Precise CLI

The command-line interface for Precise — the enterprise context management platform that makes AI agents productive.

Context IS Everything. Without structured, traversable context, AI agents are flying blind. Precise gives your AI agents (Claude Code, Gemini CLI, Cursor, or any agentic system) the shared understanding they need to deliver precise outcomes.

Install

npm install -g @bhumika-ai/precise-cli

Quick Start

# Create your account
precise auth signup

# Log in
precise auth login

# Create your organization
precise org create --name "My Venture"

# Define your strategy — the kernel of context
precise sbm strategy create --name "Build the best X in the world"

# Break it into initiatives
precise sbm initiative create --name "Launch MVP" --strategy <strategy-id>

# Set up execution
precise wk project create --name "MVP Development"
precise wk wp create --name "Design landing page" --project <project-id>

That's it. The kernel of context exists. From here, AI agents can traverse your strategy, understand your org, and execute with full context.

What You Can Manage

Precise models your entire organization across three dimensions:

WHY — Strategy (precise sbm)

Define your purpose, initiatives, KPIs, and business contexts.

precise sbm strategy list
precise sbm initiative create --name "Q3 Growth Push"
precise sbm metric create --name "Monthly Active Users" --target 10000

WHAT — Organization & Assets

Stakeholders (precise sc) — Map personas, operating contexts, expectations, and interactions.

Enterprise Assets (precise ea) — Catalog services, systems, data, APIs with typed attributes.

Enterprise Operations (precise eo) — Model org structure, roles, skills, and teams.

precise sc persona create --name "End User" --type human
precise ea asset create --name "Auth Service" --type service
precise eo orgunit list

HOW — Execution (precise wk)

Projects, work packages, workflows, time tracking, and analytics. Domain-agnostic — configure types and workflows for any methodology.

precise wk project list
precise wk wp create --name "Implement auth flow" --project <id>
precise wk wp transition <wp-id> --to in_progress

Cross-Cutting

precise graph query              # Traverse the enterprise context graph
precise cookbook list             # Browse operational recipes and patterns
precise support create           # File support tickets
precise cache refresh            # Refresh local lookup caches
precise config show              # View CLI configuration

How It Works With AI

Precise is designed as the context layer for AI-powered workflows:

1. You provide the kernel — strategy, org structure, stakeholder expectations
2. AI agents build out the model — decomposing initiatives into work packages, mapping dependencies, cataloging assets
3. Every session compounds — context grows richer with each interaction, making future sessions more productive
4. Agents traverse the graph — from a task all the way up to the strategic intent behind it

WITHOUT PRECISE:
  Session 1: "Build me a landing page" → OK output, no context
  Session 5: "What were we building again?" → Context scattered across 50 chats

WITH PRECISE:
  Session 1: "Here's my strategy" → AI builds full context model
  Session 5: "Pick up WP-007" → Agent knows everything, delivers precisely

Configuration

precise config show        # View current config
precise config set <key>   # Update a setting

Config is stored in ~/.config/precise-cli/.

Private Preview

Precise is currently in private preview. Visit pre.cise.dev to join the waitlist.