discovery is agent-read markdown (skill) from lstr-1/skills: Use this skill when running systematic quality discovery and issue detection. Runs modular probes adapted to the project's tech stack, presents findings interactively for user triage, and creates VCS issues for confirmed problems. Invoked standalone via /discovery or embedded in session-end..
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
# Discovery Skill
## Invocation Modes
Two modes of operation:
- **Standalone** (`/discovery [scope]`): Full 6-phase flow with interactive triage (Phases 0-6)
- **Embedded** (from session-end when `discovery-on-close: true`): Phases 0-4 only, returns structured findings to session-end
The `scope` argument accepts: `all` (default), `code`, `infra`, `ui`, `arch`, `session`, `audit`, `vault`, or comma-separated like `code,session`.
## Phase 0: Bootstrap Gate
Read `skills/_shared/bootstrap-gate.md` and execute the gate check. If the gate is CLOSED, invoke `skills/bootstrap/SKILL.md` and wait for completion before proceeding. If the gate is OPEN, continue to Phase 1.
<HARD-GATE>
Do NOT proceed past Phase 0 if GATE_CLOSED. There is no bypass. Refer to `skills/_shared/bootstrap-gate.md` for the full HARD-GATE constraints.
</HARD-GATE>
## Phase 1: Read Session Config
Read and parse Session Config per `skills/_shared/config-reading.md`. Store result as `$CONFIG`.
Discovery-relevant fields (parse these specifically):
- `discovery-on-close`, `discovery-probes`, `discovery-exclude-paths`, `discovery-severity-threshold`, `discovery-confidence-threshold`, `discovery-parallelism`
…
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_2csuxnvqcug7757i
GET https://markdownregistry.com/api/v1/resolve?ref=lstr-1/skills/discovery
GET https://markdownregistry.com/api/v1/blob/7ac98b5489d635c626aab09b699f47a2274387d42cdc72b4a97bb00dfae1b9c5
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…
