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sharkdp/bat

https://github.com/sharkdp/bat · commit d9559c69f541 · evaluated 2026-10-12 with neosloc 0.8.0 · JSON

1.57 integrability index over 7 applicable dimensions
library surfaces
$291k → $49k classic COCOMO → neosloc value (17% survives)
buy make / buy = 744.33 over 3 years

Dimensions

Interface surface 3 solid The public API is statically typed (py.typed, type declarations, a typed language).

Can another program use it through a documented, machine-readable surface?

  • next: L4 An API reference is generated from the code (autodoc, mkdocstrings, typedoc, …). (no generated API reference)

library ladder · level 3

  • ✓ L1 An importable, packaged API exists. src/lib.rs Rust library crate
  • ✓ L2 The public API is delimited (__all__, an exports map, exported identifiers). src/lib.rs pub items
  • ✓ L3 The public API is statically typed (py.typed, type declarations, a typed language). src/lib.rs statically typed language
  • ✗ L4 An API reference is generated from the code (autodoc, mkdocstrings, typedoc, …). no generated API reference
Contract stability 4 exemplary Across tagged releases, no OpenAPI operation, CLI option or __all__ symbol was removed without first being deprecated.

Can integrators rely on it not changing under them?

all ladder · level 4

  • ✓ L1 Releases are versioned (semver tags or versioned changelog sections). 43 semver tags, latest v0.26.1
  • ✓ L2 A changelog exists and marks breaking changes. CHANGELOG.md marks breaking changes
  • ✓ L3 A deprecation mechanism is used in code (warnings, @deprecated, Deprecation/Sunset headers) or the API is versioned. src/assets.rs 2 matches
  • ✓ L4 Across tagged releases, no OpenAPI operation, CLI option or __all__ symbol was removed without first being deprecated. 20 tagged releases compared
Events n/a Not applicable: no service and no long-running CLI mode (batch CLIs, libraries and desktop apps have no events).

Can others react to state changes without polling?

Identity n/a Not applicable: uses no credentials and has no service surface.

Can a machine act with its own revocable, least-privilege identity?

Data portability n/a Not applicable: owns no persistent data.

Can its data get in and out, in bulk, in open formats, with an explicit schema?

Agent ergonomics 0 absent Not yet: Errors are specific exception types, and library code never calls sys.exit.

Can an automated caller use it without guessing, and recover from failure?

  • next: L1 Errors are specific exception types, and library code never calls sys.exit. (library code exits the process: src/error.rs)

library ladder · level 0

  • ✗ L1 Errors are specific exception types, and library code never calls sys.exit. library code exits the process: src/error.rs
  • ✗ L2 Inputs are validated with messages naming the bad argument. no input validation errors
  • ✗ L3 Timeouts and retries are configurable. no timeout parameter
  • ✗ L4 Agent docs, and examples that run as tests (doctests). no agent docs
Embeddability 2 partial Installable as a package (a package manifest).

Can another system run and compose it without a human?

  • next: L3 Published to a public registry, with at most 10 runtime dependencies. (not published to a registry)

library ladder · level 2

  • ✓ L1 Importable from source. src/lib.rs Rust library crate
  • ✓ L2 Installable as a package (a package manifest). src/lib.rs package manifest
  • ✗ L3 Published to a public registry, with at most 10 runtime dependencies. not published to a registry
  • ✓ L4 Optional features behind extras/features. Cargo.toml 1 match
Extensibility 0 absent Not yet: Internal seams: a registry, registration function or plugin manager.

Can behaviour be added without modifying the code?

  • next: L1 Internal seams: a registry, registration function or plugin manager. (no registry or registration function)

all ladder · level 0

  • ✗ L1 Internal seams: a registry, registration function or plugin manager. no registry or registration function
  • ✗ L2 The docs show how to add behaviour through those seams (even in-tree). no registration functions to document
  • ✗ L3 Out-of-tree extensions are discovered (entry points, a plugin directory, configuration) without editing the package. extensions must be added inside the package
  • ✗ L4 The extension API is versioned, has lifecycle hooks, and has example extensions. the extension API isn't versioned
Observability 0 absent Not yet: Logs through a standard logger namespace and never prints from library code.

Can an operator, or an orchestrating agent, tell whether it works and why not?

  • next: L1 Logs through a standard logger namespace and never prints from library code. (no standard logger)

library ladder · level 0

  • ✗ L1 Logs through a standard logger namespace and never prints from library code. no standard logger
  • ✗ L2 Log levels are used meaningfully (at least two levels). fewer than two log levels used
  • ✗ L3 Optional metrics or tracing hooks. no metrics or tracing hooks
  • ✗ L4 OpenTelemetry instrumentation available. no OpenTelemetry instrumentation
Change legibility 2 partial CI runs the tests; applications pin dependencies (libraries and zero-dependency projects are exempt).

Can an agent change it safely with limited context?

  • next: L3 At least 90% of modules fit 32k tokens and no file exceeds 12k; test/source token ratio at least 0.3; at least 70% of the code is typed. (86% of modules fit 32k tokens; 0 files over 12k)

all ladder · level 2

  • ✓ L1 A README and some tests. README.mdtests/assets.rs 87 test files
  • ✓ L2 CI runs the tests; applications pin dependencies (libraries and zero-dependency projects are exempt). .github/workflows/CICD.yml.github/workflows/require-changelog-for-PRs.yml
  • ✗ L3 At least 90% of modules fit 32k tokens and no file exceeds 12k; test/source token ratio at least 0.3; at least 70% of the code is typed. 86% of modules fit 32k tokens; 0 files over 12k
  • ✗ L4 No import cycles, and agent docs (AGENTS.md, CLAUDE.md, llms.txt). no agent docs (AGENTS.md, CLAUDE.md, llms.txt)

Make or buy

Make with agents

1,344,188 output + 33,604,700 input tokens on anthropic:claude-opus-5-5 ≈ $53.

14.9 agent-hours · 42.8 human days (10.0 steering + 32.8 rediscovering history).

$33,341 over 3 years

Buy (adopt as is)

15 min to running (via library) + 10 min to first use (via library).

5 min/year of upgrades; price $0/year.

$45 over 3 years

Buying wins below $11,099 per year. How this is estimated.

Classic COCOMO vs neosloc value

Classic COCOMO (sloccount)

9.62 KSLOC → 25.9 person-months over 8.6 months.

$291k

The effort to write it by hand, as COCOMO priced it in 1981.

neosloc value (neoCOCOMO)

Reproduce with agents: 3.3 PM (×0.13 of classic; 94% of behaviour captured by tests, contract and docs).

Rediscover uncaptured history: 1.6 PM (422 fixes in 3508 commits by 515 authors).

× leverage 0.95 (integrability) × obsolescence 0.95.

$49k (4.3 PM)

What survives

17% of the classic figure

32% of the replacement cost lives only in code and history.

How the value is estimated.

History

2026-10-07: 1.572026-10-07: 1.572026-10-07: 1.572026-10-07: 1.572026-10-12: 1.57
EvaluatedCommitneoslocIndexMake or buy
2026-10-12d9559c69f5410.8.01.57buy
2026-10-074608fc959aa80.8.01.57buy
2026-10-074608fc959aa80.7.41.57buy
2026-10-074608fc959aa80.7.31.57buy
2026-10-074608fc959aa80.7.21.57buy