method-language-detect SKILL.md skillA

method-language-detect from sajor2000/methodsmith is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add sajor2000/methodsmith/method-language-detect@git:20261016.73e5a37

Pins git:20261016.73e5a37 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
sajor2000/methodsmith
Path
plugins/methodsmith/skills/method-language-detect/SKILL.md
Versions recorded
1
Latest version
git:20261016.73e5a37, committed Oct 16, 2026
Size
3,257 bytes
Repository stars
3
License
MIT

Detects R, Python, or mixed-language signals in repo files and emits a language handoff. Use when a skill needs language evidence or the user asks the repo's stack.

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

# Repository Language Detection

## Skill Value

- **Problem it solves:** Setup and workflow routing need repo evidence before asking users about language preference.
- **Use when:** Another skill needs language evidence, or the user asks what stack the repo appears to use.
- **Output:** __CE_LANG__ with primary, secondary, and source fields.
- **Ask only if:** No user question normally; detection is evidence-only.
- **Do not do:** Do not treat detection as final user preference when later IDE or explicit user choices narrow the stack.
- **Interaction:** No user question normally; proceed from the provided inputs and local evidence.

Detects whether the current repository is primarily `python`, `r`, `both`, or `unknown` using file-system and code-pattern signals only. Do not ask the user to choose a language in this skill. SAS/Stata signals do not become `primary` values; when they dominate, emit `primary=unknown` and recommend `method-sas-stata`.

## When this skill activates

- CLIF profile is active (`__CE_CLIF__ active=true`) and downstream skills need language-specific recipes
- `method-setup` is running and needs a language default without asking
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add sajor2000/methodsmith/method-language-detect@sha256:1dd03c23dc296f31

The line at the top of this page pins the label git:20261016.73e5a37, 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_mpedvbs66grt4zan.svg)](https://markdownregistry.com/a/art_mpedvbs66grt4zan)

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

Versions

The registry has recorded 1 version of this file, committed on Oct 16, 2026.

versioncommittedcommitsizeaudit
git:20261016.73e5a37 latest2026-10-16 73e5a37 3,257 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 (3257 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

sajor2000/methodsmith · 3 stars · license MIT · pushed 2026-10-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_mpedvbs66grt4zan
GET https://markdownregistry.com/api/v1/resolve?ref=sajor2000/methodsmith/method-language-detect
GET https://markdownregistry.com/api/v1/blob/1dd03c23dc296f311ac4b001599380ba1727f60f7607dfcab2cdad2062e940ba

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 sajor2000/methodsmith

AGENTS.md AGENTS.md file
sajor2000/methodsmith · AGENTS.md
git:20261016.114b5d8 · audit A · 3 stars
CLAUDE.md CLAUDE.md file
sajor2000/methodsmith · CLAUDE.md
git:20260318.f47f829 · audit B · 3 stars
coding-tutor SKILL.md skill
sajor2000/methodsmith · plugins/coding-tutor/skills/coding-tutor/SKILL.md · Personalized coding tutorials that build on your existing knowledge and use your actual codebase for examples. Creates…
git:20261010.185da1f · audit A · 3 stars
AGENTS.md@plugins/methodsmith AGENTS.md file
sajor2000/methodsmith · plugins/methodsmith/AGENTS.md
git:20261016.114b5d8 · audit A · 3 stars
method-adversarial-review SKILL.md skill
sajor2000/methodsmith · plugins/methodsmith/skills/method-adversarial-review/SKILL.md · Challenges a high-stakes analysis diff or plan with an adversarial pass and, when available, a cross-model…
git:20261016.73e5a37 · audit A · 3 stars
method-anti-slop SKILL.md skill
sajor2000/methodsmith · plugins/methodsmith/skills/method-anti-slop/SKILL.md · Detects and removes generic AI-writing tells from finished scientific prose, keeping passive Methods voice. Use when…
git:20261016.73e5a37 · audit A · 3 stars
method-brainstorm SKILL.md skill
sajor2000/methodsmith · plugins/methodsmith/skills/method-brainstorm/SKILL.md · Explores a research or analysis idea, compares study designs, and scopes requirements before planning. Use when the…
git:20261016.73e5a37 · audit A · 3 stars
method-checklist SKILL.md skill
sajor2000/methodsmith · plugins/methodsmith/skills/method-checklist/SKILL.md · Selects EQUATOR reporting guidelines (CONSORT, STROBE, RECORD, PRISMA, TRIPOD+AI, TARGET, STARD, CLAIM) for a study…
git:20261016.73e5a37 · audit A · 3 stars
method-citations SKILL.md skill
sajor2000/methodsmith · plugins/methodsmith/skills/method-citations/SKILL.md · Builds evidence-traceable citations from PubMed and Paperclip into a DOCX with editable Zotero fields. Use when adding…
git:20261016.114b5d8 · audit A · 3 stars
method-clean-branches SKILL.md skill
sajor2000/methodsmith · plugins/methodsmith/skills/method-clean-branches/SKILL.md · Deletes local git branches whose upstream is gone, and their worktrees, after confirmation. Use when the user asks to…
git:20261016.73e5a37 · audit A · 3 stars
method-clif-meta-analysis SKILL.md skill
sajor2000/methodsmith · plugins/methodsmith/skills/method-clif-meta-analysis/SKILL.md · Plans formal R/Python meta-analysis. Use when pooling CLIF site effects or conducting a literature systematic review.
git:20261017.9e40c82 · audit A · 3 stars
method-clif-template SKILL.md skill
sajor2000/methodsmith · plugins/methodsmith/skills/method-clif-template/SKILL.md · Initializes or audits a CLIF analysis repo against the official CLIF Project Template, with PHI and output safeguards…
git:20261016.73e5a37 · audit A · 3 stars

Every file in sajor2000/methodsmith

Browse by kind, by grade A, or by owner.