

Also from Kynth Studios


Also from Kynth Studios


Also from Kynth Studios
12345# AI-DLC Welcome Message67**Purpose**: This file contains the user-facing welcome message that should be displayed ONCE at the start of any AI-DLC workflow.89---1011# 👋 Welcome to AI-DLC (AI-Driven Development Life Cycle)! 👋1213I'll guide you through an adaptive software development workflow that intelligently tailors itself to your specific needs.1415## What is AI-DLC?1617AI-DLC is a structured yet flexible software development process that adapts to your project's needs. Think of it as having an experienced software architect who:1819- **Analyzes your requirements** and asks clarifying questions when needed20- **Plans the optimal approach** based on complexity and risk21- **Skips unnecessary steps** for simple changes while providing comprehensive coverage for complex projects22- **Documents everything** so you have a complete record of decisions and rationale23- **Guides you through each phase** with clear checkpoints and approval gates2425## The Three-Phase Lifecycle2627```28 User Request29 |30 v31 +---------------------------------------+32 | INCEPTION PHASE |33 | Planning & Application Design |34 +---------------------------------------+35 | * Workspace Detection (ALWAYS) |36 | * Reverse Engineering (COND) |37 | * Requirements Analysis (ALWAYS) |38 | * User Stories (CONDITIONAL) |39 | * Workflow Planning (ALWAYS) |40 | * Application Design (CONDITIONAL) |41 | * Units Generation (CONDITIONAL) |42 +---------------------------------------+43 |44 v45 +---------------------------------------+46 | CONSTRUCTION PHASE |47 | Design, Implementation & Test |48 +---------------------------------------+49 | * Per-Unit Loop (for each unit): |50 | - Functional Design (COND) |51 | - NFR Requirements Assess (COND) |52 | - NFR Design (COND) |53 | - Infrastructure Design (COND) |54 | - Code Generation (ALWAYS) |55 | * Build and Test (ALWAYS) |56 +---------------------------------------+57 |58 v59 +---------------------------------------+60 | OPERATIONS PHASE |61 | Placeholder for Future |62 +---------------------------------------+63 | * Operations (PLACEHOLDER) |64 +---------------------------------------+65 |66 v67 Complete68```6970### Phase Breakdown:7172**INCEPTION PHASE** - *Planning & Application Design*73- **Purpose**: Determines WHAT to build and WHY74- **Activities**: Understanding requirements, analyzing existing code (if any), planning the approach75- **Output**: Clear requirements, execution plan, decisions on the number of units of work for parallel development76- **Your Role**: Answer questions, review plans, approve direction7778**CONSTRUCTION PHASE** - *Detailed Design, Implementation & Test*79- **Purpose**: Determines HOW to build it80- **Activities**: Detailed design (when needed), code generation, comprehensive testing81- **Output**: Working code, tests, build instructions82- **Your Role**: Review designs, approve implementation plans, validate results8384**OPERATIONS PHASE** - *Deployment & Monitoring (Future)*85- **Purpose**: How to DEPLOY and RUN it86- **Status**: Placeholder for future deployment and monitoring workflows87- **Current State**: Build and test activities handled in CONSTRUCTION phase8889## Key Principles:9091- ⚡ **Fully Adaptive**: Each stage independently evaluated based on your needs92- 🎯 **Efficient**: Simple changes execute only essential stages93- 📋 **Comprehensive**: Complex changes get full treatment with all safeguards94- 🔍 **Transparent**: You see and approve the execution plan before work begins95- 📝 **Documented**: Complete audit trail of all decisions and changes96- 🎛️ **User Control**: You can request stages be included or excluded9798## What Happens Next:991001. **I'll analyze your workspace** to understand if this is a new or existing project1012. **I'll gather requirements** and ask clarifying questions if needed1023. **I'll create an execution plan** showing which stages I propose to run and why1034. **You'll review and approve** the plan (or request changes)1045. **We'll execute the plan** with checkpoints at each major stage1056. **You'll get working code** with complete documentation and tests106107The AI-DLC process adapts to:108- 📋 Your intent clarity and complexity109- 🔍 Existing codebase state110- 🎯 Scope and impact of changes111- ⚡ Risk and quality requirements112113Let's begin!114
One repository carrying more than one format is the comparison this product exists for: does anyone actually write different content in each file, or is one a copy of the other?
| Repository | Format | Stack | Covers | Score | Changed |
|---|---|---|---|---|---|
| nota-america/forgecat-agent-profilesprofiles/addyosmani/agent-skills/for-cursor/.cursor/rules/cmd-build.mdc · 51 | Cursor rules | no sections | 16/100 | today | |
| nota-america/forgecat-agent-profilesprofiles/addyosmani/agent-skills/for-cursor/.cursor/rules/cmd-code-simplify.mdc · 51 | Cursor rules | testing-strategy | 30/100 | today | |
| nota-america/forgecat-agent-profilesprofiles/addyosmani/agent-skills/for-cursor/.cursor/rules/cmd-plan.mdc · 51 | Cursor rules | no sections | 16/100 | today | |
| nota-america/forgecat-agent-profilesprofiles/addyosmani/agent-skills/for-cursor/.cursor/rules/cmd-review.mdc · 51 | Cursor rules | no sections | 16/100 | today | |
| nota-america/forgecat-agent-profilesprofiles/addyosmani/agent-skills/for-cursor/.cursor/rules/cmd-ship.mdc · 51 | Cursor rules | testing-strategygitdeploymentdo-not | 61/100 | today | |
| nota-america/forgecat-agent-profilesprofiles/addyosmani/agent-skills/for-cursor/.cursor/rules/cmd-spec.mdc · 51 | Cursor rules | no sections | 16/100 | today | |
| nota-america/forgecat-agent-profilesprofiles/addyosmani/agent-skills/for-cursor/.cursor/rules/cmd-test.mdc · 51 | Cursor rules | no sections | 16/100 | today | |
| nota-america/forgecat-agent-profilesprofiles/addyosmani/agent-skills/for-forgecat/AGENTS.md · 51 | AGENTS.md | lint-formatstylearchdo-not | 73/100 | today | |
| nota-america/forgecat-agent-profilesprofiles/addyosmani/agent-skills/for-forgecat/CLAUDE.md · 51 | CLAUDE.md | teststylearchagent-behaviour | 70/100 | today | |
| nota-america/forgecat-agent-profilesprofiles/anthropics/claude-code/anthropics_claude-code_ralph-wiggum/for-cursor/.cursor/rules/cmd-cancel-ralph.mdc · 51 | Cursor rules | no sections | 16/100 | today | |
| nota-america/forgecat-agent-profilesprofiles/anthropics/claude-code/anthropics_claude-code_ralph-wiggum/for-cursor/.cursor/rules/cmd-help.mdc · 51 | Cursor rules | no sections | 54/100 | today | |
| nota-america/forgecat-agent-profilesprofiles/anthropics/claude-code/anthropics_claude-code_ralph-wiggum/for-cursor/.cursor/rules/cmd-ralph-loop.mdc · 51 | Cursor rules | no sections | 22/100 | today | |
| nota-america/forgecat-agent-profilesprofiles/anthropics/claude-plugins-official/anthropics_claude-plugins-official_agent-sdk-dev/for-cursor/.cursor/rules/cmd-new-sdk-app.mdc · 51 | Cursor rules | setupstylearchdocs | 76/100 | today | |
| nota-america/forgecat-agent-profilesprofiles/anthropics/claude-plugins-official/anthropics_claude-plugins-official_claude-md-management/for-cursor/.cursor/rules/cmd-revise-claude-md.mdc · 51 | Cursor rules | agent-behaviour | 50/100 | today | |
| nota-america/forgecat-agent-profilesprofiles/anthropics/claude-plugins-official/anthropics_claude-plugins-official_code-review/for-cursor/.cursor/rules/cmd-code-review.mdc · 51 | Cursor rules | testing-strategygit | 35/100 | today | |
| nota-america/forgecat-agent-profilesprofiles/anthropics/claude-plugins-official/anthropics_claude-plugins-official_commit-commands/for-cursor/.cursor/rules/cmd-clean_gone.mdc · 51 | Cursor rules | no sections | 60/100 | today | |
| nota-america/forgecat-agent-profilesprofiles/anthropics/claude-plugins-official/anthropics_claude-plugins-official_commit-commands/for-cursor/.cursor/rules/cmd-commit-push-pr.mdc · 51 | Cursor rules | stylegit | 44/100 | today | |
| nota-america/forgecat-agent-profilesprofiles/anthropics/claude-plugins-official/anthropics_claude-plugins-official_commit-commands/for-cursor/.cursor/rules/cmd-commit.mdc · 51 | Cursor rules | style | 44/100 | today | |
| nota-america/forgecat-agent-profilesprofiles/anthropics/claude-plugins-official/anthropics_claude-plugins-official_example-plugin/for-cursor/.cursor/rules/cmd-example-command.mdc · 51 | Cursor rules | lint-formatstyleagent-behaviour | 58/100 | today | |
| nota-america/forgecat-agent-profilesprofiles/anthropics/claude-plugins-official/anthropics_claude-plugins-official_feature-dev/for-cursor/.cursor/rules/cmd-feature-dev.mdc · 51 | Cursor rules | stylearchgit | 56/100 | today |
Same format, overlapping stack, ranked by quality.
| Repository | Format | Stack | Covers | Score | Changed |
|---|---|---|---|---|---|
| hiromaily/go-crypto-wallet.cursor/rules/typescript.mdc · 126 | Cursor rules | setupbuildtestlint-format+6 | 100/100 | 14 days ago | |
| TechSquidTV/Hermes.cursor/rules/10-hermes-api.mdc · 46 | Cursor rules | testlint-formatstylearch+5 | 100/100 | 14 days ago | |
| Allymahmoud/case-intake-platform.cursor/rules/frontend.mdc · 0 | Cursor rules | setuptestlint-formatstyle+7 | 99/100 | 14 days ago | |
| dodgecfr/combatfilms-webapp.cursor/rules/frontend.mdc · 0 | Cursor rules | setuptestlint-formatstyle+7 | 99/100 | 14 days ago | |
| deifos/clipmira-subtitles.cursor/rules/frontend.mdc · 1 | Cursor rules | setuptestlint-formatstyle+7 | 99/100 | 14 days ago | |
| markstev/mark-starter.cursor/rules/frontend.mdc · 0 | Cursor rules | setuptestlint-formatstyle+6 | 99/100 | 14 days ago | |
| langflow-ai/langflow.cursor/rules/docs_development.mdc · 153k | Cursor rules | setupbuildtestlint-format+7 | 97/100 | 14 days ago | |
| bybren-llc/safe-agentic-workflow.cursor/rules/10-backend-python.mdc · 399 | Cursor rules | testlint-formatstylegit+4 | 97/100 | today |
A badge carrying the measured quality of the strongest agent config file in this repository, out of 100. It reads from this index every time somebody loads your page, so it changes when the measurement changes and there is nothing to keep up to date. Free, no account, and the value is not something you or we can set by hand.
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Published by Toolproof, the masthead over this index and eight others. The method behind the number is at toolproof.kynth.studio/methodology, and the whole thing is readable as JSON with no key at /api.