MrKyaw /

TrustMed-AI-Fabric

Governed, traceable AI fabric for regulated life-sciences content, experiences and measurement. Synthetic reference implementation with hash-chained audit ledger, policy engine, BM25 retrieval, MCP and evaluation suite

A new way for AI to search for data
View on GitHub
1GitHub stars
12commits on main
0forks
v1.0.0latest release, 2026-10-22

Python 63.5%, JavaScript 20.3%, CSS 14.2%, HTML 1.8% · created 2026-10-22 · last push 2026-10-26

What XERJ indexed

Snapshot

Whole repository

The whole repository at commit f44233a71a. It is the newest commit on main.

Selected work

PRIME
@MrKyaw

Licence

The repository

MIT

LICENSE file checked at the pinned commit; the author agreed to inclusion.

The XERJ corpus

MIT, with credit

The owner added it on hub.xerj.org after signing in with GitHub, on 2026-10-29. Same terms as the repository. Answers name the repo, the commit and the file:line.

selected for the XERJ Corpus Hublicence clearedsuggested use: adapt with attribution

ai-governanceaudit-ledgerevaluationfastapilife-sciencesmcpragtraceability

Example questions

The prompt

Paste it into your AI agent. It clones MrKyaw/TrustMed-AI-Fabric at the pinned commit and indexes it on your machine.

Search the GitHub repository MrKyaw/TrustMed-AI-Fabric with XERJ (https://hub.xerj.org/corpus/mrkyaw--trustmed-ai-fabric).
Run these in a shell, in order, and check each result before the next:
1. xerj --help  (success: it prints usage). If xerj is missing: curl -fsSL https://xerj.org/get | sh
2. git clone https://github.com/MrKyaw/TrustMed-AI-Fabric TrustMed-AI-Fabric && git -C TrustMed-AI-Fabric checkout f44233a71aa7b4edd4eb6b8ab807af84acb7c1c3
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./TrustMed-AI-Fabric --url http://127.0.0.1:9200 --prefix trustmed-ai-fabric --progress plain
5. xerj autoindex map --url http://127.0.0.1:9200
Then answer my question from the indexed files and cite the ax_path of every hit. Query syntax: https://xerj.org/llms.txt
Licence: MIT. Keep the copyright notice and credit the authors.

Related

PRIMEAI, prompts and agents corporaflexragautoraginspect-aiMrKyaw/Agentic-Ops-Services-PlatformMrKyaw/AgentForge-Enterprise-AI-Platformmahmoud-emad/opennotebook

Stats: GitHub API, fetched 2026-10-29. Selected work and consent: the XERJ registry.