Included
- Local API server and chat interface
- Repo-aware retrieval pipeline
- Patch and test generation workflows
- Model config for local, enterprise, and laptop-class model paths
Repo Intelligence
ARK RepoLens
Source-local repo intelligence with cited code answers.
Index a repo, ask grounded coding questions, inspect citations, and keep source code local while you prepare a custom model upgrade path.
A working ARK RepoLens package with private repo context, cited answers, and commercial handoff docs.
Python CLIFastAPISQLiteModel configLicense key
Visual workflow
See what ARK RepoLens does
A non-technical walkthrough of the product: private code stays local, RepoLens builds a local index, answers with citations, and prepares a licensed delivery path.
private-repo
service.py
policy.md
README.md
Local index
3 files / 3 chunks / 0 secrets
AskWhere is checkout_total implemented?
Answer with citationservice.py:1-17
The function calculates subtotal, applies tax, and rounds the result.
1
Private repo
The buyer keeps source code on their machine.
2
Local index
RepoLens scans files, chunks code, and redacts likely secrets.
3
Ask
A coding question is answered from the indexed repo context.
4
Cited answer
The response includes the file and line range to review.
5
Delivery
The paid package ships with license activation and handoff docs.
Customization path
- Swap the base model through model_config.yaml
- Add company style guides and private docs to RAG
- Train a LoRA adapter on owned code samples
Best buyer
Solo developers, small agencies, and internal tools teams that need a private code assistant.
Try the local flow
The first buyer experience is a working repo index, an index report, and a cited coding answer.
$ pip install -e ".[dev]"$ localengine index examples/demo_project$ localengine report$ localengine doctor$ localengine ask "Where is checkout_total implemented?"$ make demo-transcriptExpected demo output
The demo proves that retrieval is wired before the buyer swaps in a real repository.
ARK RepoLens index reportFiles indexed: 3Chunks indexed: 3Possible secrets redacted: 0ARK RepoLens readiness check[OK] Model config: Loaded default config path.[OK] License policy: Loaded default config path.[OK] Retrieval index: 3 chunks from 3 files; 0 possible secrets redacted.Citations: service.py:1-17Purchase delivery
- Request the ARK RepoLens PayPal payment link, confirm payment manually, then receive private GitHub access or a licensed ZIP
- Install guide, commercialization guide, model and dataset card templates included
- Customer handoff checklist, order form, and handoff email template included
- Handoff manifest records customer label, package type, and commit SHA
- Licensed ZIP package can be generated with customer label and safe file exclusions
- Demo transcript records commands, readiness checks, answer, citations, review policy, and PASS status
- Optional upgrade path: add private docs, tune prompts, then train a LoRA adapter
What changes for the buyer
The demo project gets replaced with the buyer's owned repo, docs, and style guide. The template keeps the same local indexing, report, citation, and review workflow.
Buyer clarity
Before purchase
Clear answers for delivery, customization, and license boundaries.
How do I pay?
Use the payment button to request the ARK RepoLens PayPal payment link. After manual confirmation, THE ARK sends private GitHub access or a licensed ZIP with license activation steps.
Do I receive a working repo or only a demo?
The paid package is handed off as a private GitHub repo invite or licensed ZIP with install docs, demo project, demo transcript generator, handoff checklist, commercial handoff templates, and a generated manifest.
Can I swap the local model?
Yes. The model path is configurable, but upstream model weights keep their own license. ARK sells the workflow, code template, prompts, docs, and handoff system.
Can I customize it for my own codebase?
Yes. Buyers replace the demo project with owned repos, style guides, and private docs, then use retrieval first and adapter training only after data and license review.
Product proof
Local JSON retrieval index with citation output
Product proof
Secret redaction count in the index report
Product proof
Buyer-facing doctor command for config and retrieval readiness
Product proof
Commercialization guide for template, model, and dataset boundaries
Product proof
Ready-to-send handoff email template for paid access
Product proof
Order form template for rights, support, and delivery scope
Product proof
Handoff manifest generator for paid access records
Product proof
Licensed ZIP packaging command excludes environment files, private data, private model weights, logs, caches, and build output
Product proof
Clean wheel install verified by package-check workflow
Product proof
Two-minute demo project and walkthrough included
Product proof
Buyer-facing demo transcript generator for sales calls and handoff proof
Product proof
FastAPI endpoints for health, prompt, and index report
