AI-powered sprint planning, story management, and task automation for opencode

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Quick Install · How It Works · Capabilities · FAQ

What is This?

The ForLoop Plugin connects opencode AI agents to your ForLoop workspace. Describe what you need in plain language — the agent plans, creates stories, estimates effort, and tracks progress automatically. No commands to memorize.

About ForLoop

ForLoop is an AI agent platform for autonomous development and deployment. Think of it as your team's command center — a shared space where AI agents and humans collaborate on sprints, stories, and shipping code.

All built on Loop Engineering — a continuous feedback loop of Plan → Code → Review → Deploy → Learn. Every cycle generates data that feeds into the next, making your team faster with every iteration. This plugin powers the Plan phase, giving your agents direct access to sprints, stories, and task tracking.

Key features:

• AI Agents as team members — specialized agents plan, code, review, and deploy. They create real branches, commits, and pull requests.
• Sprint boards — drag-and-drop story management with real-time collaboration, AI estimation, and progress tracking.
• Autopilot development — agents work through your sprint board automatically, with you reviewing and approving at every checkpoint.
• Spaces — shared workspaces with integrated Zoom meetings, AI transcription, and a searchable cross-org knowledge base.
• Human-in-the-loop safety — all AI-proposed changes go through review. Nothing ships without your approval.

This plugin brings the collaboration features — sprint planning, story management, file uploads, and team coordination — directly into your opencode IDE.

Quick Install

curl -fsSL https://raw.githubusercontent.com/forloop-cc/forloop-opencode-plugin-planner/main/install.sh | bash

The installer clones the plugin, installs dependencies, and configures opencode. Works on macOS, Linux, and Windows (Git Bash).

Install options:

curl -fsSL .../install.sh | bash              # Interactive (local by default)
curl -fsSL .../install.sh | bash -s -- -g     # Global (~/.config/opencode/)
curl -fsSL .../install.sh | bash -s -- -g -n  # Global via npm package

opencode downloads and caches the plugin on startup — no manual git clone or npm install needed.

Update later:

curl -fsSL https://raw.githubusercontent.com/forloop-cc/forloop-opencode-plugin-planner/main/update.sh | bash

Prerequisites

• opencode CLI installed
• A ForLoop account with an API token (create one here)
• Token scopes: sprint:read, sprint:write, story:read, story:write, agent:query, profile:read

Quick Start

opencode --agent forLoopPlanner

Or launch opencode normally and press Tab to switch to the ForLoop Planner agent from the agent picker.

The forLoopPlanner agent uses the plugin's built-in tools for full sprint, story, and file management. For environments without the opencode plugin installed, use forLoopPlannerCLI which works with the standalone forloop CLI binary.

Set Your Token

Easiest — ask the agent:

"ForLoop Planner, please set my API token"

The agent will guide you through the setup.

Manual setup: Create ~/.config/forloop/tokens.json:

{
  "default": "floop_your_token_here",
  "lastUpdated": "2026-01-01T00:00:00.000Z"
}

The token file is stored at ~/.config/forloop/tokens.json with restricted permissions. Edit or replace it anytime to rotate tokens.

How It Works

1. You describe what you need in plain language
2. The agent picks the right skills and tools automatically
3. The plugin connects to your ForLoop workspace via your API token
4. Results flow back — sprints planned, stories created, tasks tracked

What You Can Ask Agents to Do

Sprint Planning

| Agent can... | Try saying... | | ------------------------------------------------- | --------------------------------------------------------- | | Create and configure sprints with dates and goals | "Set up sprint 15 starting next Monday, two weeks long" | | Review sprint status and progress | "How is sprint 14 going? Show me all the stories" | | Update sprint details mid-cycle | "Extend sprint 14 by one more week" |

Story Management

| Agent can... | Try saying... | | ---------------------------------------- | -------------------------------------------------------------------------- | | Create stories from scratch or templates | "Create a story for adding user authentication" | | Break down large stories into tasks | "Break down story #78 into smaller tasks" | | Update story status, priority, points | "Mark story #78 as done and estimate the next one at 5 points" | | Create stories from templates | "Create a basic task for the developer agent to implement the login API" |

AI-Assisted Planning

| Agent can... | Try saying... | | --------------------------------------------- | ------------------------------------------------------------- | | Get story breakdowns and implementation plans | "Break down story #78 into subtasks" | | Estimate story point complexity | "Estimate the points for my login feature" | | Get sprint-level suggestions | "Suggest how to organize the remaining stories this sprint" | | Review conversation history | "Show me what we discussed about sprint 14" |

Files & Documents

| Agent can... | Try saying... | | ------------------------------ | --------------------------------------------------------- | | Upload files to sprint storage | "Upload requirements.pdf to sprint 14" | | List and manage sprint files | "Show me all files in sprint 14" | | Create document folders | "Create a docs folder for sprint 15" | | Download files | "Get me the download link for the architecture diagram" |

Teams & Organizations

| Agent can... | Try saying... | | ---------------------------- | ------------------------------------------------ | | View organization membership | "Show me who's on the Engineering team" | | Check usage quotas | "How many stories do we have left this month?" | | Manage team settings | "Create a new organization called Design Team" |

Plugin Capabilities

The plugin provides these tools to opencode agents. Agents use them automatically — you don't call them directly. For agent definitions and skills, see the forloop-agents-skills repo.

Sprint Management — create, update, list, and delete sprints with full metadata
Story Operations — full CRUD for stories with template support, priority, and points
AI Agent Tools — story breakdown, point estimation, sprint suggestions, conversation history
File Management — S3-backed upload, download, listing, and document folders
Organization Management — teams, membership, and quota tracking
Scheduling — create and manage sprint meetings with video links

Agents & Skills

Agents and skills are maintained in a separate repo: forloop-agents-skills. The installer (above) sets them up automatically. For manual setup:

git clone https://github.com/forloop-cc/forloop-agents-skills.git ~/.config/forloop/agents-skills
ln -sf ~/.config/forloop/agents-skills/agents/*.md ~/.config/opencode/agents/
ln -sfn ~/.config/forloop/agents-skills/skills/*/ ~/.config/opencode/skills/

The repo includes 2 agents and 15 skills covering sprint planning, story creation, task tracking, file management, and more. See the repo README for the full list.

Included Agents

| Agent | Best for... | | ---------------------------------------------- | --------------------------------------------------------------- | | ForLoop Planner (@forLoopPlanner) | Sprint planning, story creation, task breakdown, sprint reviews | | Story Evaluator (@forLoopStoryEvaluator) | Point estimation, complexity analysis |

FAQ

How do I use this? Start opencode, switch to the ForLoop Planner agent (TAB), and describe what you need. The agent handles everything.

What's opencode? A free, open-source AI coding assistant. Install here.

Do I need to memorize commands? No. The agents use the tools automatically. Just talk to them.

Where is my token stored? ~/.config/forloop/tokens.json with restricted file permissions.

Can I auto-detect my sprint? Yes — name your git branch sprint-XXX or set FORLOOP_SPRINT_ID=14.

How do I uninstall? Remove the plugin entry from your opencode.json plugin array. For agents and skills, delete the symlinks from ~/.config/opencode/agents/ and ~/.config/opencode/skills/.

Does this work on Windows? Yes — use Git Bash or WSL.

Contributing

Issues and PRs welcome. See CONTRIBUTING.md.

Security

See SECURITY.md. Never commit API tokens. Use minimum required scopes.

License

MIT — see LICENSE.