Skip to main content

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

Project description

specsmith

CI Docs PyPI 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.

11 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)
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

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.

Project details


Release history Release notifications | RSS feed

This version

0.1.1

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

specsmith-0.1.1.tar.gz (61.9 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

specsmith-0.1.1-py3-none-any.whl (75.2 kB view details)

Uploaded Python 3

File details

Details for the file specsmith-0.1.1.tar.gz.

File metadata

  • Download URL: specsmith-0.1.1.tar.gz
  • Upload date:
  • Size: 61.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for specsmith-0.1.1.tar.gz
Algorithm Hash digest
SHA256 30c5695beffaed0a8d9e9af4f49a218ea693fe89373d5a4f7b1dcd95a12d4b0a
MD5 641a06dbc8e2cb3665f2bc9eda556fad
BLAKE2b-256 cf4970cd0c779431fafd49f6a01ce8f87020c028b1420a3349de3dc571ff9eef

See more details on using hashes here.

Provenance

The following attestation bundles were made for specsmith-0.1.1.tar.gz:

Publisher: release.yml on BitConcepts/specsmith

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file specsmith-0.1.1-py3-none-any.whl.

File metadata

  • Download URL: specsmith-0.1.1-py3-none-any.whl
  • Upload date:
  • Size: 75.2 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for specsmith-0.1.1-py3-none-any.whl
Algorithm Hash digest
SHA256 6fc83c26b41f244954f085c667c004bfa93cdcf7643fe10647adb2f375b5e70d
MD5 2cdaf49d5cc97f4a1578a3a991754ea0
BLAKE2b-256 d6a86d9193a4ea9ed912965ead1ef29103d7e22b6d30d121815e4aa405615cce

See more details on using hashes here.

Provenance

The following attestation bundles were made for specsmith-0.1.1-py3-none-any.whl:

Publisher: release.yml on BitConcepts/specsmith

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page