Independent OSS profile by Karunanidhi Mishra
Make agentic AI repositories easier to review, trust, and extend.
A practical evidence model for repositories that need clearer guidance around AGENTS.md, tool boundaries, human approval, identity assumptions, audit events, OSS fallbacks, and reproducible validation.
This is not an Agentic AI Foundation project, not a Linux Foundation project, and not endorsed by either organization.
Current release
v0.5.49
Validation
npm test
Profile levels
0 to 4
Public testbed
16 repos
Review path
Use it without needing a paid provider or private data.
- Inspect the profile. Read the schema, scoring guide, and boundary model template.
- Map one repository. Add `agentic-readiness.json` and a boundary model for one real repo boundary.
- Run local validation. Use `npm test` in the profile repository. No Docker, database, or paid API key is required.
- Request public feedback. Open an opt-in issue or PR with the evidence link and reviewer question.
- Start small. Use the pinned good-first review issue or route-signal template to leave one route signal.
- Review a lane. Use the external reviewer call for AGENTS.md, MCP, gateway, security, enterprise, or maintainer-burden feedback.
- Check proposal fit. Use the focused proposal-readiness issue to challenge missing evidence before any foundation route.
- Discuss routing. Use the public discussion for broader AGENTS.md, MCP, A2A, gateway, Goose, or independent-profile feedback.
- Try adoption safely. Use the adoption-trial issue to compare one real repository boundary with one readiness example.
- Close the loop. Classify incoming feedback through the route signal response protocol.
- Show the queue. Track public signals and response states in the route signal ledger.
- Credit carefully. Acknowledge reviewers only with consent and without endorsement claims.
Evidence model
Readiness is a claim only when evidence is present.
The profile separates public scaffolding from production claims. It asks maintainers to show setup paths, contribution boundaries, security posture, governance, observability, fallback options, and validation before calling a repository enterprise-ready.
0Public Scaffold
1Contributor-Ready
2Agentic Readiness
3Enterprise Evidence
4Foundation Candidate
Core documents
Start from the artifacts reviewers usually ask for first.
Specification
PROFILE.md
Template
Boundary Model
Scoring
Readiness Guide
Security
Posture Plan
Community
Engagement Plan
Reviewers
Reviewer Program
Reviewer Credit
Acknowledgement Policy
Public Review
Review Packet
20-Minute Review
Reviewer Quickstart
Reviewer Signal
Signal Matrix
Feedback Loop
Response Protocol
Public Signals
Signal Ledger
One-Minute Review
Route Signal
Pinned Issue
Good First Review
Reviewer Call
External Review
Proposal Fit
Preflight Review
Public Discussion
Routing Feedback
Adoption Trial
Opt-In Intake
Maintainers
Review Kit
AAIF-style
Self-Audit
AAIF Route
Engagement Dossier
AAIF Forum
Posting Packet
AAIF Ambassador
Contribution Plan
AGENTS.md
Evidence Checklist
MCP Tools
Boundary Checklist
MCP Review
Posting Packet
External Proof
Review Queue
Portfolio
Recognition Roadmap
Ecosystem
Contribution Ledger
Upstream PRs
Monitoring Protocol
Portfolio testbed
Sixteen repo-local boundary examples from a 16-repository enterprise product portfolio.
| Product | Review domain | Evidence |
|---|---|---|
| SecureIDE Workbench | AI coding workbench governance | Readiness JSON |
| FlowGrid Orchestrator | MCP-style connector governance | Readiness JSON |
| SupportDesk Intelligence | Support provenance and escalation | Readiness JSON |
| AccessGovernance Kit | Agent access policy and audit evidence | Readiness JSON |
| VoiceGrid Operations | Voice consent and transcript governance | Readiness JSON / Boundary |
| Meeting Intelligence Hub | Transcript retention and follow-up approvals | Readiness JSON / Boundary |
| TenantCommerce Control | Tenant-scoped commerce policy and audit | Readiness JSON / Boundary |
| LedgerOps Intelligence | Finance consent and reconciliation controls | Readiness JSON / Boundary |
| AppForge Studio | Generated app publishing and sandbox preview governance | Readiness JSON / Boundary |
| BrandOps Studio | Brand asset approval and export governance | Readiness JSON / Boundary |
| IdentityCore Platform | Delegated identity and session policy | Readiness JSON / Boundary |
| KnowledgeStream Hub | Transcript provenance and retention controls | Readiness JSON / Boundary |
| CollabBoard Command | Collaborative board export controls | Readiness JSON / Boundary |
| LiveOps Broadcast | Moderation, recording, and retention governance | Readiness JSON / Boundary |
| SkillForge Learning | Assessment provenance and manager review | Readiness JSON / Boundary |
| WorkGrid Portfolio | Portfolio approvals and dependency governance | Readiness JSON / Boundary |