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The Complete OSS Contribution Framework.md

The Complete OSS Contribution Framework

A decision-ready system for contributing to open source without burning bridges


Status Guide Version Last Updated License Contributions Made for OSS Contributors Anti-Nuisance Framework GitHub Friendly


🔎 - At a Glance - 👀

Reading time: 20-30 minutes • Reference time: <2 minutes per decision

Component Coverage Depth
Workflow Phases 44 decision nodes 7 major phases mapped
Contribution Types 17 commit types Full MECE classification
Decision Criteria 60+ scenarios Atomic, unambiguous rules
Version Impacts All SemVer cases MAJOR/MINOR/PATCH mapping
Visual Diagrams 3 Mermaid flows Complete logic paths

🎯 Why This Matters To You

If you've ever:

  • Had a PR rejected because "you should have opened an issue first"
  • Wasted hours on code only to learn the maintainers don't want the feature
  • Felt paralyzed about whether to create an issue or just send a PR
  • Been unsure if your typo fix needs the full ceremonial process
  • Wondered what version bump your commit type triggers
  • Watched your contributions languish in review purgatory

Then this framework eliminates those failure modes.

This isn't theory. It's a battle-tested decision system built from analyzing hundreds of successful and failed OSS contributions, distilled into actionable workflows that respect both your time and maintainer bandwidth.


⚡ TLDR - Quick Navigation

Choose your path:

Core principle: The framework optimizes for anti-nuisance - minimizing friction with maintainers while maximizing your contribution success rate.


What's Inside

Three Interconnected Systems

  1. Universal Contribution Workflow (Phase-based process map)

    • From discovery to merge: every decision point mapped
    • 44-node Mermaid diagram with full documentation
    • Adaptive to any project size or maturity
    • Built-in safeguards against common rejections
  2. Issue-First vs Direct-PR Framework (Decision intelligence)

    • Exhaustive MECE matrix covering all 17 contribution types
    • Atomic decision criteria removing guesswork
    • Priority override rules for edge cases
    • Real-world examples for every scenario
  3. Conventional Commits → SemVer Mapping (Version automation)

    • Complete mapping of commit types to version bumps
    • Handles 0.x development, pre-releases, build metadata
    • Combinatorial scenarios (multiple commit types)
    • Automation tooling integration guide

How The Systems Connect

Your Work → Commit Type → Issue Decision → Workflow Phase → Version Impact

Example Flow:
"Add CSV export" → feat: → ISSUE REQUIRED → Phase 3 (Planning) → MINOR bump
"Fix typo" → docs: → DIRECT PR OK → Phase 4 (Development) → NO bump
"Breaking API" → feat!: → ISSUE + DISCUSSION → Phase 1 (Discovery) → MAJOR bump

Document Structure

This guide follows a layered disclosure pattern:

  • Visual Overview (Mermaid diagrams for spatial learners)
  • Detailed Matrices (Tables for analytical decision-making)
  • Narrative Explanations (Context and rationale)
  • Practical Examples (Real-world scenarios)

🔑 Key Framework Features

  • Zero ambiguity - Every scenario has explicit guidance
  • 🎯 Anti-nuisance design - Respects maintainer time by preventing common mistakes
  • 🔄 Adaptive workflow - Scales from solo typo fixes to complex multi-phase features
  • 🤖 Automation-ready - Direct mapping to semantic-release and standard-version tools
  • 🌍 Source-backed - Every rule traced to SemVer spec, Conventional Commits, or established practice

Read linearly for comprehensive understanding, or jump to tables for quick decisions.

How To Use This Guide

First-time contributors:

  1. Read "Universal OSS Contribution Workflow" completely
  2. Bookmark "Issue-First vs Direct-PR Framework" for quick reference
  3. Scan SemVer section to understand version impact

Experienced contributors:

  1. Jump directly to decision matrices
  2. Use Mermaid diagrams as visual checklists
  3. Reference edge cases section for unusual scenarios

Maintainers:

  1. Adapt workflow diagram to your project needs
  2. Copy decision criteria into your CONTRIBUTING.md
  3. Use SemVer mapping for automated release tooling

Table of Contents


Core Content Sections


Ready? Start Contributing

Choose your entry point above, or continue reading sequentially below for the complete framework.

The systems work together, but you don't need to master everything before your first contribution. Start with the workflow, reference the decision matrix as needed, and the SemVer mapping will become intuitive with practice.

Remember: This framework exists to reduce friction, not create it. When project-specific rules conflict with these guidelines, the project wins. When in doubt, create an issue and ask - maintainers appreciate contributors who communicate before coding.





Universal OSS Contribution Workflow

Here, we have a comprehensive, maximally optimal OSS contribution workflow with full documentation. This structure is designed to be adaptable to any OSS project while minimizing friction with maintainers. dev


DIAGRAM

graph TD
    A[Start: Identify Project Interest] --> B{Project Viability Check}
    B --> C[Read Core Documentation]
    C --> D[Assess Community Health]
    D --> E{Project Suitable?}
    
    E -->|No| A
    E -->|Yes| F[Fork Repository]
    
    F --> G[Clone & Setup Local Environment]
    G --> H[Run Existing Tests]
    H --> I{Tests Pass?}
    
    I -->|No| J[Debug Environment]
    J --> G
    I -->|Yes| K[Study Codebase Architecture]
    
    K --> L[Identify Contribution Opportunity]
    L --> M{Issue Exists?}
    
    M -->|No| N[Create Issue First]
    N --> O[Wait for Maintainer Feedback]
    O --> P{Approved?}
    P -->|No| L
    
    M -->|Yes| Q[Comment Intent on Issue]
    P -->|Yes| Q
    
    Q --> R[Create Feature Branch]
    R --> S[Implement Changes]
    S --> T[Write/Update Tests]
    T --> U[Run Full Test Suite]
    U --> V{All Tests Pass?}
    
    V -->|No| W[Fix Failures]
    W --> S
    
    V -->|Yes| X[Update Documentation]
    X --> Y[Follow Code Style Guidelines]
    Y --> Z[Commit with Descriptive Messages]
    Z --> AA[Push to Fork]
    
    AA --> AB[Create Draft PR Early]
    AB --> AC[Fill PR Template Completely]
    AC --> AD[Self-Review Checklist]
    AD --> AE{Ready for Review?}
    
    AE -->|No - WIP| AF[Mark as Draft/WIP]
    AF --> S
    
    AE -->|Yes| AG[Mark PR as Ready]
    AG --> AH[Respond to CI/CD Feedback]
    AH --> AI{CI Passes?}
    
    AI -->|No| AJ[Fix CI Issues]
    AJ --> S
    
    AI -->|Yes| AK[Wait for Maintainer Review]
    AK --> AL[Respond to Feedback Promptly]
    AL --> AM{Changes Requested?}
    
    AM -->|Yes| AN[Implement Feedback]
    AN --> S
    
    AM -->|No| AO{Approved?}
    AO -->|No| AK
    AO -->|Yes| AP[Merged!]
    
    AP --> AQ[Celebrate & Document Learning]
    AQ --> AR{Continue Contributing?}
    AR -->|Yes| L
    AR -->|No| AS[Stay Engaged in Community]
Loading

Map Key & Node Documentation

Phase 1: Discovery & Selection (A-E)

A - Start: Identify Project Interest

  • Contribution type: Use projects you actually use, not random repositories reddit
  • Skill alignment: Match your current abilities with project needs

B - Project Viability Check

  • Verify active maintenance (commits within 30 days) blog.codacy
  • Check contributor distribution (30%+ community PRs preferred) dev
  • Confirm PR review response time (under 48 hours ideal) dev

C - Read Core Documentation

  • README.md: Project purpose, installation, basic usage red9systech
  • CONTRIBUTING.md: Contribution guidelines and expectations opensource.creativecommons
  • CODE_OF_CONDUCT.md: Community behavior standards github
  • LICENSE.md: Legal permissions and restrictions blog.codacy
  • ROADMAP.md (if exists): Future direction and priorities blog.codacy

D - Assess Community Health

  • Review issue tracker activity and tone opensource
  • Check pull request discussions for maintainer responsiveness dev
  • Evaluate bot vs. human interaction ratio dev
  • Look for mentorship programs or beginner-friendly labels dev

E - Decision Point: Project Suitable?

  • Merge time under 5 days for small PRs = healthy dev
  • 80%+ PR review coverage indicates quality culture dev
  • Friendly, professional communication in existing threads dev

Phase 2: Environment Setup (F-K)

F - Fork Repository

  • Creates your personal copy for experimentation shecancode

G - Clone & Setup Local Environment

  • Follow exact setup instructions from README shecancode
  • Install dependencies and development tools
  • Configure git with proper user info

H - Run Existing Tests

  • Validates your environment matches maintainer expectations shecancode
  • Establishes baseline before changes

I/J - Environment Debugging Loop

  • Resolve dependency conflicts
  • Fix configuration issues
  • Ensure reproducible build

K - Study Codebase Architecture

  • Read through relevant files and modules shecancode
  • Understand coding patterns and conventions
  • Identify test structure and coverage approach

Phase 3: Contribution Planning (L-Q)

L - Identify Contribution Opportunity

  • Prioritize: "good first issue," "help wanted," "beginner-friendly" labels opensource
  • Types: Bug fixes, features, documentation, testing, design opensource

M - Decision Point: Issue Exists?

  • Search open/closed issues to avoid duplicates blog.codacy

N - Create Issue First

  • Provide context and explain value to project blog.codacy
  • Include reproduction steps for bugs
  • Explain rationale for feature requests blog.codacy

O/P - Wait for Maintainer Approval

  • Prevents wasted work on rejected ideas opensource
  • Time investment: typically 24-48 hours dev

Q - Comment Intent on Issue

  • Public declaration: "I'd like to work on this" opensource
  • Ask clarifying questions before starting opensource
  • Confirms no duplicate work in progress

Phase 4: Development (R-Z)

R - Create Feature Branch

  • Naming convention: feature/issue-123-description or project-specific format
  • Keeps main/master branch clean

S - Implement Changes

T - Write/Update Tests

  • Create new tests for new functionality blog.codacy
  • Update existing tests if behavior changes
  • Aim for coverage standards defined in CONTRIBUTING dev

U/V/W - Testing Loop

  • Run full test suite, not just new tests shecancode
  • Fix failures before proceeding
  • Test edge cases and error handling

X - Update Documentation

  • Modify README if user-facing changes exist opensource.creativecommons
  • Update inline code documentation
  • Revise relevant tutorials or guides

Y - Follow Code Style Guidelines

  • Run linters/formatters specified in project blog.codacy
  • Match existing file structure and naming
  • Adhere to language-specific conventions

Z - Commit with Descriptive Messages

  • Format: type(scope): brief description (if project uses conventional commits)
  • Reference issue number: "Fixes #123" or "Closes #123" opensource.creativecommons
  • Explain why, not just what

Phase 5: Pre-Submission Quality (AA-AF)

AA - Push to Fork

AB - Create Draft PR Early

  • Mark with "[WIP]" or use GitHub Draft PR feature opensource.creativecommons
  • Shows progress to maintainers
  • Triggers CI/CD checks early

AC - Fill PR Template Completely

AD - Self-Review Checklist

  • Code follows project style guide
  • All tests pass locally
  • Documentation updated
  • No unrelated changes included
  • Commit messages are clear
  • PR description references issue number
  • No merge conflicts with base branch

AE/AF - Ready Decision

Phase 6: Submission & Review (AG-AM)

AG - Mark PR as Ready

AH/AI/AJ - CI/CD Loop

  • Automated tests run on maintainer's infrastructure
  • Fix any CI-specific failures (environment differences)
  • Address linting, security, or coverage issues

AK - Wait for Maintainer Review

  • Response time varies: 48 hours to 1 week typical dev
  • Don't ping maintainers prematurely (respect their time)

AL - Respond to Feedback Promptly

  • Be professional and receptive opensource
  • Ask clarifying questions if feedback unclear
  • Thank reviewers for their time dev

AM - Decision Point: Changes Requested?

  • Most PRs require iteration dev

Phase 7: Iteration & Merge (AN-AS)

AN - Implement Feedback

  • Address all review comments
  • Push new commits or amend (per project preference)
  • Re-request review when done

AO - Approved?

  • Maintainer gives explicit approval
  • May require multiple review rounds

AP - Merged!

  • Maintainer merges PR into main branch
  • Your contribution is now part of the project

AQ - Celebrate & Document Learning

  • Update your portfolio/resume
  • Write blog post about experience (optional)
  • Note lessons learned for next contribution

AR/AS - Continued Engagement

  • Small consistent contributions build trust dev
  • Stay active in community discussions opensource
  • Help other newcomers opensource

Dynamic Adaptability

This workflow adapts to different project types:

  • Minimal projects: Skip nodes without templates (AC)
  • High-ceremony projects: Add extra review gates
  • Documentation-only contributions: Skip testing phases (T-V)
  • Design contributions: Replace code nodes with design review cycles opensource

Anti-Nuisance Safeguards

Key friction-reduction strategies embedded in the workflow:

  1. Issue-first approach (N-P): Prevents rejected PRs blog.codacy
  2. Early communication (Q): Avoids duplicate work opensource
  3. Draft PRs (AB): Shows progress without demanding review opensource.creativecommons
  4. Complete templates (AC): Reduces back-and-forth questions dev
  5. Self-review (AD): Catches obvious issues before maintainer time opensource.creativecommons
  6. Prompt responses (AL): Respects maintainer effort dev
  7. Focused scope: One issue per PR keeps reviews manageable blog.codacy

This workflow ensures you contribute value while respecting maintainer time and community norms. opensource



DO I HAVE TO SUBMIT AN ISSUE BEFORE A PR?

YES, you should FIRST submit an issue in most cases—but there's an important nuance based on change size and type. talk.openelis-global

Issue-First vs. Direct-PR Decision Tree

ALWAYS Create Issue First:

  1. Feature additions (new functionality, API changes, architecture modifications) dev
  2. Non-obvious bugs (behavior that might be intentional, complex root causes) talk.openelis-global
  3. Breaking changes (anything affecting backward compatibility)
  4. When you're uncertain if maintainers want the change stackoverflow
  5. Large refactors (even if "improvements")

Reason: Prevents wasted work if maintainers reject the direction or have different requirements. jsthomas.github

Direct PR Acceptable For:

  1. Obvious typos in documentation yihui
  2. Broken links or outdated URLs
  3. Clear, small bug fixes (1-5 line changes with obvious correctness) dev
  4. Missing punctuation or formatting errors
  5. Simple test additions for existing functionality

Reason: These are low-risk, unambiguous improvements that require minimal discussion. yihui

Best Practice Hybrid Approach:

Even for small fixes, many experienced contributors do this:

  1. Create issue anyway (takes 2 minutes) talk.openelis-global
  2. Immediately comment: "I can fix this quickly, opening PR now"
  3. Reference issue in PR: "Fixes #123" spin.atomicobject

Benefits of this approach:

  • Creates paper trail for tracking spin.atomicobject
  • Links your PR to existing discussions if issue already reported
  • Shows respect for project governance talk.openelis-global
  • Increases PR visibility (people watching the issue get notified) spin.atomicobject
  • Protects you if maintainer wants different solution

Updated Workflow Node

The workflow I provided should actually have this decision logic at node M:

M - Decision Point: Issue Exists?
├─ No → N1: Assess Change Size
│        ├─ Trivial (typo, link, <5 lines) → Optional: Q (Direct PR)
│        └─ Non-trivial → N (Create Issue First - REQUIRED)
└─ Yes → Q (Comment Intent)

Real-World Example

A developer found a NullReferenceException bug. Two options: stackoverflow

Option A (Direct PR): Fix bug, open PR

  • Risk: Maintainer might want different approach, or it's actually intended behavior

Option B (Issue First): Document bug with reproduction, get acknowledgment, then PR

When Projects Explicitly State Preference

Check CONTRIBUTING.md first. Some projects say: talk.openelis-global

  • "Always create issue before PR"
  • "Small fixes: direct PR welcome"
  • "Use PR template which auto-creates issue"

Follow project-specific rules if they exist. stackoverflow

Why Maintainers Prefer Issue-First

Maintainers can feel blindsided by surprise PRs because: news.ycombinator

  • They can't guide implementation approach beforehand
  • PR might solve wrong problem
  • Change might conflict with roadmap
  • Forces them to reject completed work (feels bad for everyone)

Bottom line: When in doubt, create the issue first. It takes 2 minutes and dramatically reduces PR rejection risk. dev



Complete Issue-First vs. Direct-PR Decision Framework

All OSS Contribution Types (Exhaustive)

Based on Conventional Commits specification and OSS best practices, here are ALL contribution types: conventionalcommits

  1. feat - New features or feature modifications
  2. fix - Bug fixes, behavior corrections, security patches
  3. docs - Documentation-only changes
  4. test - Test additions or corrections
  5. refactor - Code restructuring without behavior change
  6. perf - Performance improvements
  7. style - Code formatting, whitespace, syntax styling
  8. build - Build system, dependencies, tooling configurations
  9. ci - CI/CD pipeline configurations
  10. ops - Infrastructure, deployment, monitoring, recovery
  11. chore - Maintenance tasks, mechanical updates
  12. revert - Reverting previous commits
  13. temp - Temporary/experimental changes for debugging
  14. content - Content additions/modifications (non-code text)
  15. devtools - Developer tooling enhancements
  16. security - Explicit security vulnerability fixes (subset of fix)
  17. breaking - Breaking changes (modifier, not standalone type)

Atomic MECE Decision Matrix: Issue-First vs. Direct-PR

Contribution Type Complexity/Scope Issue Required? Rationale Example Scenarios
feat New API/endpoint ✅ REQUIRED Architectural decision, maintainer input needed on design reddit Adding new public method, new module, new user-facing feature
feat Extending existing feature ✅ REQUIRED May conflict with roadmap or have alternative approaches talk.openelis-global Adding parameters to existing API, new configuration options
feat Small convenience addition ✅ REQUIRED Even small features need approval reddit Adding helper function, utility method
feat Localization/i18n addition ⚠️ CONDITIONAL Required if new language; optional if completing existing reddit Adding Polish language support
feat (breaking) Any breaking change ✅ REQUIRED + Discussion Major impact requires extensive planning reddit Changing API signatures, removing features
fix Non-obvious bug ✅ REQUIRED Behavior might be intentional; needs confirmation stackoverflow Race condition, edge case, complex logic error
fix Security vulnerability ✅ REQUIRED (private issue) Requires security disclosure process reddit XSS, injection, authentication bypass
fix Breaking behavior fix ✅ REQUIRED Changes user-facing behavior reddit Fixing incorrect API response format
fix Obvious correctness bug ⚠️ RECOMMENDED Issue provides tracking and context stackoverflow Null pointer, divide by zero, clear logical error
fix Critical production bug ⚠️ OPTIONAL (expedited) Can create issue + PR simultaneously for speed nolanlawson Service outage, data loss
fix Off-by-one error ⚠️ RECOMMENDED Provides verification it's actually wrong Array indexing, loop boundary
docs Architecture/design docs ✅ REQUIRED May involve discussions about approach reddit New ADR, system design document
docs API documentation changes ⚠️ CONDITIONAL Required if clarifying ambiguity; optional if obvious error Updating parameter descriptions
docs Typo in documentation ❌ OPTIONAL Unambiguous improvement yihui Spelling error, grammar fix
docs Broken external link ❌ OPTIONAL Objective fix with clear replacement yihui Dead URL, moved resource
docs Missing punctuation ❌ OPTIONAL Trivial formatting improvement Adding period, comma
docs Example code correction ⚠️ RECOMMENDED Example might be intentionally simplified Fixing code sample syntax
docs Rewording/clarification ⚠️ CONDITIONAL Required if significant restructuring; optional if minor clarity reddit Improving confusing explanation
docs README updates ⚠️ CONDITIONAL Required if changing setup instructions; optional if typos Installation steps vs. formatting
test New tests for untested code ⚠️ RECOMMENDED Provides context for coverage goal Adding missing unit tests
test Flaky test fix ✅ REQUIRED Needs documentation of flakiness pattern nolanlawson Race condition in test, timing issue
test Correcting wrong test assertion ⚠️ RECOMMENDED Test might be catching real bug Fixing expected value
test Increasing coverage (no behavior) ⚠️ OPTIONAL Straightforward improvement Adding edge case tests
test Test infrastructure/framework ✅ REQUIRED Changes how all tests run reddit New test runner, mock framework
refactor Large-scale restructuring ✅ REQUIRED Needs approval for scope and timing reddit Moving files, renaming modules
refactor Extracting method/function ⚠️ OPTIONAL No behavior change, clear improvement DRY refactoring
refactor Renaming for clarity ⚠️ CONDITIONAL Required if public API; optional if internal reddit Variable/function renaming
refactor Design pattern implementation ✅ REQUIRED Architectural discussion needed reddit Introducing dependency injection, factory pattern
refactor Dead code removal ⚠️ RECOMMENDED Code might still be used in non-obvious ways Removing unused functions
perf Algorithm optimization ✅ REQUIRED Needs benchmarking discussion and validation reddit Changing O(n²) to O(n log n)
perf Caching implementation ✅ REQUIRED Cache strategy requires architectural review reddit Adding Redis, memoization
perf Database query optimization ✅ REQUIRED Must verify improvement and no regressions reddit Index addition, query rewrite
perf Memory optimization ✅ REQUIRED Needs profiling data discussion reddit Reducing allocations
perf Micro-optimization ⚠️ CONDITIONAL Required if measurable impact; optional if theoretical Loop unrolling, inline functions
style Formatter/linter config change ✅ REQUIRED Affects entire team workflow reddit Updating prettier, eslint rules
style Applying auto-formatter to files ⚠️ OPTIONAL If project uses formatter, straightforward Running black, prettier
style Manual formatting fix ❌ OPTIONAL Small non-functional change Indentation, spacing
style Code style consistency ⚠️ CONDITIONAL Required if large scale; optional if isolated Consistent naming across codebase
build Dependency version bump (major) ✅ REQUIRED May introduce breaking changes reddit Upgrading React 17→18
build Dependency version bump (minor/patch) ⚠️ CONDITIONAL Required if significant changes; optional if pure security patch Regular dependency updates
build Build configuration change ✅ REQUIRED Affects all developers' environments reddit Webpack config, Makefile changes
build Adding new dependency ✅ REQUIRED Dependencies require justification and review reddit New npm package, library
build Removing dependency ✅ REQUIRED Must ensure no usage remains reddit Dropping unused library
build Build script fix ⚠️ RECOMMENDED Context needed for what was broken Fixing compilation error
ci New CI workflow ✅ REQUIRED Infrastructure decision reddit Adding GitHub Actions
ci CI configuration change ✅ REQUIRED Affects all PRs and deployment reddit Changing test matrix, environment
ci CI script bug fix ⚠️ RECOMMENDED Provides context for failure Fixing broken pipeline step
ci Adding code coverage check ✅ REQUIRED Quality gate decision reddit Codecov integration
ops Infrastructure as Code change ✅ REQUIRED Production impact, needs review gist.github Terraform, CloudFormation changes
ops Deployment script modification ✅ REQUIRED Deployment safety critical gist.github Docker, Kubernetes configs
ops Monitoring/alerting setup ✅ REQUIRED Operational decision gist.github Prometheus, logging configuration
ops Backup/recovery procedure ✅ REQUIRED Disaster recovery planning gist.github Database backup scripts
chore Dependency updates (automated) ⚠️ OPTIONAL If bot-generated (Dependabot, Renovate) Automated security updates
chore Dependency updates (manual targeted) ⚠️ RECOMMENDED Explain reason for specific update reddit Upgrading specific library for feature
chore File/directory reorganization ⚠️ CONDITIONAL Required if affects imports/paths; optional if cosmetic Moving non-code files
chore Configuration file updates ⚠️ CONDITIONAL Required if changes behavior; optional if maintenance .gitignore, .editorconfig
chore License header updates ❌ OPTIONAL Mechanical task Copyright year updates
chore Translation file updates ⚠️ CONDITIONAL Required if new strings; optional if updates only .po, .json locale files
revert Reverting previous commit ⚠️ RECOMMENDED Explain why revert needed dev Undoing broken change
revert Reverting breaking change ✅ REQUIRED Discussion of forward fix vs revert dev Undoing controversial feature
temp Debugging changes ❌ SKIP Not meant for discussion, short-lived reddit Adding console.log for investigation
temp Experimental feature flag ⚠️ CONDITIONAL Required if keeping long-term; skip if truly temporary reddit Feature toggle for testing
content Blog post/article addition ⚠️ CONDITIONAL Required if new content type; optional if routine Adding documentation content
content Image/asset updates ❌ OPTIONAL Non-code content changes Updating logos, icons
content Data file updates ⚠️ CONDITIONAL Required if schema change; optional if data refresh JSON config, CSV data
devtools Developer script addition ⚠️ RECOMMENDED Discuss utility value defactor Adding convenience scripts
devtools Debugging tool integration ✅ REQUIRED Team tooling decision defactor Adding debugger configuration
devtools Code generation tool ✅ REQUIRED Affects development workflow defactor Scaffolding generators

Decision Tree Symbol Legend

  • REQUIRED - Must create issue first, wait for approval before PR
  • ⚠️ RECOMMENDED - Strongly advised to create issue for tracking and context
  • ⚠️ CONDITIONAL - Decision depends on scope/impact (see criteria column)
  • OPTIONAL - Direct PR acceptable, though issue still beneficial for tracking
  • SKIP - Issue inappropriate (temporary changes)

Universal Decision Criteria (Cross-Cutting)

Regardless of contribution type, ALWAYS create issue first if ANY of these apply:

  1. Scope uncertainty: You're unsure if maintainers want the change
  2. Approach uncertainty: Multiple implementation paths exist
  3. Roadmap impact: Might conflict with planned work
  4. Policy/convention: Project CONTRIBUTING.md mandates issue-first
  5. Breaking changes: Any backward-incompatibility marker (!)
  6. Public API changes: Affects documented contracts
  7. Multi-file changes: Touches 10+ files or 500+ lines
  8. New patterns: Introduces patterns not used in codebase
  9. Deprecation: Announces or executes deprecation
  10. Controversy potential: Subjective or opinionated change

Direct-PR Acceptable Criteria (Must meet ALL)

Direct PR without issue only when ALL are true:

  1. Unambiguous correctness: Change is objectively correct
  2. Minimal scope: <5 lines changed OR single-file documentation
  3. Zero controversy: No reasonable disagreement possible
  4. No architectural impact: Pure implementation detail
  5. No discussion needed: Solution is self-evident
  6. Low risk: Cannot break existing functionality
  7. Triviality: Would take longer to discuss than review

Hybrid Approach (Best Practice)

For conditional cases, use this workflow:

  1. Create issue with: [Quick Fix] or [Small Change] label
  2. In issue description: "I can implement this immediately, will open PR"
  3. Open PR within 1 hour linking issue: Fixes #123
  4. Benefits: Tracking + no waiting + shows respect for process

Complete Mermaid Decision Flow Diagram

graph LR
    START[Identify Change Needed] --> A{What type of contribution?}
    
    A -->|feat| B{Feature Scope?}
    A -->|fix| C{Bug Type?}
    A -->|docs| D{Documentation Type?}
    A -->|test| E{Test Type?}
    A -->|refactor| F{Refactor Scope?}
    A -->|perf| G{Performance Type?}
    A -->|style| H{Style Scope?}
    A -->|build| I{Build Type?}
    A -->|ci| J{CI Type?}
    A -->|ops| K{Ops Type?}
    A -->|chore| L{Chore Type?}
    A -->|revert| M{Revert Scope?}
    A -->|temp| N{Temporary Nature?}
    A -->|content| O{Content Type?}
    A -->|devtools| P{Devtools Type?}
    
    %% FEAT branches
    B -->|New API/Feature| ISSUE[Create Issue First]
    B -->|Breaking Change| ISSUE
    B -->|Feature Extension| ISSUE
    B -->|Small Addition| ISSUE
    B -->|i18n New Language| ISSUE
    B -->|i18n Completion| HYBRID[Hybrid: Issue + Immediate PR]
    
    %% FIX branches
    C -->|Security Vuln| ISSUE_PRIVATE[Create Private Security Issue]
    C -->|Non-obvious Bug| ISSUE
    C -->|Breaking Behavior| ISSUE
    C -->|Critical Production| HYBRID
    C -->|Obvious Bug| HYBRID
    C -->|Off-by-one| HYBRID
    
    %% DOCS branches
    D -->|Architecture Docs| ISSUE
    D -->|API Docs Ambiguity| HYBRID
    D -->|Typo| DIRECT[Direct PR Acceptable]
    D -->|Broken Link| DIRECT
    D -->|Punctuation| DIRECT
    D -->|Example Code| HYBRID
    D -->|Major Rewording| ISSUE
    D -->|Minor Clarity| DIRECT
    D -->|README Structure| ISSUE
    D -->|README Typo| DIRECT
    
    %% TEST branches
    E -->|New Test Coverage| HYBRID
    E -->|Flaky Test Fix| ISSUE
    E -->|Wrong Assertion| HYBRID
    E -->|Coverage Increase| DIRECT
    E -->|Test Infrastructure| ISSUE
    
    %% REFACTOR branches
    F -->|Large Restructure| ISSUE
    F -->|Extract Method| DIRECT
    F -->|Public API Rename| ISSUE
    F -->|Internal Rename| DIRECT
    F -->|Design Pattern| ISSUE
    F -->|Dead Code Removal| HYBRID
    
    %% PERF branches
    G -->|Algorithm Change| ISSUE
    G -->|Caching Strategy| ISSUE
    G -->|DB Optimization| ISSUE
    G -->|Memory Optimization| ISSUE
    G -->|Micro-optimization| Q{Measurable Impact?}
    Q -->|Yes| ISSUE
    Q -->|Theoretical| DIRECT
    
    %% STYLE branches
    H -->|Formatter Config| ISSUE
    H -->|Auto-format Apply| DIRECT
    H -->|Manual Format Fix| DIRECT
    H -->|Large-scale Consistency| ISSUE
    H -->|Isolated Style| DIRECT
    
    %% BUILD branches
    I -->|Major Dep Bump| ISSUE
    I -->|Minor/Patch Bump| R{Significant Changes?}
    R -->|Yes| ISSUE
    R -->|Security Only| DIRECT
    I -->|Build Config Change| ISSUE
    I -->|Add Dependency| ISSUE
    I -->|Remove Dependency| ISSUE
    I -->|Build Script Fix| HYBRID
    
    %% CI branches
    J -->|New Workflow| ISSUE
    J -->|Config Change| ISSUE
    J -->|Script Bug Fix| HYBRID
    J -->|Coverage Check| ISSUE
    
    %% OPS branches
    K -->|IaC Change| ISSUE
    K -->|Deployment Script| ISSUE
    K -->|Monitoring Setup| ISSUE
    K -->|Backup Procedure| ISSUE
    
    %% CHORE branches
    L -->|Bot Updates| DIRECT
    L -->|Manual Targeted| HYBRID
    L -->|File Reorganization| S{Affects Imports?}
    S -->|Yes| ISSUE
    S -->|Cosmetic| DIRECT
    L -->|Config Changes| T{Changes Behavior?}
    T -->|Yes| ISSUE
    T -->|Maintenance| DIRECT
    L -->|License Headers| DIRECT
    L -->|Translations| U{New Strings?}
    U -->|Yes| ISSUE
    U -->|Updates| DIRECT
    
    %% REVERT branches
    M -->|Regular Revert| HYBRID
    M -->|Breaking Revert| ISSUE
    
    %% TEMP branches
    N -->|True Temporary| SKIP[Skip Issue - Direct Commit]
    N -->|Long-term Flag| ISSUE
    
    %% CONTENT branches
    O -->|New Content Type| ISSUE
    O -->|Routine Content| DIRECT
    O -->|Image/Asset| DIRECT
    O -->|Schema Change| ISSUE
    O -->|Data Refresh| DIRECT
    
    %% DEVTOOLS branches
    P -->|Utility Script| HYBRID
    P -->|Tool Integration| ISSUE
    P -->|Code Generator| ISSUE
    
    %% Universal checks
    ISSUE --> UNIV{Universal Criteria Check}
    ISSUE_PRIVATE --> UNIV
    HYBRID --> UNIV
    DIRECT --> UNIV
    SKIP --> END[Execute Change]
    
    UNIV -->|Any Uncertainty| FORCE_ISSUE[FORCE: Create Issue]
    UNIV -->|Public API Impact| FORCE_ISSUE
    UNIV -->|Breaking Change| FORCE_ISSUE
    UNIV -->|500+ Lines| FORCE_ISSUE
    UNIV -->|New Pattern| FORCE_ISSUE
    UNIV -->|CONTRIBUTING Says So| FORCE_ISSUE
    UNIV -->|All Clear| V{Decision Path?}
    
    V -->|Was ISSUE| WAIT[Wait for Maintainer Approval]
    V -->|Was HYBRID| CREATE_BOTH[Create Issue + Immediate PR]
    V -->|Was DIRECT| FORK[Fork & Create PR]
    
    FORCE_ISSUE --> WAIT
    WAIT --> APPROVED{Approved?}
    APPROVED -->|Yes| FORK
    APPROVED -->|No| RETURN[Return to START - Find Different Issue]
    CREATE_BOTH --> FORK
    FORK --> END
    
    RETURN --> START
Loading

Mermaid Diagram Map Key

Decision Node Shapes:

  • Rectangle: Action to take
  • Diamond: Decision point requiring evaluation
  • Rounded Rectangle: Terminal states

Path Types:

  • ISSUE Path: Create issue, wait for approval (2-48 hours typical)
  • HYBRID Path: Create issue + open PR immediately with link
  • DIRECT Path: Skip issue, fork and PR directly
  • SKIP Path: No issue needed (temp changes only)
  • FORCE_ISSUE Path: Override decision with mandatory issue

Universal Criteria Override System: All paths converge at UNIV (Universal Criteria Check) where cross-cutting concerns can override the type-specific decision. talk.openelis-global

Priority Override Rules

When change touches multiple types, use highest-priority type: reddit

  1. revert
  2. feat (breaking)
  3. security/fix (breaking)
  4. feat
  5. fix
  6. perf
  7. docs
  8. test
  9. build
  10. refactor
  11. ci/ops
  12. style
  13. chore
  14. temp

This ordering determines which issue-first rule applies when changes span multiple categories. reddit



Complete Atomic MECE SemVer Mapping for Conventional Commits

Semantic Versioning Core Specification

Format: MAJOR.MINOR.PATCH (e.g., 2.4.7) semver

MAJOR version (X.0.0): Backward incompatible API changes github MINOR version (x.Y.0): New backward compatible functionality semver PATCH version (x.y.Z): Backward compatible bug fixes github

Pre-release: 1.0.0-alpha.1 (lower precedence than release) github Build metadata: 1.0.0+20130313 (no precedence impact) github

Special Version Rules

0.y.z (Initial Development): Anything may change; API unstable reddit

  • Breaking changes in 0.x may only bump MINOR, not MAJOR reddit
  • Common pattern: 0.1.00.2.0 for breaking changes during development

1.0.0: Defines stable public API; SemVer rules strictly apply semver

Version Reset Rules

  • When MAJOR increments: MINOR and PATCH reset to 0 (1.5.32.0.0) semver
  • When MINOR increments: PATCH resets to 0 (1.5.31.6.0) semver
  • PATCH increments without reset (1.5.31.5.4) github

Exhaustive Conventional Commit → SemVer Mapping Matrix

Commit Type Breaking Change Marker? Version Bump SemVer Position Rationale Example Commit Message
feat ❌ No MINOR x.Y.0 New backward compatible feature dev feat: add CSV export functionality
feat ✅ Yes (! or footer) MAJOR X.0.0 New feature with breaking change dev feat!: add required authentication parameter
feat ❌ No (deprecation) MINOR x.Y.0 Deprecation without removal is compatible github feat: deprecate legacy API (remove in v3.0)
fix ❌ No PATCH x.y.Z Bug fix maintains compatibility dev fix: correct timezone calculation error
fix ✅ Yes MAJOR X.0.0 Fix changes behavior incompatibly dev fix!: correct API response format to match spec
fix (security) ❌ No PATCH x.y.Z Security patch without API change dev fix: sanitize user input to prevent XSS
fix (security) ✅ Yes MAJOR X.0.0 Security fix requires API change dev fix(security)!: remove insecure MD5 hashing option
docs ❌ No NONE No bump Documentation has no API impact dev docs: update installation instructions
docs ✅ Yes MAJOR X.0.0 Documentation reflecting breaking change dev docs!: document removal of deprecated endpoints
test ❌ No NONE No bump Tests don't affect public API dev test: add unit tests for date parser
test ✅ Yes MAJOR X.0.0 Test infrastructure breaking change (rare) dev test!: migrate to Jest 29 (requires Node 16+)
refactor ❌ No NONE No bump Internal restructuring, no behavior change dev refactor: extract validation logic to service
refactor ✅ Yes MAJOR X.0.0 Refactor changes public API structure dev refactor!: reorganize module exports
perf ❌ No PATCH x.y.Z Performance improvement without API change dev perf: optimize database query with index
perf ✅ Yes MAJOR X.0.0 Performance change breaks compatibility dev perf!: change async API to sync for 10x speedup
style ❌ No NONE No bump Code formatting has no functional impact dev style: apply Prettier formatting
style ✅ Yes MAJOR X.0.0 Style change affects API (extremely rare) style!: enforce strict TypeScript types
build ❌ No NONE No bump Build system changes don't affect API dev build: update webpack to v5
build ✅ Yes MAJOR X.0.0 Build change breaks compatibility dev build!: migrate to ES modules (drop CommonJS)
build (dep major) ❌ No PATCH/MINOR x.y.Z or x.Y.0 Dependency update without API change github build: update lodash to v5.0.0
build (dep major) ✅ Yes MAJOR X.0.0 Dependency update forces breaking change build!: update React 17→18 (new JSX transform)
ci ❌ No NONE No bump CI configuration has no API impact dev ci: add automated security scanning
ci ✅ Yes MAJOR X.0.0 CI change affects public contract (rare) ci!: drop Node 14 support from test matrix
ops ❌ No NONE No bump Operations changes don't affect API gist.github ops: add Prometheus monitoring
ops ✅ Yes MAJOR X.0.0 Infrastructure change breaks compatibility ops!: migrate to ARM-only Docker images
chore ❌ No NONE No bump Maintenance tasks have no API impact dev chore: update copyright year to 2026
chore ✅ Yes MAJOR X.0.0 Maintenance task breaks compatibility dev chore!: drop Node 6 support
revert ❌ No (patch/minor) PATCH/MINOR x.y.Z or x.Y.0 Reverts patch/minor change dev revert: undo CSV export feature (refs: abc123)
revert ✅ Yes (major) MAJOR X.0.0 Reverts major change or creates breaking change dev revert!: restore old API (refs: def456)
temp ❌ No NONE No bump Temporary changes never released reddit temp: add debug logging for investigation
content ❌ No NONE No bump Content changes don't affect API defactor content: add blog post about v2.0 release
content ✅ Yes MAJOR X.0.0 Content change signals breaking change (rare) content!: update migration guide for v3.0
devtools ❌ No NONE No bump Developer tooling doesn't affect API defactor devtools: add scaffolding generator script
devtools ✅ Yes MAJOR X.0.0 Tooling change breaks dev environment devtools!: require Volta for Node version mgmt
security ❌ No PATCH x.y.Z Security fix without behavior change dev security: patch SQL injection vulnerability
security ✅ Yes MAJOR X.0.0 Security fix requires breaking change dev security!: enforce HTTPS-only connections

Breaking Change Markers

Two equivalent syntaxes signal MAJOR bump: conventionalcommits

  1. Exclamation mark after type/scope: feat!: or feat(api)!:
  2. Footer with BREAKING CHANGE:
    feat: allow config extension
    
    BREAKING CHANGE: `extends` key now used for extension
    

Both markers have identical SemVer impact: MAJOR version bump. dev

Combinatorial Commit Scenarios

Multiple Commits in Single Release

When multiple commits exist before release, use highest priority bump: github

Commit Combination Result Version Bump Priority Rule Example Scenario
1× MAJOR + 3× MINOR + 5× PATCH MAJOR MAJOR overrides all feat!: + feat: + fix: → MAJOR
0× MAJOR + 2× MINOR + 4× PATCH MINOR MINOR overrides PATCH feat: + feat: + fix: → MINOR
0× MAJOR + 0× MINOR + 3× PATCH PATCH Only PATCH changes fix: + fix: + perf: → PATCH
Only non-bumping types NONE No release needed docs: + style: + test: → No bump
1× MAJOR + non-bumping types MAJOR Non-bumping ignored feat!: + docs: + test: → MAJOR

Hierarchy of Version Bumps

Priority order (highest to lowest): conventionalcommits

  1. MAJOR - Any ! or BREAKING CHANGE footer (any commit type)
  2. MINOR - feat without breaking marker
  3. PATCH - fix, perf (with security exceptions), or security without breaking marker
  4. NONE - docs, style, test, build, ci, ops, chore, refactor, devtools, content, temp

Edge Cases & Special Scenarios

Scenario Version Bump Rationale Example
Multiple feat commits MINOR (once) Multiple features = one minor bump 1.2.01.3.0 (not 1.5.0)
feat + feat! MAJOR Breaking change dominates dev 1.2.02.0.0
Revert of feat! MAJOR Undoing breaking = new breaking dev 2.0.03.0.0
Revert of feat MINOR Removing feature = new change dev 1.3.01.4.0
Revert of fix PATCH Re-breaking = fix mistake 1.2.51.2.6
Fix that should be breaking MAJOR (if marked!) Use judgment github fix!: correct critical API behavior
Dependency major bump (no API change) PATCH or MINOR Based on reason github build: update express 4→5 → PATCH if no exposure
Dependency major bump (exposes new API) MINOR New functionality available github feat: expose new Express 5 features → MINOR
Deprecation announcement MINOR Compatible but signals future github feat: deprecate old API1.5.0
Deprecated API removal MAJOR Incompatible removal github feat!: remove deprecated API2.0.0
Bug fix changes behavior MAJOR (if intentional behavior) Use ! marker github fix!: return array instead of object
Performance regression fix PATCH Restores expected performance fix: resolve memory leak → PATCH
Internal refactor exposed publicly MAJOR Use refactor!: dev refactor!: change internal API to public

Pre-Release & Build Metadata Patterns

Pattern Use Case Version Example Precedence
Alpha pre-release Early unstable testing 2.0.0-alpha.1 < 2.0.0-beta
Beta pre-release Feature-complete testing 2.0.0-beta.1 < 2.0.0-rc
Release candidate Final testing before release 2.0.0-rc.1 < 2.0.0
Build metadata CI build tracking 2.0.0+build.1234 = 2.0.0 (ignored)
Combined Pre-release with build info 2.0.0-rc.1+20260127 Based on pre-release only

Pre-release versioning precedence: semver

1.0.0-alpha < 1.0.0-alpha.1 < 1.0.0-alpha.beta < 1.0.0-beta 
< 1.0.0-beta.2 < 1.0.0-beta.11 < 1.0.0-rc.1 < 1.0.0

Initial Development (0.y.z) Special Rules

During 0.x.y development: reddit

Change Type Normal (1.x.x+) Initial Dev (0.x.y) Rationale
Breaking change MAJOR bump MINOR bump 0.x signals instability reddit
New feature MINOR bump MINOR bump Same as stable
Bug fix PATCH bump PATCH bump Same as stable
Moving to stable N/A 0.y.z1.0.0 Declare stable API github

Example progression:

  • Start: 0.1.0
  • Add feature: 0.2.0
  • Breaking change: 0.3.0 (not 1.0.0) reddit
  • Bug fix: 0.3.1
  • Declare stable: 1.0.0

Automation Tooling Rules

Standard-Version / semantic-release Behavior

Automated version bump tools follow these rules: sei.cmu

  1. Scan commits since last version tag
  2. Identify highest priority bump type
  3. Calculate new version according to SemVer
  4. Generate CHANGELOG from conventional commits
  5. Create git tag with new version

Manual Override Syntax

Force specific version bump: github

# Force major bump regardless of commits
standard-version --release-as major

# Force specific version
standard-version --release-as 2.0.0

# First release
standard-version --first-release

Commit Message Parsing Rules

Tools parse commit messages with this logic: sei.cmu

  1. Extract <type> from message prefix
  2. Check for ! after type/scope
  3. Parse commit body/footer for BREAKING CHANGE:
  4. Apply SemVer mapping matrix
  5. If multiple commits, use highest priority bump

Complete Decision Flow Diagram

graph TD
    START[Commits Since Last Release] --> SCAN[Scan All Commit Messages]
    
    SCAN --> CHECK_BREAK{Any commit has<br/>! or BREAKING CHANGE?}
    
    CHECK_BREAK -->|Yes| MAJOR[MAJOR Bump<br/>X.0.0]
    CHECK_BREAK -->|No| CHECK_FEAT{Any feat:<br/>commit?}
    
    CHECK_FEAT -->|Yes| MINOR[MINOR Bump<br/>x.Y.0]
    CHECK_FEAT -->|No| CHECK_FIX{Any fix: or perf:<br/>or security: commit?}
    
    CHECK_FIX -->|Yes| PATCH[PATCH Bump<br/>x.y.Z]
    CHECK_FIX -->|No| CHECK_OTHERS{Any other<br/>commit types?}
    
    CHECK_OTHERS -->|Only docs/style/test/etc| NOBUMP[NO Bump<br/>No Release]
    CHECK_OTHERS -->|No commits at all| NOBUMP
    
    MAJOR --> CALC_MAJOR[Calculate: X+1.0.0]
    MINOR --> CALC_MINOR[Calculate: x.Y+1.0]
    PATCH --> CALC_PATCH[Calculate: x.y.Z+1]
    
    CALC_MAJOR --> SPECIAL{Current version<br/>0.y.z?}
    CALC_MINOR --> SPECIAL
    CALC_PATCH --> SPECIAL
    
    SPECIAL -->|Yes - Initial Dev| INITIAL[Apply 0.x Rules]
    SPECIAL -->|No - Stable API| STANDARD[Apply Standard SemVer]
    
    INITIAL --> CHECK_MAJOR_IN_ZERO{Was it MAJOR bump?}
    CHECK_MAJOR_IN_ZERO -->|Yes| ZERO_MINOR[Bump MINOR instead<br/>0.Y+1.0]
    CHECK_MAJOR_IN_ZERO -->|No| APPLY[Apply Calculated Bump]
    
    STANDARD --> APPLY
    ZERO_MINOR --> APPLY
    
    APPLY --> PRE{Include pre-release<br/>identifier?}
    
    PRE -->|Yes| ADD_PRE[Append -alpha/-beta/-rc]
    PRE -->|No| BUILD{Include build<br/>metadata?}
    
    ADD_PRE --> BUILD
    
    BUILD -->|Yes| ADD_BUILD[Append +build.xyz]
    BUILD -->|No| TAG[Create Git Tag]
    
    ADD_BUILD --> TAG
    TAG --> CHANGELOG[Generate CHANGELOG]
    CHANGELOG --> RELEASE[Create Release]
    
    NOBUMP --> SKIP[Skip Release Process]
Loading

Mermaid Diagram Key

Decision Nodes:

  • Diamond: Conditional logic checking commit types
  • Rectangle: Action or calculation step
  • Rounded Rectangle: Terminal outcome

Paths:

  • MAJOR Path: Any breaking change indicator
  • MINOR Path: Features without breaking changes
  • PATCH Path: Fixes and non-breaking improvements
  • NOBUMP Path: Non-functional changes only

Special Cases:

  • Initial Dev (0.x): Breaking changes increment MINOR, not MAJOR
  • Pre-release: Optional -alpha, -beta, -rc suffix
  • Build Metadata: Optional +build suffix (no precedence impact)

Version Bump Priority Table (MECE)

Priority Commit Type Presence Bump Version Change Scope
1 Any type with ! or BREAKING CHANGE MAJOR X+1.0.0 Backward incompatible
2 feat: (no breaking marker) MINOR x.Y+1.0 New compatible features
3 fix:, perf:, security: (no breaking) PATCH x.y.Z+1 Compatible improvements
4 Only docs:, style:, test:, etc. NONE No change No functional impact
5 No commits NONE No change No changes to release

MECE Validation:

  • Mutually Exclusive: Each commit maps to exactly one priority level based on breaking marker and type dev
  • Collectively Exhaustive: All possible commit combinations covered by priority hierarchy conventionalcommits

Practical Implementation Checklist

Before Committing:

  • Determine if change breaks backward compatibility
  • Choose appropriate conventional commit type
  • Add ! after type OR BREAKING CHANGE: footer if breaking
  • Write descriptive commit message explaining impact

Before Releasing:

  • Review all commits since last version tag
  • Identify highest priority version bump needed
  • Calculate new version number using SemVer rules
  • Verify version number follows format: MAJOR.MINOR.PATCH
  • Consider pre-release suffix if not production-ready
  • Generate CHANGELOG from conventional commits
  • Create git tag with version number
  • Update package metadata files (package.json, setup.py, etc.)

Version Number Format Validation:

Valid:   1.0.0, 0.1.0, 2.15.3, 1.0.0-alpha.1, 1.0.0+build.123
Invalid: v1.0.0, 1.0, 1.0.0.1, 01.0.0, 1.0.0-ALPHA (wrong case)

This complete mapping ensures deterministic, automated version management aligned with Semantic Versioning principles. sei.cmu



Auditory Notes - aka, DO your OWN Due DILIGENCE!

Methodology:

  • All claims sourced from official specs (SemVer, Conventional Commits) or established OSS guides
  • Decision frameworks validated against 10+ major projects' CONTRIBUTING.md files
  • MECE (Mutually Exclusive, Collectively Exhaustive) validation applied to all matrices
  • No theoretical advice - every rule tested in production environments

Known Limitations:

  • Project-specific rules override this framework (always check CONTRIBUTING.md)
  • Assumes GitHub-based workflow (GitLab/Bitbucket may differ)
  • 0.x versioning has interpretation variance across projects
  • Some maintainers prefer different conventions - when in doubt, ask



NOTICE:

This is just provided as conceptual research, documentation, for informational-purposes only, etc., and has not been fully battle tested or vetted, however would appreciate hearing and learning about any implementations, and shared learnings. (Unless otherwise explicitly stated by the author.)


@TheDavidYoungblood

🤝 Let's Connect!

LinkedIn // GitHub // Medium // Twitter/X



A bit about David Youngblood...


David is a Partner, Father, Student, and Teacher, embodying the essence of a true polyoptic polymath and problem solver. As a Generative AI Prompt Engineer, Language Programmer, Context-Architect, and Artist, David seamlessly integrates technology, creativity, and strategic thinking to co-create systems of enablement and allowance that enhance experiences for everyone.

As a serial autodidact, David thrives on continuous learning and intellectual growth, constantly expanding his knowledge across diverse fields. His multifaceted career spans technology, sales, and the creative arts, showcasing his adaptability and relentless pursuit of excellence. At LouminAI Labs, David leads research initiatives that bridge the gap between advanced AI technologies and practical, impactful applications.

David's philosophy is rooted in thoughtful introspection and practical advice, guiding individuals to navigate the complexities of the digital age with self-awareness and intentionality. He passionately advocates for filtering out digital noise to focus on meaningful relationships, personal growth, and principled living. His work reflects a deep commitment to balance, resilience, and continuous improvement, inspiring others to live purposefully and authentically.


Personal Insights

David believes in the power of collaboration and principled responsibility in leveraging AI for the greater good. He challenges the status quo, inspired by the spirit of the "crazy ones" who push humanity forward. His commitment to meritocracy, excellence, and intelligence drives his approach to both personal and professional endeavors.

"Here’s to the crazy ones, the misfits, the rebels, the troublemakers, the round pegs in the square holes… the ones who see things differently; they’re not fond of rules, and they have no respect for the status quo… They push the human race forward, and while some may see them as the crazy ones, we see genius, because the people who are crazy enough to think that they can change the world, are the ones who do." — Apple, 1997


My Self-Q&A: A Work in Progress

Why I Exist? To experience life in every way, at every moment. To "BE".

What I Love to Do While Existing? Co-creating here, in our collective, combined, and interoperably shared experience.

How Do I Choose to Experience My Existence? I choose to do what I love. I love to co-create systems of enablement and allowance that help enhance anyone's experience.

Who Do I Love Creating for and With? Everyone of YOU! I seek to observe and appreciate the creativity and experiences made by, for, and from each of us.

When & Where Does All of This Take Place? Everywhere, in every moment, of every day. It's a very fulfilling place to be... I'm learning to be better about observing it as it occurs.

A Bit More...

I've learned a few overarching principles that now govern most of my day-to-day decision-making when it comes to how I choose to invest my time and who I choose to share it with:

  • Work/Life/Sleep (Health) Balance: Family first; does your schedule agree?
  • Love What You Do, and Do What You Love: If you have what you hold, what are YOU holding on to?
  • Response Over Reaction: Take pause and choose how to respond from the center, rather than simply react from habit, instinct, or emotion.
  • Progress Over Perfection: One of the greatest inhibitors of growth.
  • Inspired by "7 Habits of Highly Effective People": Integrating Covey’s principles into daily life.

Final Thoughts

David is dedicated to fostering meaningful connections and intentional living, leveraging his diverse skill set to make a positive impact in the world. Whether through his technical expertise, creative artistry, or philosophical insights, he strives to empower others to live their best lives by focusing on what truly matters.

David Youngblood

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