governed-ai-stack
Skill2 starsChanged 5 months agoMITView on GitHub
Maps tasks to the vpeetla-ai 6-layer reference stack (VAP, AegisAI, Enterprise RAG, AegisLoop, Content Factory, LoopForge). Use when choosing which repo to change, designing integrations, or explaining architecture.
5 other projects use a version of this, 2 of them edited.
Adopted by
Most recently taken up by
- vpeetla-ai/venkat-ai-platformedited, first seen Nov 8, 2026
- vpeetla-ai/swarm-agent-patternword for word, first seen Oct 20, 2026
- vpeetla-ai/aegisai-enterprise-agent-platformedited, first seen Jul 8, 2026
- vpeetla-ai/multi-agent-system-patternword for word, first seen Jun 29, 2026
- vpeetla-ai/react-agent-patternword for word, first seen Jun 29, 2026
Other versions5 projects use a version of this.
Word for word · 3
- vpeetla-ai/multi-agent-system-pattern★ 2100% same
- vpeetla-ai/react-agent-pattern★ 2100% same
- vpeetla-ai/swarm-agent-pattern★ 2100% same
Edited · 2
- vpeetla-ai/aegisai-enterprise-agent-platform★ 2100% same
- vpeetla-ai/venkat-ai-platform★ 2100% same
Wrote their own version · 0
None found.
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository13 other files it gives its agents.
- AGENTS.mdAGENTS.md
- aegis-gatewaySkill
- agentic-engineeringSkill
- deploy-vercel-renderSkill
- grill-with-contextSkill
- hitl-side-effectsSkill
- langgraph-orchestrationSkill
- loop-engineeringSkill
- portfolio-adrSkill
- rag-governanceSkill
- repo-fix-prSkill
- setup-vpeetla-skillsSkill
- tdd-agent-loopsSkill
The file
We split this skill into the rules it gives an agent
1 rule. About 0 are common, 1 is distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈1
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 11
Read CONTEXT.md for terms.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Governed AI Stack
Read CONTEXT.md for terms.
Layer routing
| If the task is about… | Work in… |
| Multi-agent orchestration, RAG strategies, notify | venkat-ai-platform |
| Policy, HITL, audit, tool authorization | aegisai-enterprise-agent-platform |
| Retrieval, citations, access control | enterprise_rag_platform |
| Missions, traces, eval gates, FinOps | aegisloop-agentops-workbench |
| Content pipeline, publish, cron | ai-content-factory |
| Self-improving loops, repo fix, RAG tuning | loop-engine-agent-platform |
| ADRs, case studies, portfolio copy | ai-architecture-portfolio |
| Public site, ecosystem wiring | venkat-ai-portfolio |
| Single pattern reference (ReAct, etc.) | *-agent-pattern repos |
Integration rules
- VAP delegates side effects; AegisAI authorizes them
- Enterprise RAG feeds VAP strategies; does not replace gateway
- LoopForge improves configs/prompts; does not replace orchestration
Essay
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.