norma

norma is a robust, autonomous agent workflow orchestrator written in Go. While built with Go's performance and reliability, it is designed to orchestrate development tasks for any project, regardless of the language or stack.

norma bridges the gap between high-level task management and low-level code execution with two orchestration modes:

a strict Plan -> Do -> Check -> Act (PDCA) cycle for one task at a time
an assignee-routed swarm harness for multi-role execution over a Beads epic

Built for transparency and reliability, norma ensures every agent action is logged, every change is isolated in a Git worktree, and durable implementation history lives on a task-scoped branch.

🚀 Key Highlights

Fixed PDCA Workflow: A strict execution loop for one task: Plan, Do, Check, Act.
Swarm Harness: Route ready Beads tasks to configured role agents by assignee, with Beads state as the control surface.
Isolated Git Workspaces: Every run operates in a dedicated Git worktree on a task-scoped branch (norma/task/<id>). No more messy working trees or accidental commits.
AUTHORITATIVE Backlog (Beads): Deeply integrated with Beads. Task status and workflow phase labels stay in Beads; implementation progress stays in Git.
Branch-First Recovery: Interrupted runs are retried from the task branch (norma/task/<id>) instead of using persisted role state in Beads notes.
Pure-Go & CGO-Free: Authoritative run state is managed via SQLite using the modernc.org/sqlite driver. Portable, fast, and easy to build.
Pluggable Agent Ecosystem: Seamlessly mix and match agents using generic_acp binaries and standard ACP aliases (codex_acp, opencode_acp, gemini_acp, copilot_acp, claude_code_acp).
Inspectable Run Artifacts: Persists step inputs, outputs, logs, and event streams under .norma/runs/ for local debugging.

🛠️ Workflows

PDCA

PLAN: Refine the goal into concrete do_steps and acceptance criteria checks.
DO: Execute the plan. Agents modify code within the isolated workspace.
CHECK: Evaluate the workspace against acceptance criteria and produce a verdict: pass or fail.
ACT: Choose the next action from that verdict. pass must use decision=close, which lets Norma merge and commit changes using Conventional Commits. fail uses decision=continue to retry or decision=replan to create replacement work.

Swarm

Select ready Beads leaf tasks under one epic.
Route each task by assignee to a configured role agent.
Let role agents coordinate through norma.tasks.* MCP tools.
Infer completion or handoff from Beads state after each session.

🚦 Supported Agents

Norma speaks a normalized JSON contract and utilizes the Agent Control Protocol (ACP) for tool-calling and code execution:

Agent	Type	Description
Generic	`generic_acp`	Run any local binary or script that implements the Agent Control Protocol.
Gemini	`gemini_acp`	Native support for the Gemini CLI with tool-calling and code-reading capabilities.
OpenCode	`opencode_acp`	Deep integration with OpenCode for high-performance coding tasks.
Codex	`codex_acp`	Optimized bridge for OpenAI Codex-style CLI tools via Norma's Codex ACP bridge.
Copilot	`copilot_acp`	Runs Copilot CLI in ACP mode via `copilot --acp`.
Claude Code	`claude_code_acp`	Runs Claude Code ACP via `npx -y @zed-industries/claude-code-acp@latest`.

🏁 Getting Started

1. Requirements

Go 1.25+
bd (Beads CLI) installed in your PATH.
Git

2. Install

go install github.com/normahq/norma/cmd/norma@latest

3. Initialize & Configure

Run norma init to automatically initialize .beads and create a default .norma/config.yaml:

norma init

Global Flags

Flag	Type	Default	Description
`--config-dir`	string	`""`	Extra config root directory (highest priority)
`--debug`	bool	`false`	Enable debug logging
`--trace`	bool	`false`	Enable trace logging (overrides --debug)
`--profile`	string	`""`	Config profile name

The default configuration uses the gemini_acp agent. You can customize runtime core in .norma/config.yaml (or app-specific .norma/<app>.yaml):

norma:
  agents:
    gemini_acp_agent:
      type: gemini_acp
      gemini_acp:
        model: gemini-3-flash-preview
    opencode_acp_agent:
      type: opencode_acp
      opencode_acp:
        model: opencode/big-pickle
    copilot_acp:
      type: copilot_acp
      copilot_acp:
        model: gpt-5-codex
    claude_code_acp_agent:
      type: claude_code_acp
      claude_code_acp:
        model: claude-sonnet-4-20250514
cli:
  pdca:
    plan: gemini_acp_agent
    do: gemini_acp_agent
    check: gemini_acp_agent
    act: gemini_acp_agent
  budgets:
    max_iterations: 5
  retention:
    keep_last: 50
    keep_days: 30
planner:
  provider: gemini_acp_agent
swarm:
  primary_role: coordinator
  default_provider: gemini_acp_agent
  roles:
    coordinator:
      assignee: norma-coordinator
      instruction: Decide routing, resolve bounced tasks, supervise swarm progress.
    planner:
      assignee: norma-planner
      instruction: Break down work and assign tasks to roles.
    implementer:
      assignee: norma-implementer
      instruction: Implement assigned tasks.
profiles:
  default:
    cli:
      pdca:
        plan: gemini_acp_agent
        do: gemini_acp_agent
        check: gemini_acp_agent
        act: gemini_acp_agent
    planner:
      provider: gemini_acp_agent
    swarm:
      default_provider: gemini_acp_agent
  opencode:
    cli:
      pdca:
        plan: opencode_acp_agent
        do: opencode_acp_agent
        check: opencode_acp_agent
        act: opencode_acp_agent
    planner:
      provider: opencode_acp_agent
    swarm:
      default_provider: opencode_acp_agent
  copilot:
    cli:
      pdca:
        plan: copilot_acp
        do: copilot_acp
        check: copilot_acp
        act: copilot_acp
    planner:
      provider: copilot_acp
    swarm:
      default_provider: copilot_acp

📖 Documentation

4. Create a Task & Run

# Add a task to Beads
bd create --type task \
  --title "implement user logout" \
  --description $'Objective: implement user logout\nArtifact: auth/logout handler and tests\nVerify:\n- go test ./...'

# Orchestrate the fix
norma loop norma-a3f2dd

5. Decompose a Global Epic

Use norma plan tui to break a high-level epic into Beads epic/feature/task hierarchy.

norma plan tui   # interactive TUI
norma plan repl  # line-based REPL

6. Run a Swarm Epic

Use norma swarm <epic-id> when work is already broken into Beads tasks and routed by assignee.

norma swarm norma-phmp

Swarm notes:

initial assignment is human-owned
unassigned ready tasks are skipped and reported
agents may create and reassign tasks through norma.tasks.*
Beads task state is the source of truth for completion and handoff

7. Codex ACP Bridge (External Package)

Codex ACP bridge is now distributed as a standalone package.

npx -y @normahq/codex-acp-bridge@latest

Notes:

codex_acp agent type resolves to npx -y @normahq/codex-acp-bridge@latest.
Per-session Codex defaults are set via ACP session/new._meta.codex.
Bridge docs live in the standalone repository: https://github.com/normahq/codex-acp-bridge

8. Generic ACP Inspector (`acp-dump`)

Inspect any stdio ACP server command without changing Norma config.

# Human-readable summary
norma tool acp-dump -- opencode acp

# JSON output for scripts
norma tool acp-dump --json -- gemini --experimental-acp

Standalone binary is also available as acp-dump.

9. Generic MCP Inspector (`mcp-dump`)

Inspect any stdio MCP server command and dump capabilities plus MCP tool schemas.

# Human-readable summary
norma tool mcp-dump -- codex mcp-server

# JSON output for scripts
norma tool mcp-dump --json -- codex mcp-server

Standalone binary is also available as mcp-dump.

10. Generic ACP REPL (`acp-repl`)

Run an interactive terminal REPL against any stdio ACP server command.

norma tool acp-repl -- opencode acp
norma tool acp-repl --model opencode/big-pickle --mode coding -- opencode acp
norma tool acp-repl -- gemini --experimental-acp

Standalone binary is also available as acp-repl.

11. Omnidist Multi-Profile Distribution

Norma uses Omnidist profiles for build/stage/verify/publish flows across all command binaries.

Profiles configured in .omnidist/omnidist.yaml:

norma
acp-dump
mcp-dump
acp-repl

npm distributions use the @normahq scope:

@normahq/norma
@normahq/acp-dump
@normahq/mcp-dump
@normahq/acp-repl

Quickstart per profile:

omnidist --profile norma quickstart
omnidist --profile acp-dump quickstart
omnidist --profile mcp-dump quickstart
omnidist --profile acp-repl quickstart

Run build pipeline for a profile:

omnidist --profile <profile> build
omnidist --profile <profile> stage
omnidist --profile <profile> verify
omnidist --profile <profile> npm publish

GitHub release workflows are split per profile and run on v* tag pushes:

omnidist-release-acp-dump.yml
omnidist-release-mcp-dump.yml
omnidist-release-acp-repl.yml

Publishing uses npm only.

📊 State & Persistence

Norma ensures Zero Data Loss:

authoritative run state: Stored in .norma/norma.db (SQLite).
authoritative task state: Stored in Beads status and workflow phase labels.
durable implementation history: Stored in the task branch (norma/task/<id>).
Artifacts: Every step's input.json, output.json, and logs/ are saved to disk under .norma/runs/<run_id>/.
Agent output visibility: Agent stdout/stderr is always captured in step logs and is mirrored to terminal only when running with --debug.

🤝 Contributing

We welcome contributions! Whether it's adding new agent wrappers, improving the scheduler, or refining the PDCA logic, please feel free to open an issue or submit a PR.

Note: norma follows the Conventional Commits specification.

📜 License

MIT License. See LICENSE for details.

Name		Name	Last commit message	Last commit date
Latest commit History 656 Commits
.beads		.beads
.gemini		.gemini
.github/workflows		.github/workflows
.norma		.norma
.omnidist		.omnidist
cmd		cmd
docs		docs
internal		internal
pkg		pkg
.aiignore		.aiignore
.dockerignore		.dockerignore
.gitattributes		.gitattributes
.gitignore		.gitignore
.golangci.yml		.golangci.yml
AGENTS.md		AGENTS.md
CHANGES_SUMMARY.txt		CHANGES_SUMMARY.txt
LICENSE		LICENSE
README.md		README.md
Taskfile.yaml		Taskfile.yaml
codex		codex
go.mod		go.mod
go.sum		go.sum
stub.txt		stub.txt

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norma

🚀 Key Highlights

🛠️ Workflows

PDCA

Swarm

🚦 Supported Agents

🏁 Getting Started

1. Requirements

2. Install

3. Initialize & Configure

Global Flags

📖 Documentation

4. Create a Task & Run

5. Decompose a Global Epic

6. Run a Swarm Epic

7. Codex ACP Bridge (External Package)

8. Generic ACP Inspector (`acp-dump`)

9. Generic MCP Inspector (`mcp-dump`)

10. Generic ACP REPL (`acp-repl`)

11. Omnidist Multi-Profile Distribution

📊 State & Persistence

🤝 Contributing

📜 License

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norma

🚀 Key Highlights

🛠️ Workflows

PDCA

Swarm

🚦 Supported Agents

🏁 Getting Started

1. Requirements

2. Install

3. Initialize & Configure

Global Flags

📖 Documentation

4. Create a Task & Run

5. Decompose a Global Epic

6. Run a Swarm Epic

7. Codex ACP Bridge (External Package)

8. Generic ACP Inspector (acp-dump)

9. Generic MCP Inspector (mcp-dump)

10. Generic ACP REPL (acp-repl)

11. Omnidist Multi-Profile Distribution

📊 State & Persistence

🤝 Contributing

📜 License

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10. Generic ACP REPL (`acp-repl`)

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