
GET https://markdownregistry.com/api/v1/resolve?ref=tibursocampos/agent-dev-toolkit/implementation-survey
GET https://markdownregistry.com/api/v1/blob/030ad4404fb84f0e6bfdaa3bcffddfcd1422c13b6fa62639bdca0d620fe17f1b

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.