Current repository readingScanned Jul 24, 2026, 11:52 AM UTC

harnessgym Codebase Valuation

Iterative agent harness improvement: run a coding agent on a hard task, generate the reusable tooling it was missing, qualify it, and replay fresh sessions with it activated. Works with Codex and Claude Code.

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RepoWorth
github.com/patrick-toulme

harnessgym

Iterative agent harness improvement: run a coding agent on a hard task, generate the reusable tooling it was missing, qualify it, and replay fresh sessions with it activated. Works with Codex and Claude Code.

RepoWorth$2,188Current measured development value · 1.4 active build days
Rebuild complexity77.703/100Profile: Complex
172.2K code tokens81 source filesPython primary language
Scanned Jul 24, 2026Public GitHub repositorycodevaluation.com/repoworth/harnessgym
Authored code172.2K tokens · 18,397 source lines
Complexity77.703/100 · 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
$2,188

Modeled range $1,750 to $2,625

1.4 active build days11.0 engineering hours137.7K implementation tokens
Repository evidenceMeasured at the scanned commit
172.2K tokens

18,397 source lines across 81 authored files

23 test files41 dependencies100% scan coverage
Measured RepoWorth history

The current RepoWorth starts the measured history.

This current scan is the first measured point. Later scans add comparable history when the repository changes. RepoWorth is not back-cast onto commits that were never scanned.

Recorded RepoWorth$2,188
Current measured reading
Measured · Jul 24, 2026Data through · Jul 24, 2026
Measurement basisCurrent readingCurrent published repository scan
Evidence coverage100%current scan
Complexity78/100Measured from code scale and structural signals
Maintainability76/100Current structure, tests, and generated-code balance

This current scan establishes the RepoWorth baseline. Comparable value changes appear only after another completed scan under the same measurement basis.

RepoWorth history compares completed repository scans only when their measurement basis is compatible. Commit activity is shown separately so delivery volume is not presented as code value.

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
#1morluto@morluto758.3%Current GitHub contributor snapshot
#2patrick-toulme@patrick-toulme541.7%Current GitHub contributor snapshot
About harnessgym

What the public repository appears to contain.

Iterative agent harness improvement: run a coding agent on a hard task, generate the reusable tooling it was missing, qualify it, and replay fresh sessions with it activated. Works with Codex and Claude Code.

agentsai-agentsbenchmarkingclaude-codecodexcoding-agentsdeveloper-toolsharnessllmmcppython
License
Apache-2.0
Default branch
main
GitHub stars
40
Forks
3
Last public push
Jul 2, 2026
Repository state
Active public repository
Detected language profile732KB authored source
Python96.53%
C2.24%
Shell0.49%
CSS0.46%
C++0.18%
C/C++0.1%
Source files81
Test files23
Manifests1
Dependencies41
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 signal76/100

Strong based on deterministic repository structure and complexity signals.

Production source125.5K tokens

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

Test evidence46.7K tokens

23 detected test files contribute separately from production code.

Configuration and infrastructure386 tokens

1 manifests and 0 workspace boundaries were detected.

Documentation32.8K tokens

36 documentation files remain visible as a distinct enablement signal.

Integration surface611 signals

41 dependency declarations and 0 public-interface signals were measured.

Repository structure5 levels deep

0 large files and 2,204 branch signals add structural context.

Excluded from authored evidence0 files

2 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.

quality

Verification depth

At least 20 percent of measured source tokens are in 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 scaleModerate

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 evidence137.7KProduction, tests, configuration, and documentation
Estimated implementation output137.7KImplementation, retries, integration, and verification
Engineering oversight11.0 hoursOrientation, integration, tests, and review
Active build time1.4 daysModeled effort represented by the current source state
Evidence boundary

What this valuation includes.

CodeValuation.com counted supported authored source on commit 700cd72b6b2c567b869e1d514eab20c220b505ae, 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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