Thank you for your interest in contributing! Smart SDLC is a community-driven framework — contributions to skills, integrations, documentation, and tooling are all welcome.
| Type | Examples |
|---|---|
| New skills | Additional workflow skills, new integration skills, utility skills |
| Improve existing skills | Better instructions, clearer steps, edge case handling |
| Integrations | New system integrations (Linear, Notion, ServiceNow, etc.) |
| CLI commands | New bin/ commands or enhancements to existing ones |
| Documentation | Corrections, examples, guides, translations |
| Bug reports | Unexpected AI behaviour, skill logic errors, CLI issues |
git clone https://github.com/supermldev/smart-sdlc.git
cd smart-sdlcNo dependencies — but make sure you're on Node.js 16+:
node --version # >= 16node bin/superml.js help
node bin/superml.js initOr link globally to test npx-style:
npm link
smart-sdlc helpSkills are the core of Smart SDLC. A skill is a SKILL.md file with YAML frontmatter and structured AI instructions.
---
skill: your-skill-name
title: "Human-readable title"
phase: "0-relearn | 1-analysis | 2-planning | 3-solutioning | 4-implementation | 5-modernize | core | integrations"
persona: "all | product | architect | developer | modernization | team_lead"
type: "workflow | utility | integration | agent"
---
## Skill: Your Skill Name
Brief description of what this skill does and when to use it.
## Activation
...
## Instructions for the AI
...skills/
├── 0-relearn/ # Brownfield onboarding, codebase exploration
├── 1-analysis/ # Problem analysis, research
├── 2-planning/ # PRDs, requirements, UX
├── 3-solutioning/ # Architecture, stories, context
├── 4-implementation/ # Coding, review, sprint
├── 5-modernize/ # Legacy analysis, migration
├── core/ # Utilities available to all personas
└── integrations/ # External system connections
Each skill lives in its own folder: skills/<phase>/<skill-name>/SKILL.md.
Multi-step workflows can include a workflow.md and a steps/ subdirectory with numbered step files.
After adding the SKILL.md, register it in lib/commands/init.js:
-
Add the skill path to
SKILL_PERSONA_ACCESS— usenullfor unrestricted or a persona name to restrict access:'integrations/your-skill/action': null, // all personas 'integrations/your-skill/action': 'developer', // developer only
-
If it's an integration with a connect step, add it to the
INTEGRATIONSarray ininit.js.
New integrations follow the same pattern as existing ones in skills/integrations/. Each integration should include:
connect/SKILL.md— set up and verify connectivity; support both REST and MCP modes if applicable- Action skills (e.g.
create-story/SKILL.md,sync/SKILL.md,push-doc/SKILL.md)
If the integration supports MCP, follow the pattern in skills/integrations/jira/connect/SKILL.md — offer REST vs MCP path, generate .vscode/mcp.json entries, and write connection_mode to _superml/config.yml.
- One feature or fix per PR — keep changes focused and reviewable
- Test your skill manually — open GitHub Copilot Chat, attach your SKILL.md, and run through the workflow. Note the result in the PR description
- No breaking changes to existing config keys — additive changes only; deprecate with a comment if a key needs renaming
- Update docs if needed — if you add a skill, add a row to
docs/skills-reference.md; if you add an integration, updatedocs/integrations.md - Commit messages — use Conventional Commits:
feat:,fix:,docs:,refactor:,chore:
## What this adds / fixes
Brief description.
## Skill / command affected
e.g. `skills/integrations/linear/connect/SKILL.md`, `lib/commands/init.js`
## Manual test
- Opened Copilot Chat, ran `/sml-your-skill`
- Step 1: [what happened]
- Step 2: [what happened]
- Result: [outcome]
## Checklist
- [ ] SKILL.md follows the standard frontmatter format
- [ ] Skill registered in `SKILL_PERSONA_ACCESS` in `init.js`
- [ ] `docs/skills-reference.md` updated (if new skill)
- [ ] `docs/integrations.md` updated (if new integration)
- [ ] No credentials or tokens hardcoded anywhereOpen a GitHub Issue with:
- Smart SDLC version:
npx @supermldev/smart-sdlc --version - AI assistant: GitHub Copilot / Claude / Cursor / other
- Skill or command: which skill or CLI command is affected
- What happened vs what was expected
- Config snippet (redact any tokens): relevant section of
_superml/config.yml
Join the Smart SDLC Discord for questions, ideas, and real-time discussion with maintainers and other contributors:
Be respectful, collaborative, and constructive. We follow the Contributor Covenant. By participating you agree to abide by its terms.
By contributing, you agree that your contributions will be licensed under the MIT License.