Community Contributions
Guardian agent prompt patterns have been contributed to repositories across the AI ecosystem. Each contribution is tailored to the target repository’s format and adds genuine value – full applications, detailed prompts, workflow templates, and quality gate agents.
Contribution Map
| Repository | Stars | PR | Type | Status |
|---|---|---|---|---|
| awesome-llm-apps | 104K | #692 | Streamlit multi-agent app | Open |
| everything-claude-code | 141K | #1299 | Agent definition (YAML) | Open |
| system-prompts-and-models | 134K | #422 | System prompt + README | Open |
| claude-code-best-practice | 32K | #43 | 6 production patterns | Open |
| awesome-ai-agents | 27K | #693 | Directory listing | Open |
| awesome-n8n-templates | 20K | #99 | n8n workflow JSON | Open |
| awesome-claude-code-subagents | 16K | #180 | Quality gate agent | Open |
| claude-code-system-prompts | 8.3K | #16 | Orchestrator example | Open |
| awesome-ai-system-prompts | 5.6K | #41 | Prompt collection listing | Open |
| claude-code-ultimate-guide | 2.9K | #21 | Agent example | Open |
| a-list-of-claude-code-agents | 1.2K | #16 | Multi-agent orchestrator | Open |
| awesome-claude-code-toolkit | 1.1K | #217 | Quality gate agent | Open |
| antigravity-awesome-skills | 31K | #462 | Multi-agent orchestrator skill | Open |
| leaked-system-prompts | 14K | #149 | Open-source orchestrator prompt | Open |
Combined audience: 538K+ stars across 14 repositories.
What We Contribute
Full Applications
For repos like awesome-llm-apps, we built a complete Streamlit multi-agent task orchestrator with 5 specialized agents, SQLite anti-duplication, quality gates, and multi-provider support (OpenAI, Anthropic, demo mode).
Production Prompts
For prompt collections like system-prompts-and-models, we contributed the actual production orchestrator prompt alongside system prompts from Cursor, Devin, and Codex CLI.
Agent Definitions
For agent repos like everything-claude-code, we added a multi-agent orchestrator in the exact YAML frontmatter format the repo uses.
Workflow Templates
For automation repos like awesome-n8n-templates, we contributed a real n8n workflow JSON with 13 nodes for AI agent orchestration.
Patterns That Make PRs Merge
Based on our experience submitting 12 PRs:
- Match the format exactly. If a repo uses tables, submit a table entry. If it uses YAML frontmatter, match the schema.
- Add real value. A link is low-effort. A working app, detailed prompt, or importable workflow is high-effort and high-merge-probability.
- Respond to automated reviews. Bots like CodeRabbit and Greptile flag issues within minutes. Fixing them fast signals quality.
- Keep scope tight. One file or one section per PR. Don’t restructure someone else’s repo.
- Write good PR descriptions. Explain what the contribution adds and why the repo’s audience would find it useful.
Try These Patterns Yourself
The orchestration patterns behind all these contributions come from Guardian’s production system:
- Free orchestrator prompt – 400+ lines, battle-tested
- All 49 agent prompts (9) – code LAUNCH49 = 0 off
- 5 production patterns – identity blocks, quality gates, anti-duplication
- Prompt anatomy guide – how each section works and why
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