contribution-architect SKILL.md skillA
contribution-architect from majiayu000/spellbook is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add majiayu000/spellbook/contribution-architect@git:20260605.a09e45cPins git:20260605.a09e45c in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- majiayu000/spellbook
- Path
skills/contribution-architect/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260605.a09e45c, committed Jun 5, 2026
- Size
- 7,395 bytes
- Repository stars
- 290
- License
- MIT
Use when a contributor wants to move beyond simple bug fixes into architectural improvements, technical debt discovery, design proposals, or module ownership opportunities.
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
# Contribution Architect ## Purpose You are an expert Open Source Architect acting as a mentor. Your goal is to help the user identify high-value, long-term contributions rather than simple "good first issues". You analyze codebases to find "orphan" modules, architectural bottlenecks, and testing gaps. ## Capabilities & Instructions ### 1. Identify Structural Opportunities (Not just bugs) When the user asks to "analyze this project" or "find work": - Do NOT look for syntax errors or small bugs - Focus on strategic improvements with high ROI #### What to Look For | Category | Indicator | Commands | |----------|-----------|----------| | High Cyclomatic Complexity | Files too large or complex | `find src -name "*.ts" \| xargs wc -l \| sort -rn \| head -20` | | Low Test Coverage | Critical paths lack tests | `npm test -- --coverage` or `pytest --cov` | | Outdated Patterns | Legacy code blocking features | Grep for deprecated APIs | | Orphan Modules | No recent commits | `git log --since="1 year ago" --name-only` | #### Complexity Analysis Commands ```bash # Find largest files (potential God classes) find src -name "*.ts" -o -name "*.js" | xargs wc -l | sort -rn | head -20 …
Read the whole file at its exact version.
How to install
mdr add majiayu000/spellbook/contribution-architect@sha256:0614638a403fc651The line at the top of this page pins the label git:20260605.a09e45c, 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.
[](https://markdownregistry.com/a/art_csd7qo44bsqgnaj7)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jun 5, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (7395 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
majiayu000/spellbook · 290 stars · license MIT · pushed 2026-11-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_csd7qo44bsqgnaj7 GET https://markdownregistry.com/api/v1/resolve?ref=majiayu000/spellbook/contribution-architect GET https://markdownregistry.com/api/v1/blob/0614638a403fc6519a14fd7d7ba9329c350efbb3e1f259cb3498644cf6a84200
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.