Known Gaps
As of February 2026, the community tooling ecosystem has notable gaps:
| Gap | Description |
|---|---|
| Skills usage analytics | ✅ FILLED: Skillsight (Packmind, launched May 2026): self-hosted OTEL dashboard showing which skills are actually invoked per user/session. Deploy with caveats (see Skills Observability). |
| Visual skills editor | No GUI for creating/editing .claude/skills/: must edit YAML/Markdown manually |
| Visual hooks editor | No GUI for managing hooks in settings.json: requires JSON editing |
| Unified admin panel | No single dashboard combining config, sessions, cost, and MCP management |
| Session replay | ✅ FILLED: Entire CLI (launched Feb 2026) provides rewindable checkpoints with full context replay |
Automated .claude/ security scanning | ✅ FILLED: AgentShield (launched Feb 2026): 102-rule scanner with A–F grading, --fix, and GitHub Action integration |
| Agent-native issue tracking | No established tool for markdown-based, git-committable issue tracking with Claude Code. fp.dev is an early-stage solution (local-first, /fp-plan + /fp-implement skills, diff viewer) but lacks adoption signals and requires Apple Silicon for the desktop app. The Tasks API covers state persistence but issues aren't git-committable. |
| Per-MCP-server profiler | No way to measure token cost attributable to each MCP server individually |
| Cross-platform config sync | No tool syncs Claude Code config across machines (must manual copy ~/.claude/) |
| Programmatic sandboxed orchestration | Watch: Sandcastle (@ai-hero/sandcastle, Matt Pocock): TypeScript API for running agents in Docker/Podman/Vercel containers with branch strategy management and prompt templating. Unique niche but not guide-ready at v0.5.x (active bugs, TypeScript-only, requires separate ANTHROPIC_API_KEY, Docker/Podman hard dependency). Revisit at v1.0. |
| Cross-platform agent-human chat bridge with governance | Watch: Switch (Flint AI / SandboxAQ): Matrix-based bus connecting heterogeneous agents (Claude Code, Codex, OpenCode, anything speaking its protocol) and humans in the same room, relayed bidirectionally into Slack, Microsoft Teams, Discord, Telegram, and Mattermost, with a centralized owner-inheritance authorization model. No comparable multi-platform, multi-framework bridge exists elsewhere in this list; agent-chat above is the closest name match but is a read-only local dashboard, not a live external bridge. Pre-1.0 (0.21.0), 252 stars at 6 weeks, bus factor close to 1. Evaluation: switch-agent-human-chat-bridge.md. |