MCPInstall

horizon-track

by ruvnet

Track long-horizon objectives across multiple sessions with milestone checkpoints, progress persistence, and drift detection

Installs
746
Last 24h
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Trending rank
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Security
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Install

Works with every agent the skills CLI supports.

npx skills add https://github.com/ruvnet/ruflo --skill horizon-track
  1. 01

    Install

    Run the command in your project. The CLI asks which agents to install for.

  2. 02

    Describe the task

    Ask your agent for something this skill covers. It loads horizon-track automatically when relevant.

  3. 03

    Review the result

    The agent follows the SKILL.md steps, scripts and references bundled with the skill.

SKILL.md

The instructions your agent reads when the skill is triggered.

Horizon Track

Track long-running objectives that span multiple sessions, days, or weeks.

When to use

When an objective is too large for a single session — multi-week features, research programs, migration projects, or any work that requires persistent progress tracking across conversations.

Steps

  1. Initialize horizon — define the objective, target date, and 3-7 milestones
  2. Store horizon — call mcp__plugin_ruflo-core_ruflo__memory_store with namespace horizons and key horizon-[name]: 
    {
  "objective": "...",
  "created": "2026-04-28",
  "targetDate": "2026-05-15",
  "milestones": [
    {"id": "m1", "name": "...", "criteria": "...", "status": "pending"},
    {"id": "m2", "name": "...", "criteria": "...", "status": "pending"}
  ],
  "currentMilestone": "m1",
  "sessions": []
}
  3. Session check-in — at the start of each session:
    • Recall horizon: mcp__plugin_ruflo-core_ruflo__memory_retrieve key horizon-[name] namespace horizons
    • Review milestone status
    • Assess drift (are we still on track?)
    • Plan this session's contribution
  4. Work and record — as work progresses:
    • Update milestone status
    • Record session summary
    • Store intermediate findings
  5. Session check-out — at the end of each session:
    • Update horizon state in memory
    • Record what was accomplished
    • Note blockers or scope changes
    • Estimate remaining effort
  6. Milestone completion — when a milestone is done:
    • Verify completion criteria met
    • Store learned patterns via mcp__plugin_ruflo-core_ruflo__hooks_intelligence_pattern-store
    • Advance to next milestone
  7. Drift detection — flag when:
    • Progress rate suggests target date will be missed
    • Scope has grown beyond original definition
    • Dependencies have changed
    • Approach needs fundamental rethinking

Memory namespaces

  • horizons — active horizon definitions and state
  • horizon-sessions — per-session summaries keyed by [horizon]-[date]
  • horizon-learnings — patterns and insights discovered during the horizon

FAQ

What does the horizon-track skill do?

Track long-horizon objectives across multiple sessions with milestone checkpoints, progress persistence, and drift detection

How do I install horizon-track?

Run npx skills add https://github.com/ruvnet/ruflo --skill horizon-track in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/horizon-track/ (personal) or .claude/skills/horizon-track/ (project).

Which AI agents can use horizon-track?

Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.

Is horizon-track safe to install?

No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.

Who maintains horizon-track?

It is published by ruvnet in ruvnet/ruflo. It has 746 recorded installs.

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