Agent skill

Code Contracts

by ghuntley in ghuntley/underclass

Define, use, and enforce @cc code-contracts across a codebase.

MITAuto-check passedDevOps & Cloud

Install Code Contracts

skills CLI
$ npx skills add ghuntley/underclass --skill code-contracts -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install ghuntley/underclass code-contracts --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/ghuntley/underclass.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/code-contracts .claude/skills/code-contracts && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
code-contracts
GitHub stars
191
Token cost
~4.1k tokens
SKILL.md length
2,030 words
Files
2
Skills in repo
1
Repo updated
First seen
Licence
MIT

At a glance

Define, use, and enforce @cc code-contracts across a codebase.

  • Works in 6 steps: Inspect the diff and surrounding… → Apply Discovering contracts to the code… → Check each code element against its… → …
  • DevOps & Cloud work in your project
  • SKILL.md covers Why code contracts?, Tooling, Specification and grammar and Code contracts workflow
  • Calls git and npm

What it does

Code Contracts is an agent skill from ghuntley/underclass. Define, use, and enforce @cc code-contracts across a codebase.

Its SKILL.md is about 4.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).

It sits in DevOps & Cloud. It works with OpenAI. The repository describes itself as: underclass: an OpenAI-compatible pooling proxy that pins sessions to one account (prompt cache stays warm), cools quota-exhausted subscriptions until their window resets, and… The licence is MIT.

When your agent uses it

  • DevOps & Cloud work in your project

Example prompts

  • “/code-contracts”

Requirements

  • Python 3
  • Node.js

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. Inspect the diff and surrounding implementation, or the full selected code when no diff applies.
  2. Apply Discovering contracts to the code in scope. Validate relevant
  3. Check each code element against its applicable contracts. Trace actual inputs, guards, errors,
  4. For every introduced, changed, or explicitly targeted contract, inspect the implementing
  5. At each inspected caller/reference, discover its own applicable contracts using
  6. Inspect at most 64 distinct callers/references per affected declaration, deduplicating overlapping

What it can do on your machine

Read from SKILL.md and the folder at commit 3e35c3b. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • git
    • npm

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use git and npm, which can reach the network depending on how they are called.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Code Contracts loads about 4.1k tokens when it runs. Until then it costs about 19 tokens; SKILL.md has 2,030 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~19
When it runs · the whole SKILL.md, loaded when a task matches
~4.1k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from ghuntley/underclass at commit 3e35c3b, republished under its MIT licence (© ghuntley). 2,030 words, ~4,143 tokens.

Download SKILL.mdSave it as .claude/skills/code-contracts/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
code-contracts
description
Define, use, and enforce @cc code-contracts across a codebase.

Code Contracts

A simple open format for specifying structured assumptions and requirements colocated with code to support faster and better agent-driven software development.

typescript
/**
 * @cc [owner:spolu,label:product] balance-pre-and-fail
 * `from.balance` is expected to be greater than or equal to `invoice.amount`, fails with
 * `InsufficientBalanceError` otherwise.
 */
/**
 * @cc [owner:spolu,label:product] balance-post
 * `from.balance` is decreased by `invoice.amount` and `invoice.status` is set to `paid`.
 */
/**
 * @cc [owner:spolu,label:product] atomicity
 * The operation is atomic: either `from.balance` is decreased and `invoice.status` is set to
 * `paid`, or neither is changed.
 */
export async function payInvoice(
  invoice: Invoice,
  from: Account,
): Promise<PaidInvoice> {
 ...
}

Why code contracts?

Code contracts are written and used by both humans and agents to reason about code.

They serve three main purposes:

Specification: Compared with separate product or system specification files, which tend to drift from code and are harder to discover, code contracts are embedded locally. Humans use them to reason about behavior without having to inspect implementation details. Agents use them to guide implementations and surface important assumptions to humans and future agents.

Attention: They reduce the cycles required to reason about code by surfacing important assumptions and invariants in a structured way, freeing one of the most bottlenecked resources in modern software development teams: human attention.

Verification: Their structure and granularity enable tooling to enforce compliance and ease maintenance over time. Code contract enforcement provides a verification signal to agents that improves their performance.

Code contracts enable:

  • More efficient collaboration between human developers and coding agents.
  • Generative code analysis and verification that improves agent performance.
  • Maintenance at scale of invariants, product contracts, and security assumptions at code level.

Tooling

sh
npm install --global @spolu/cc-check

The cc-check command-line interface provides:

  • cc-check format [file-like]: reports malformed @cc syntax and duplicate contract IDs in a supported source or CONTRACTS file. Without a path, it recursively inspects every supported file in the current directory. It never rewrites files or assesses contract prose or implementation compliance.
  • cc-check list <file-like|location-like>: lists contracts attached to declarations throughout a supported source file, or contracts applicable to the declaration containing a source location and its declaration ancestors. Directory-scoped contracts from ancestor CONTRACTS files are included by default; pass --no-global to exclude them.
text
cc-check format
cc-check format path/file.rs
cc-check list path/to/file.ts:42
cc-check list path/to/file.go

Specification and grammar

@cc directives are extracted from documentation comments in any supported source language. Each directive defines one code contract. Contracts are generally colocated with or within function, class, or method definitions.

Code contracts that are not attached to a declaration live in a file named CONTRACTS. They apply to all code contained in the directory where that file lives and its descendant directories. Their typical use case is expressing directory-scoped coding rules, such as architectural boundaries, dependency constraints, or security practices.

CONTRACTS file example:

text
@cc [owner:spolu,label:architecture] database-access-thru-resources
Database accesses must happen exclusively through `Resource`-like interfaces.

@cc [owner:spolu,label:security] no-sensitive-data-logging
Credentials, tokens, secrets and user data must not be logged.

The grammar uses ISO-style EBNF. SP is one or more spaces and NL is a line break. Comment delimiters and decorations such as /**, */, //, ///, Python docstring triple quotes, and leading * are removed before parsing.

ebnf
contracts_file
              = { contract, NL } ;
contract      = directive, NL, prose ;
directive     = "@cc", SP, [ metadata, SP ], contract_id ;

metadata      = "[", attribute, { ",", attribute }, "]" ;
attribute     = key, ":", value ;

contract_id   = token ;
key           = token ;
value         = token ;
prose         = prose_line, { NL, prose_line } ;

token is a non-empty sequence without whitespace, commas, colons, or square brackets. Metadata keys are extensible; owner, notify, and label are well-known. A contract may have multiple owners, notification recipients, and labels. Prefer ; to separate values within an attribute instead of repeating its key: [owner:spolu;tdraier,label:product] instead of [owner:spolu,owner:tdraier,label:product], or label:product;security for multiple labels. Repeated keys remain valid. Semicolon-separated lists are a metadata convention; the parser preserves each value as a single token. prose_line is any line that does not begin with an @cc directive.

owner lists GitHub usernames to notify when an existing contract is changed or removed. Contract introductions do not notify owners. notify lists GitHub usernames to notify on every discovered violation of that contract. For example, [owner:spolu,notify:spolu;flvndvd,label:product] notifies spolu about contract changes and both spolu and flvndvd about violations. Owners are not automatically notified about violations; include them in notify if they want both. Review agents split semicolon lists, combine repeated keys, and deduplicate usernames.

The prose body is non-empty and extends to the end of the documentation comment, the next @cc directive in a CONTRACTS file, or the end of that file. It may contain any text and span any number of lines. The core format does not prescribe vocabulary, sentence shape, modality, or a requirements notation, but Markdown is generally expected.

A documentation comment contains one @cc directive. Multiple consecutive contract comments may attach to the same declaration. Contract IDs are unique and stable within the declaration to which they are attached; the same ID may be used on a different declaration. Contracts in a CONTRACTS file are not attached to a declaration, and their IDs are unique and stable within that file and across all parent CONTRACTS files.

The identity of an attached contract is the language-specific identity of its declaration plus its contract ID. The identity of a directory contract is the repository-relative path of its CONTRACTS file plus its contract ID.

Code contracts workflow

For $code-contracts verify, follow On-demand verification.

Discovering contracts

Before changing or reviewing code, identify every local, enclosing-declaration, and ancestor CONTRACTS-file obligation governing the target, manually or with cc-check list. Resolve called symbols and inspect their contracts too: a call can violate a contract declared in another file.

Treat all applicable local and directory contracts as simultaneous obligations. Surface conflicting, obsolete, or impossible contracts instead of choosing one silently. Documentation examples and intentionally malformed test fixtures are not production contract declarations.

Writing contracts

Code contracts are effective when they are simple, concise, and precise. Place a declaration-specific contract in that language's supported documentation comment or docstring. Place a contract governing a directory tree in CONTRACTS, normally for architectural, security, or coding constraints. Use the narrowest relevant declaration or directory boundary.

Each source documentation block contains exactly one contract. Keep contract IDs unique and stable within their declaration. Keep CONTRACTS IDs unique and stable within that file and its parent CONTRACTS files. Set owner to the current user's GitHub username; use their authenticated GitHub identity when available, and ask rather than guessing when it cannot be determined. Multiple owners are possible; prefer separating their usernames with ; in a single owner attribute. Use the same convention for multiple labels and notify recipients. Set notify only when explicitly requested by the user; do not infer it from owner. Preserve established repository metadata conventions.

Validate contract syntax with cc-check format. The command reports malformed syntax and duplicate IDs only. It does not prove that the prose is true or that code complies with it. You are responsible for verifying contracts' validity and coherence and the code's compliance. Validate contract discoverability with cc-check list.

Write each contract around a concrete obligation:

  • Identify the regression it prevents. Name a plausible change that would violate the requirement. A statement that only describes the function's purpose belongs in ordinary documentation.
  • State an observable requirement. Prefer "[condition,] subject MUST/MUST NOT satisfy requirement." Direct invariants are equally valid; normative keywords alone do not make prose precise.
  • Separate independent obligations. Use one contract per requirement. Conditional cases defining a single requirement may share a contract.
  • Make decisive cases explicit. Include missing-data, fallback, error, or side-effect behavior when it determines compliance. Distinguish returning no result from failing to obtain a result.
  • Specify the boundary precisely. Identify the relevant inputs, outputs, fields, states, or effects. Turn phrases such as "workspace-wide" into explicit preconditions or guarantees when intended.
  • Preserve intent across implementations. Omit purpose statements, rationale, and algorithm narration unless they impose an actual constraint. Do not promote incidental implementation behavior into a requirement without evidence of intent.

Before keeping a contract, check that a reviewer can identify both a concrete violation and an alternative implementation that satisfies it.

Show full SKILL.md (850 more words)Show less
Enforcing contracts

You must ensure at all times that all discovered and introduced contracts related to a code change are valid, coherent, enforced, and respected. There is no automated semantic enforcement of contracts. Code changes are assumed to comply with all applicable contracts, so authors and reviewers must verify that compliance.

Contract violations and contradictions within the task's scope must be fixed or surfaced clearly. For reviews, follow On-demand verification.

When behavior intentionally changes, update the relevant contracts in the same change. Verify the impact of the contract change on consumers of the associated declaration.

CRITICAL REQUIREMENTS for all code changes

  • Discover and review applicable contracts before choosing the technical design.
  • Introduce relevant contracts for new behavior.
  • Backfill missing contracts when material assumptions about pre-existing code are made.
  • Update or remove contracts for changed behavior.
  • Reconcile the implementation, relevant tests, and contract prose after each meaningful change.
  • When behavior intentionally changes, update the contract in the same change if that specification change is in scope.
  • Never delete or weaken a contract merely to make an implementation appear compliant.
  • Treat a code/contract mismatch as a finding. Fix it or surface it clearly; do not assume either side is automatically correct.
On-demand verification

When invoked as $code-contracts verify, or when a review workflow requests this procedure, perform a read-only contract review. Read applicable repository instructions. Do not edit files or post reviews or notifications unless separately requested.

Use the requested PR, revision range, file, directory, or repository as the scope. Without an explicit scope, review the current task's changes, including committed branch changes and staged, unstaged, and untracked files. Infer the branch's comparison base from the task or repository context; ask for the scope if no target or baseline can be established. A file or directory can be verified against its current contracts without a diff. When a workflow supplies captured commits, use that exact comparison even if the branch advances.

Diff relevance. Check changes against all applicable contracts. Inspect unchanged code and report pre-existing violations only when directly related to changed behavior, an assumption the change relies on, or an introduced or modified contract. Explain that connection in the finding. Being in the same file, declaration, or call graph is not sufficient. This rule also applies to findings carried forward from earlier reviews.

Audits without a diff cover the full selected scope.

  1. Inspect the diff and surrounding implementation, or the full selected code when no diff applies. For a commit comparison, use git diff --find-renames <merge_base> <head_sha> and git show <merge_base>:<path> for old code and contracts. Include local changes when in scope. Discover changed files locally even when a supplied file list may be truncated. Inspect additions, modifications, and the effects of deletions. Compare entire contract bodies and metadata; searching added @cc lines alone misses prose-only changes and removed contracts.
  2. Apply Discovering contracts to the code in scope. Validate relevant contract syntax with cc-check format; it checks syntax, not semantic validity or compliance. Use a caller-supplied cc-check executable when provided. If tooling is unavailable, inspect contracts manually and disclose any resulting verification limit.
  3. Check each code element against its applicable contracts. Trace actual inputs, guards, errors, outputs, state changes, and side effects. Check contracts for validity and consistency with the implementation and with other applicable contracts. Report contradictions and evidenced mismatches; neither code nor contract is automatically correct. Do not excuse a violation because its contract was weakened or deleted in the same change. Distinguish an intentional, coherent specification change from a hidden regression.
  4. For every introduced, changed, or explicitly targeted contract, inspect the implementing declaration and its consumers, including unchanged callers, subject to the relevance rule above. Find callers and references with rg and source navigation. Trace imports, re-exports, aliases, wrappers, and type/member uses; confirm each match refers to the affected declaration. For directory contracts, inspect the affected code in their subtree and consumers of affected declarations.
  5. At each inspected caller/reference, discover its own applicable contracts using cc-check list <caller-location> or manual inspection. Check both that the call respects the callee's contract and that the callee's changed guarantees keep the caller compliant with its own contracts. Follow evidence through wrappers; do not assume consumers are compatible.
  6. Inspect at most 64 distinct callers/references per affected declaration, deduplicating overlapping callers and references. Prioritize changed callers, high-risk behavior, and diverse usage patterns. This also bounds further investigation through callers. Keep caller counts, uninspected scope, search limitations, and uncertain relationships in your working analysis. Disclose limitations that materially affect a conclusion, with the relevant finding when applicable. Never imply exhaustive verification when capped or blocked.

Reuse applicable validation results for the inspected revision. Respect sandbox restrictions; an unavailable or failed tool alone is not evidence of a contract violation. Continue source analysis and report material verification limits.

Use the invoking workflow's output format when specified. Otherwise, report concise findings with the contract ID and declaration/file, exact source location, evidence, and consequence. Identify pre-existing violations as such; avoid speculative or unrelated general review findings. If no violations are found, state that for the inspected scope, with any material limitations.

© ghuntley, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file in .agents/skills/code-contracts of ghuntley/underclass.

  • SKILL.md
  • agents/openai.yaml

Open the folder on GitHubat commit 3e35c3b

Compare with similar skills

Code Contracts next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Code Contracts compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
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Azure Architecture Autopilotgithub/awesome-copilot40k1 repos~1.9kAutomated safety check: PassMIT
Youtubeeat-pray-ai/yutu699—~1.1kAutomated safety check: PassMIT
Local Stack RuntimeOpenHands/OpenHands90k—~375Automated safety check: PassMIT
Telemetry AnalyticsOpenHands/OpenHands90k—~305Automated safety check: PassMIT

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Works with

Categories

Questions about Code Contracts

What does Code Contracts do?

Define, use, and enforce @cc code-contracts across a codebase. Code Contracts is an agent skill from ghuntley/underclass. Define, use, and enforce @cc code-contracts across a codebase.

When should I use Code Contracts?

Code Contracts fits situations like: devOps & Cloud work in your project.

How do I install Code Contracts in Claude Code?

Run `npx skills add ghuntley/underclass --skill code-contracts -a claude-code`. Or copy the skill folder (.agents/skills/code-contracts in ghuntley/underclass) into .claude/skills/code-contracts in your project. Claude Code loads it when a task matches its description.

How do I install Code Contracts in Codex?

Run `npx skills add ghuntley/underclass --skill code-contracts -a codex`. Or copy the skill folder (.agents/skills/code-contracts in ghuntley/underclass) into .agents/skills/code-contracts in your project. Codex loads it when a task matches its description.

Can I use Code Contracts in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ghuntley/underclass --skill code-contracts -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/code-contracts, .gemini/skills/code-contracts, .github/skills/code-contracts and .opencode/skills/code-contracts in your project.

What does Code Contracts need to run?

Going by SKILL.md and its folder, Code Contracts needs the command-line tools its instructions call (git and npm). Our summary lists: Python 3; Node.js.

Does Code Contracts access the network?

SKILL.md contains no URLs. Its commands use git and npm, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Code Contracts safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Code Contracts use?

Code Contracts is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Code Contracts use?

About 4.1k tokens (SKILL.md is roughly 17k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Code Contracts?

Skills that share tags, products or a category with Code Contracts: Caveman Gateway Setup (JuliusBrussee/caveman, 111k stars), Azure Architecture Autopilot (github/awesome-copilot, 40k stars), Youtube (eat-pray-ai/yutu, 699 stars) and Local Stack Runtime (OpenHands/OpenHands, 90k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Code Contracts?

ghuntley (a GitHub user) maintains it in ghuntley/underclass, which has 191 GitHub stars. The repository was last updated on October 9, 2026.

Source: ghuntley/underclass on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.