contexa

Git-inspired context management for LLM agents. COMMIT, BRANCH, MERGE, and CONTEXT operations over a persistent versioned memory workspace.

TypeScript/JavaScript implementation of the contexa framework.

Based on: arXiv:2508.00031 -- "Git Context Controller: Manage the Context of LLM-based Agents like Git" (Junde Wu et al., 2025)

Installation

npm install contexa

Or with yarn/pnpm:

yarn add contexa
pnpm add contexa

Quick Start

import { GCCWorkspace } from "contexa";

// 1. Initialize a workspace
const ws = new GCCWorkspace("/path/to/project");
ws.init("Build a REST API service with user auth");

// 2. Agent logs its reasoning as it works
ws.logOTA(
  "Project directory is empty",
  "Need to scaffold the project structure first",
  "create_files(['main.ts', 'package.json', 'models.ts'])"
);

// 3. Commit a milestone (compresses OTA history)
ws.commit("Project scaffold and User model complete");

// 4. Branch to explore an alternative approach
ws.branch("auth-jwt", "Explore JWT-based authentication");
ws.logOTA("Reading JWT docs", "JWT is stateless, good for APIs", "implementJWT()");
ws.commit("JWT auth middleware implemented");

// 5. Merge the successful branch back
ws.merge("auth-jwt");

// 6. Retrieve context for the agent's next step
const ctx = ws.context(undefined, 1); // K=1: paper default
console.log(ctx.summary());

Core Concepts

OTA Logging (Observation-Thought-Action)

Every reasoning step is an OTA cycle, logged continuously in log.md:

const rec = ws.logOTA(
  "API returns 500 error on /users endpoint",
  "The database connection might not be initialized",
  "checkDbConnection()"
);
console.log(rec.step);      // 1 (auto-incremented)
console.log(rec.timestamp); // 2025-03-04T12:00:00.000Z

COMMIT -- Save Milestones

const commit = ws.commit(
  "Fixed database connection and /users endpoint returns 200",
  undefined,                       // previous summary auto-populated
  "Database layer stable, move on" // optional roadmap update
);
console.log(commit.commitId);   // "a3f2b1c4" (8-char hex)
console.log(commit.branchName); // "main"

BRANCH -- Explore Alternatives

ws.branch("redis-cache", "Try Redis caching instead of in-memory");
ws.logOTA("Redis docs reviewed", "Need redis package", "npmInstall('redis')");
ws.commit("Redis caching layer implemented");

console.log(ws.listBranches()); // ['main', 'redis-cache']
console.log(ws.currentBranch); // 'redis-cache'

MERGE -- Integrate Results

const mergeCommit = ws.merge("redis-cache", undefined, "main");
// - Appends branch OTA trace to main's log
// - Creates a merge commit on main
// - Marks branch as "merged" in metadata
console.log(ws.currentBranch); // 'main'

CONTEXT -- Retrieve History

// K=1: only the most recent commit (paper's recommended default)
const ctx = ws.context(undefined, 1);

console.log(ctx.branchName);  // "main"
console.log(ctx.mainRoadmap); // Global project roadmap
console.log(ctx.commits);     // Last K CommitRecord objects
console.log(ctx.otaRecords);  // All OTA records on the branch
console.log(ctx.metadata);    // BranchMetadata object

// Formatted markdown summary ready for LLM prompt injection
const promptContext = ctx.summary();

API Reference

GCCWorkspace

Type Definitions

interface OTARecord {
  step: number;
  timestamp: string;
  observation: string;
  thought: string;
  action: string;
}

interface CommitRecord {
  commitId: string;
  branchName: string;
  branchPurpose: string;
  previousProgressSummary: string;
  thisCommitContribution: string;
  timestamp: string;
}

interface BranchMetadata {
  name: string;
  purpose: string;
  createdFrom: string;
  createdAt: string;
  status: "active" | "merged" | "abandoned";
  mergedInto?: string;
  mergedAt?: string;
}

interface ContextResult {
  branchName: string;
  k: number;
  commits: CommitRecord[];
  otaRecords: OTARecord[];
  mainRoadmap: string;
  metadata?: BranchMetadata;
  summary(): string;
}

Directory Structure

your-project/
  .GCC/
    main.md                          # Global roadmap
    branches/
      main/
        log.md                       # Continuous OTA trace
        commit.md                    # Milestone-level summaries
        metadata.yaml                # Branch intent & status
      feature-branch/
        log.md
        commit.md
        metadata.yaml

All data is stored as human-readable Markdown and YAML.

Running Tests

git clone https://github.com/swadhinbiswas/contexa.git
cd contexa/JS
npm install
npm test

Building

npm run build
# Outputs dist/index.js (CJS), dist/index.mjs (ESM), dist/index.d.ts (types)

Requirements

• Node.js >= 18
• js-yaml >= 4.1.0

License

MIT License. See LICENSE for details.

Citation

@article{wu2025gcc,
  title={Git Context Controller: Manage the Context of LLM-based Agents like Git},
  author={Wu, Junde and others},
  journal={arXiv preprint arXiv:2508.00031},
  year={2025}
}

Links

• GitHub Repository
• npm Package
• Original Paper
• Author: Swadhin Biswas