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selftune Roadmap

Done

  • Two-layer sandbox architecture (local + Docker isolation)
  • Claude Code sandbox with claude -p integration
  • Replay and contribute commands (v0.7)
  • Skill Health Badges:
    • CLI badge generation (selftune badge --skill X)
    • Dashboard server with /badge/:skill and /report/:skill routes
    • Hosted badge service at badge.selftune.dev
    • CLI contribute --submit for sharing skill data
  • Agent-first skill restructure (init command, routing + workflows)
  • Local Dashboard SPA:
    • React + Vite + TypeScript SPA with shadcn/ui and Tailwind v4
    • Overview page with KPI cards, skill health grid, evolution feed
    • Per-skill drilldown with evidence viewer, evolution timeline
    • SQLite v2 API endpoints (/api/v2/overview, /api/v2/skills/:name)
    • Dark/light theme toggle with selftune branding
    • SPA served at / as the supported local dashboard

In Progress

  • Multi-agent sandbox expansion

Planned

Sandbox Expansion

  • Codex sandbox support
  • OpenCode sandbox support
  • CI integration (sandbox on every PR)
  • Fixture expansion with codex/opencode skill profiles

Badge Showcase

  • Showcase skill health badges for top community skills in the README
  • Generate branded SVG badges from real eval results

Skill Quality Infrastructure

  • Auto-evolve mode — skills improve without manual intervention
  • Marketplace integration — selftune metrics on community skill hubs
  • Multi-skill conflict detection — identify competing skills for the same query

Personalization SDK (Vision)

  • SDK for skill creators — selftune.config.ts lets creators declare tunable surfaces (descriptions, workflows, parameters) vs fixed surfaces (core logic, tools)
  • Per-user adaptation — Skills evolve locally to match each user's language and workflow patterns, while preserving the author's canonical version
  • Workflow personalization — Auto-generated multi-skill sequences based on individual usage patterns
  • Creator telemetry — Opt-in anonymized signal from consumer-side adaptations back to skill authors

Agent Support Matrix

Agent Ingestor Local Sandbox Docker Sandbox
Claude Code Yes Yes Yes
Codex Yes Planned Planned
OpenCode Yes Planned Planned