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ai-development-methodology

Skill · GitHub · ★ 5 · graded 2026-10-19Source linked

Markdown + git methodology for human and AI software teams: planning, Definition of Done, coordination, handoffs, and verification. Fourteen docs and templates. CC BY 4.0.

No outside reports on file

ai-development-methodology reads local files; restrict its folder reach, network access, and credentials before installing.

Based on public adoption and transparency signals as of Oct 19, 2026. Our opinion, not a code audit or security guarantee.

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What it can access

  • Local filesReads local filesNOTED
  • Command executionNo shell command runner notedLOW
  • Network reachLocal or standard API callsLOW
  • CredentialsNo API token requiredLOW
  • Package sourceGitHub (Korner83/ai-development-methodology)PUBLIC

Inferred from this listing’s public package details and description. Check the project’s source before installing.

Install

No npm or PyPI package is listed. Install from source: github.com/Korner83/ai-development-methodology ↗

All setup options ↓

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Everything known

We found nothing about this project in the sources we read (last checked 2026-10-30). That does not mean it has no problems.

0 incidents · 0 advisories · 0 news articles · 0 community threads · checked 2026-10-30

Popularity grade: D (from public signals such as stars and downloads, not a code review). Graded 2026-10-19.

Sources we read: OSV, GitHub Advisory Database, CISA Known Exploited Vulnerabilities, 44 security news feeds and our incident library. Last checked 2026-10-30.

Check a specific version →

About AI Development Methodology

AI Development Methodology is an agent skill focused on Developer tools and Files & documents: Markdown + git methodology for human and AI software teams: planning, Definition of Done, coordination, handoffs, and verification. Fourteen docs and templates. CC BY 4.0.

It is hosted on GitHub at Korner83/ai-development-methodology (5 GitHub stars). Based on its public metadata, its operational scope includes: reads local files.

Setup

These use the package this listing points to. Check the project’s own instructions before running anything.

No npm or PyPI package is listed for this agent skill. Source code and setup steps: github.com/Korner83/ai-development-methodology.

Why this grade

DD — High risk signals

Signal-based grade (1/7 points): public source code. This reflects adoption and transparency, not a code review.

Popularity and upkeep

11/100
GitHub stars
5
Listing last refreshed
2026-10-29

These are public popularity signals, not a maintenance check. Look at the repository’s commit history and open issues.

Risks to watch for

  • Local file read access: Reads local documents or database files. Point it only at the specific files needed for the task so sensitive workspace files remain out of reach.
  • Dependency & version pinning: Distributed via GitHub (Korner83/ai-development-methodology). Pin an exact release version or commit SHA rather than floating tags so upstream updates are reviewed first.

How to lower the risk

Least-privilege permissions

  • Give it access only to the specific folders, accounts or projects it needs, never your whole drive or admin account.
  • Use a separate, limited API key or login just for this tool so you can switch it off without affecting anything else.

Network isolation

  • Run it on a work computer or sandbox account, not one holding personal or company-sensitive data.
  • If your IT team can, limit which websites and services it is allowed to contact.

Monitoring

  • Check its activity history or logs weekly at first, and look at what it changed or sent.
  • Turn on alerts for new logins or unusual usage on any account it connects to.

Red flags to watch for

  • It asks for more access than its job requires, or prompts you to paste passwords.
  • It suddenly updates with new owners, or starts contacting unfamiliar websites.

Questions

How do I install AI Development Methodology?

AI Development Methodology does not publish a standalone npm or PyPI package. Clone or follow the setup instructions in its source repository at github.com/Korner83/ai-development-methodology.

Are there security reports about AI Development Methodology?

No reports found for this package in our research (last checked 2026-10-30). AI Development Methodology currently holds Grade D (High risk signals) based on public adoption and transparency signals. Review the permissions and source repository before granting access to local files, shell commands, or API keys.

Is AI Development Methodology actively maintained?

AI Development Methodology has 5 GitHub stars. Our directory data was last refreshed on 2026-10-29. Check recent commit activity, release tags, and open issues at github.com/Korner83/ai-development-methodology before pinning it in production.

What are alternatives to AI Development Methodology?

Compare AI Development Methodology side by side with similar skills in the Related tools section on this page, or browse all skills on AgentArmorHQ.

README badge and team notes

Maintain or use AI Development Methodology? Show its live grade in your GitHub README, docs site, or run a check from the terminal before you install.

AgentArmorHQ Risk Grade D for AI Development Methodology

GitHub README Markdown:

markdown
[![AgentArmorHQ Risk Grade for AI Development Methodology](https://agentarmorhq.com/api/badge/korner83-ai-development-methodology)](https://agentarmorhq.com/skills/korner83-ai-development-methodology)

HTML embed:

html
<a href="https://agentarmorhq.com/skills/korner83-ai-development-methodology"><img src="https://agentarmorhq.com/api/badge/korner83-ai-development-methodology" alt="AgentArmorHQ Risk Grade for AI Development Methodology" height="20" /></a>

Terminal check:

terminal
curl -fsSL https://agentarmorhq.com/api/cli | node --input-type=module - check "korner83-ai-development-methodology"

Share with your security lead

Need sign-off to use ai-development-methodology? Copy this note for Slack, a ticket or a pull request.

### AgentArmorHQ Security Review Memo: ai-development-methodology
- **Listing URL:** https://agentarmorhq.com/skills/korner83-ai-development-methodology
- **Type:** AI agent skill
- **Risk Grade:** Grade D (High risk signals)
- **Outside Security Advisories on File:** 0
- **Public Adoption:** 5 GitHub stars

#### Permission & Blast-Radius Signals
- **Local files:** Reads local files
- **Command execution:** No shell command runner noted
- **Network reach:** Local or standard API calls
- **Credentials:** No API token required
- **Package source:** GitHub (Korner83/ai-development-methodology)

#### Recommended Hardened Setup
- **Source Repo:** https://github.com/Korner83/ai-development-methodology
- **Controls:** Pin an exact version in `.mcp.json`, scope access to a single workspace folder, and use a least-privilege read-only token where supported.

_Based on public adoption and transparency signals as of Oct 19, 2026. Our opinion, not a code audit or security guarantee._

Key facts

Type
AI agent skill
Publisher
Korner83
Source code
github.com/Korner83/ai-development-methodology
Est. context load
~73 tokens idle · ~1.2k tokens when active (on-demand skill)
Popularity
5 GitHub stars
Last updated
2026-10-29
Last graded
2026-10-19

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