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Forge governed project scaffolds from the Agentic AI Development Workflow Specification.

Project description

specsmith

CI Docs PyPI Stable PyPI Dev Python 3.10+ License: MIT

Governed project scaffolds for AI-assisted development.

Intelligence proposes. Constraints decide. The ledger remembers.


The Problem

AI coding agents are powerful but unstructured. Without governance, they skip verification, lose context between sessions, and produce inconsistent results. specsmith generates the governance layer — the rules, verification tools, CI pipelines, and documentation — that makes AI-assisted development auditable and repeatable.

What specsmith Does

For new projects: specsmith init generates a complete project scaffold with governance files, CI/CD, verification tools, and agent integration files tailored to your project type.

For existing projects: specsmith import detects your project's language, build system, and test framework, then generates governance overlay files without modifying your source code. Existing files are preserved.

For ongoing governance: specsmith audit checks health, specsmith export generates compliance reports, specsmith doctor verifies your tools are installed.

Every governed project follows the closed-loop workflow: propose → check → execute → verify → record.

Install

pip install specsmith

Quick Start

specsmith init                                     # New project (interactive)
specsmith init --config scaffold.yml               # New project (from config)
specsmith import --project-dir ./my-project        # Adopt existing project
specsmith audit --project-dir ./my-project         # Health check
specsmith export --project-dir ./my-project        # Compliance report
specsmith doctor --project-dir ./my-project        # Tool check

30 Project Types

Software: Python, Rust, Go, C/C++, .NET, JS/TS, mobile, monorepo, microservices, DevOps/IaC, data/ML, browser extensions.

Hardware: FPGA/RTL, Yocto BSP, PCB design, embedded systems.

Documents: Technical specifications, user manuals, research papers, API specifications, requirements management.

Business/Legal: Business plans, patent applications, legal/compliance frameworks.

Each type gets: tool-aware CI (correct lint/test/security/build tools), domain-specific directory structure, governance rules in AGENTS.md, and pre-populated requirements and test stubs.

40+ CLI Commands

Command Purpose
init Scaffold a new governed project
import Adopt an existing project (merge mode)
audit Drift detection and health checks (--fix to auto-repair)
architect Interactive architecture generation
validate Governance file consistency checks
compress Archive old ledger entries
upgrade Update governance to new spec version
status CI/PR/alert status from VCS platform
diff Compare governance against templates
export Compliance report with REQ↔TEST coverage
doctor Check if verification tools are installed
self-update Update specsmith (channel-aware)
credits AI credit tracking, analysis, and budgets

7 Agent Integrations

AGENTS.md (cross-platform standard), Warp/Oz, Claude Code, GitHub Copilot, Cursor, Gemini CLI, Windsurf, Aider.

3 VCS Platforms

GitHub Actions, GitLab CI, Bitbucket Pipelines — all with tool-aware CI generated from the verification tool registry. Dependabot/Renovate configured per language ecosystem.

Documentation

specsmith.readthedocs.io — Full user manual with tutorials, command reference, project type details, tool registry, governance model, troubleshooting.

Links

License

MIT — Copyright (c) 2026 BitConcepts, LLC.

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