convergence-monitoring is agent-read markdown (skill) from lstr-1/skills: Monitor iterative improvement loops for convergence. Three signals — shrinking diff, pass-rate plateau, velocity — drive a Stop/Continue/Investigate decision at each inter-wave checkpoint. Distinct from /evolve (retrospective) and session-reviewer (wave output review): convergence-monitoring answers "are we making progress?" not "was the last wave correct?". Primary consumer: /autoresearch loops and wave-executor inter-wave checkpoints..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
> **Platform Note:** State files use the platform's native directory: `.orchestrator/` (Claude Code),
> `.orchestrator/` (Codex CLI), or `.orchestrator/` (Cursor IDE). Shared metrics live in
> `.orchestrator/metrics/`. See `skills/_shared/platform-tools.md`.
# Convergence-Monitoring Skill
> **Port note — `unverified` runtime.** This skill references runtime modules under
> `scripts/lib/*.mjs`. Those modules are NOT present in the source plugin directory `sex/`
> and were NOT ported. Every such reference is `unverified`: the agent MUST probe for the
> module at runtime and continue in degraded mode when it is absent. Do NOT assume the module
> exists. Affected modules in this skill: `scripts/lib/convergence-monitor.mjs`.
## Platform-native (CC 2.1.105+)
This skill's watcher is registered as a plugin monitor via `.claude-plugin/plugin.json`'s `experimental.monitors` reference to `monitors/monitors.json`. Each session that loads this plugin auto-starts the watcher in the background (see `scripts/lib/convergence-monitor.mjs`). Each NDJSON stdout line from the watcher becomes a `<task_notification>` event Claude sees mid-session.
…
Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
GET https://markdownregistry.com/api/v1/artifacts/art_kzkwz2rywreb7uuq
GET https://markdownregistry.com/api/v1/resolve?ref=lstr-1/skills/convergence-monitoring
GET https://markdownregistry.com/api/v1/blob/04c0c5676bfae1a7f3699fa2e4b502d7ad28d48969c66d15ff58a2d6330d5df9
Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
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lstr-1/skills · orchestrator/skills/discovery/SKILL.md · Use this skill when running systematic quality discovery and issue detection. Runs modular probes adapted to the…
