ruvnet / ruvnet/Bot-Generator-Bot

Qualify production model behavior and deployment identity for runnable agents

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Dominant language
JavaScript
Stars
581
Forks
125
Avg merge
6m
Merged PRs (30d)
4

Description

The v2 implementation is in PR#6: actual MetaHarness kernel, native RuVector scoped lexical memory, optional actual RuFlo keyword routing, bounded provider/tool loop, CLI/MCP, standalone project export with matching lockfile, README/ADRs/security/evidence and CI delivery.

Completed validation:23 tests; independent security review with ancestor symlink and bounded-read corrections; zero reported vulnerabilities in supported Linux x64 Node24 install; clean standalone npm ci, audit, CLI, fixture loop and replay.64 deterministic lexical queries achieved recall@3=1 and cosine-oracle agreement=1; context reduction94.15%, not model-quality evidence.

Operational work remains intentionally open:

  • Qualify selected live model on representative tasks, adversarial cases and actual cost budgets before production use.
  • Configure dedicated operator provider key/model/live-call permission and private durable storage. Never put credentials in manifests.
  • Verify target hardware/native package support beyond qualified Linux x64 Node24.
  • Provision authenticated deployment identity and storage for remote field memory if required; local receipts remain unsigned integrity evidence.
  • Federation catalog tools do not execute in this agent runtime. Any future write adapter needs separately reviewed membership, signature and operator authorization enforcement.

No deployment, public federation message, automatic promotion or SOTA certification is claimed.

Contributor guide

No contributing guide indexed for this repository

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by reviewing PR#6 and the README, ADRs, security evidence, and CI delivery described in the issue. Define qualification and deployment checks for the live model, provider permissions, target hardware, deployment identity, durable storage, and any federation write adapter; done means these boundaries and authorization requirements are verified without claiming deployment or certification.

Written by the indexing model from the issue text.

Assessment

Tech stack
javascript, node.js
Domain
ai, cloud, devops, security
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Active
Clarity
Needs clarification
Newbie friendliness
25/100

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