Current repository readingScanned Jul 25, 2026, 10:00 AM UTC

miles Codebase Valuation

Miles is an enterprise-facing reinforcement learning framework for LLM and VLM post-training, forked from and co-evolving with slime.

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RepoWorth
github.com/radixark

miles

Miles is an enterprise-facing reinforcement learning framework for LLM and VLM post-training, forked from and co-evolving with slime.

RepoWorth$20,087Current measured development value · 12.1 active build days
Rebuild complexity85.166/100Profile: Complex
1.5M code tokens961 source filesPython primary language
Scanned Jul 25, 2026Public GitHub repositorycodevaluation.com/repoworth/miles
Authored code1.5M tokens · 174,515 source lines
Complexity85.166/100 · Complex
Primary stackPython
Scan coverage100% · Content scan
RepoWorth development valuation

One valuation, with the evidence behind it.

RepoWorth models the current development value represented by the visible repository evidence. It does not include ideation, intellectual property, business value, product discovery, or sale price.

RepoWorthCurrent measured development value
$20,087

Modeled range $16,070 to $24,104

12.1 active build days97.1 engineering hours1.2M implementation tokens
Repository evidenceMeasured at the scanned commit
1.5M tokens

174,515 source lines across 961 authored files

334 test files89 dependencies100% scan coverage
Repository evidence

Building the historical and contribution view.

The headline RepoWorth and measured source facts are ready. Comparable history, accepted changes, and badge evidence will appear here as enrichment finishes.

Repository contributors

Top contributors.

Ranked from the public GitHub contributor evidence available at the latest scan. This table describes measured repository activity, not ownership or original authorship.

RankContributorContributionsShare of top groupLatest measured activity
#1Jason Mancuso@jvmncs1100.0%Current GitHub contributor snapshot
About miles

What the public repository appears to contain.

Miles is an enterprise-facing reinforcement learning framework for LLM and VLM post-training, forked from and co-evolving with slime.

License
Apache-2.0
Default branch
main
GitHub stars
1,788
Forks
324
Last public push
Jul 25, 2026
Repository state
Active public repository
Detected language profile6.5MB authored source
Python89.2%
Shell7.71%
JavaScript1.98%
CSS1.1%
HTML0.01%
Source files961
Test files334
Manifests1
Dependencies89
Measured technical evidence

A fuller view of what the scanner found.

These values come from the same immutable repository scan as the headline RepoWorth. They stay tied to the scanned commit so the reading can be inspected against one exact source state.

Maintainability signal73/100

Established based on deterministic repository structure and complexity signals.

Production source941.4K tokens

First-party implementation tokens eligible for the modeled code-scale input.

Test evidence550.4K tokens

334 detected test files contribute separately from production code.

Configuration and infrastructure488 tokens

1 manifests and 0 workspace boundaries were detected.

Documentation163.8K tokens

131 documentation files remain visible as a distinct enablement signal.

Integration surface5,829 signals

89 dependency declarations and 21 public-interface signals were measured.

Repository structure7 levels deep

0 large files and 15,428 branch signals add structural context.

Excluded from authored evidence0 files

5 generated files were identified. Ignored and generated material does not inflate RepoWorth.

Measured repository distinctions

Repository evidence highlights.

Each highlight records a measured characteristic of the same repository scan used for this RepoWorth report.

enablement

Documented foundation

At least 100,000 documentation tokens were measured in public documentation paths.

architecture

Integration surface

At least 1,000 deterministic integration signals were measured in source.

quality

Verification depth

At least 20 percent of measured source tokens are in test paths.

quality

Test fortress

At least 35 percent of measured source tokens are in detected test paths.

Technical effort profile

What makes this repository harder to rebuild.

Code scale, branching, dependencies, languages, structure, and visible test evidence shape the implementation and verification effort represented by this repository.

Code scaleHigh

Measured from the current source archive.

ComplexityHigh

Derived from branch density, dependencies, languages, and code scale.

VerificationHigh

Measures visible test code relative to the source corpus.

Development effort composition

Source volume alone does not explain the work.

This view separates authored evidence from the implementation, integration, verification, and engineering oversight represented by the current repository.

Reading boundary: These are modeled development inputs for the visible code. They do not include product discovery, company value, private systems, or commercial outcomes.

Weighted authored evidence1.2MProduction, tests, configuration, and documentation
Estimated implementation output1.2MImplementation, retries, integration, and verification
Engineering oversight97.1 hoursOrientation, integration, tests, and review
Active build time12.1 daysModeled effort represented by the current source state
Evidence boundary

What this valuation includes.

CodeValuation.com counted supported authored source on commit 59c73017ce045ab2a19d4ad45a16c4a4d08bc881, measured deterministic repository signals, then estimated implementation, rework, testing, integration, and engineering oversight.

Included

Supported first-party source, tests, configuration, manifests, repository structure, dependency signals, and framework boundaries.

Excluded

Common generated and vendored files, build output, dependencies, lockfiles, minified assets, binaries, media, and private systems outside this repository.

Not claimed

Ideation, intellectual-property rights, security posture, production reliability, company value, sale price, revenue, user value, proprietary data, or the cost of discovering the original product.

This is a modeled current development valuation for the repository's visible code at a specific commit. It reflects code volume, implementation output, complexity, and engineering oversight. It is not a business valuation, investment appraisal, security review, or estimate of sale price, ideation, intellectual property, revenue, users, brand, proprietary data, undocumented domain knowledge, or private infrastructure.

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