Current repository readingScanned Jul 24, 2026, 6:04 PM UTC

autoflow Codebase Valuation

pingcap/autoflow is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless Vector Storage. Demo: https://tidb.ai

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RepoWorth
github.com/pingcap

autoflow

pingcap/autoflow is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless Vector Storage. Demo: https://tidb.ai

RepoWorth$6,026Current measured development value · 3.5 active build days
Rebuild complexity94.337/100Profile: Complex
416.4K code tokens707 source filesTypeScript primary language
Scanned Jul 24, 2026Public GitHub repositorycodevaluation.com/repoworth/autoflow
Authored code416.4K tokens · 54,629 source lines
Complexity94.337/100 · Complex
Primary stackTypeScript
Scan coverage89.85% · 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
$6,026

Modeled range $4,519 to $8,135

3.5 active build days27.8 engineering hours347.1K implementation tokens
Repository evidenceMeasured at the scanned commit
416.4K tokens

54,629 source lines across 707 authored files

28 test files317 dependencies89.85% 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$6,026
Current measured reading
Measured · Jul 24, 2026Data through · Jul 24, 2026
Measurement basisCurrent readingCurrent published repository scan
Evidence coverage90%current scan
Complexity94/100Measured from code scale and structural signals
Maintainability53/100Current 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
#1634750802@63475080228736.0%Current GitHub contributor snapshot
#2wd0517@wd051720826.1%Current GitHub contributor snapshot
#3Mini256@Mini2569011.3%Current GitHub contributor snapshot
#4IANTHEREAL@IANTHEREAL8710.9%Current GitHub contributor snapshot
#5sykp241095@sykp241095718.9%Current GitHub contributor snapshot
#6Icemap@Icemap273.4%Current GitHub contributor snapshot
#7TiDB-hackathon2023@TiDB-hackathon2023101.3%Current GitHub contributor snapshot
#8chethanuk@chethanuk81.0%Current GitHub contributor snapshot
#9jrj5423@jrj542360.8%Current GitHub contributor snapshot
#10sszgwdk@sszgwdk40.5%Current GitHub contributor snapshot
About autoflow

What the public repository appears to contain.

pingcap/autoflow is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless Vector Storage. Demo: https://tidb.ai

chatbotcotgraphragknowledge-graphmysqlragserverlessvector-database
License
Apache-2.0
Default branch
main
GitHub stars
2,960
Forks
196
Last public push
Apr 27, 2026
Repository state
Active public repository
Detected language profile1.8MB authored source
TypeScript60.74%
Python37.34%
SCSS0.73%
JavaScript0.52%
CSS0.31%
Shell0.22%
HTML0.14%
Source files707
Test files28
Manifests8
Dependencies317
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 signal53/100

Developing based on deterministic repository structure and complexity signals.

Production source391.4K tokens

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

Test evidence25K tokens

28 detected test files contribute separately from production code.

Configuration and infrastructure9.1K tokens

8 manifests and 0 workspace boundaries were detected.

Documentation37.3K tokens

41 documentation files remain visible as a distinct enablement signal.

Integration surface5,880 signals

317 dependency declarations and 813 public-interface signals were measured.

Repository structure12 levels deep

0 large files and 3,994 branch signals add structural context.

Excluded from authored evidence0 files

29 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.

architecture

Interface builder

At least 500 deterministic public interface signals were measured in source.

architecture

Integration surface

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

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.

VerificationLow

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 evidence347.1KProduction, tests, configuration, and documentation
Estimated implementation output347.1KImplementation, retries, integration, and verification
Engineering oversight27.8 hoursOrientation, integration, tests, and review
Active build time3.5 daysModeled effort represented by the current source state
Evidence boundary

What this valuation includes.

CodeValuation.com counted supported authored source on commit c4cb19d8fa205bdd4cb38d0ac250d273fcc3e5f2, 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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