x-mesh

by x-mesh

Agent primitives and autonomous behaviors — fan-out, delegate, broadcast, research, solve, consensus, swarm for Claude Code native multi-agent orchestration

by x-mesh

Repository-grounded planning with lean native execution; legacy lifecycle commands are explicit opt-ins

by x-mesh

Web dashboard for .xm project state — visualize builds, probes, solvers, reviews, evals, humble lessons, traces, memory

by x-mesh

Agent output quality evaluation — multi-rubric scoring, strategy benchmarking, and A/B prompt experiments

by x-mesh

Remove AI writing patterns — detect and rewrite AI-generated text into natural human prose (English + Korean)

by x-mesh

Structured retrospective — reflect on failures together, find root causes, explore alternatives, and grow

by x-mesh

Cross-session decision and pattern memory — persist learnings, auto-inject relevant context on session start

by x-mesh

Strategy orchestration — 17 strategies including refine, tournament, chain, review, debate, red-team, brainstorm, distribute, council, socratic, persona, scaffold, compose, decompose, hypothesis, investigate, monitor

by x-mesh

Cross-model adversarial review panel — run claude/codex/agy/cursor on the same target, have them refute each other, and synthesize a consensus verdict

by x-mesh

Premise validation — challenge assumptions, kill bad ideas early, earn the right to build

by x-mesh

Cross-session artifact index — find and read review/op/plan/eval/probe outputs across Claude, Codex, and Cursor sessions

by x-mesh

Linux-first remote control plane for managed Claude and Codex sessions over Discord

by x-mesh

Multi-perspective code review orchestrator — PR diff analysis with severity-rated findings and LGTM verdict

by x-mesh

Structured problem solving and bug diagnosis — iterate (diagnose → hypothesize → falsify → fix → prove), decompose, constrain, or auto-pipeline

by x-mesh

Agent execution tracing — timeline, token/cost tracking, replay, and diff for multi-agent observability

by x-mesh

Session worktree — isolate the whole session in a git worktree, then land it back to the parent branch

by x-mesh

Quick, Standard, and Ultra implementation planning with validated artifacts

by x-mesh

All-in-one x-mesh toolkit: x-build (project harness), x-op (strategy orchestration), x-agent (agent primitives), x-solver (problem solving)