Install
$ agentstack add skill-manastalukdar-ai-devstudio-contributing ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
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Passed review? Show it. Paste this badge into your README, it links to the public security report.
Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
Complete Contribution Strategy - Context Aware
I'll analyze everything needed for your successful contribution based on your current context and work.
Strategic Thinking Process
For a successful contribution, I need to analyze:
- Current Work Context
- What has been done in this session?
- Are we mid-implementation or post-completion?
- What type of changes were made (feature, fix, refactor)?
- Is the work ready for contribution?
- Project Type & Standards
- Is this open source, company, or personal project?
- What are the contribution guidelines?
- Are there specific workflows to follow?
- What quality gates exist (tests, lint, reviews)?
- Contribution Strategy
- Should this be one PR or multiple?
- Which issues does this work address?
- What documentation needs updating?
- Who should review this?
- Pre-flight Checklist
- Do all tests pass?
- Is the code properly formatted?
- Are there any lint warnings?
- Is documentation updated?
- Are commits well-organized?
Token Optimization
Expected range: 500–1,500 tokens (initial), 100 tokens (cache hit)
Caching: Caches project structure in .claude/cache/understand/project_structure.json for 7 days.
Early exit: Returns immediately if CONTRIBUTING.md already exists and is current.
Patterns used: Grep-before-Read, early exit, template-based generation, caching
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: manastalukdar
- Source: manastalukdar/ai-devstudio
- License: MIT
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.