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
> **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/discovery/helpers.mjs`, `scripts/lib/discovery/triage-state.mjs`.
## 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>
…
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_rl4q3m53codetj62
GET https://markdownregistry.com/api/v1/resolve?ref=lstr-1/skills/discovery
GET https://markdownregistry.com/api/v1/blob/996a3a57c68f505b4131a6cd86aa7dcfa151933094834e379ab77218057f7e71
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/bootstrap/SKILL.md · Use this skill when scaffolding the minimum repository structure required by orchestrator. Invoked automatically by the…
lstr-1/skills · orchestrator/skills/brainstorm/SKILL.md · Use when you have a feature idea but the scope or UX is still ambiguous — runs a lightweight Socratic design dialogue…
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lstr-1/skills · orchestrator/skills/daily/SKILL.md · Use this skill when creating today's daily note in the Meta-Vault (03-daily/YYYY-MM-DD.md) with valid…
lstr-1/skills · orchestrator/skills/debug/SKILL.md · Use when encountering any bug, test failure, build break, or unexpected behavior — runs a 4-phase systematic debugging…
avelikiy/great_cto · skills/discovery/SKILL.md · Structured pre-design questioning to surface hidden constraints before any architecture decision is locked in. Forces…
kanevry/session-orchestrator · .cursor/skills/discovery/SKILL.md · Use this skill when running systematic quality discovery and issue detection. Runs modular probes adapted to the…
kanevry/session-orchestrator · skills/discovery/SKILL.md · Use this skill when running systematic quality discovery and issue detection. Runs modular probes adapted to the…
kanevry/session-orchestrator · .codex-plugin/skills/discovery/SKILL.md · Use this skill when running systematic quality discovery and issue detection. Runs modular probes adapted to the…
kanevry/session-orchestrator · .agents/skills/discovery/SKILL.md · Use this skill when running systematic quality discovery and issue detection. Runs modular probes adapted to the…
jantichy/claude · skills/discovery/SKILL.md · Skill se použije, když uživatel zadá "/discovery", nebo chce před psaním zadání zjistit, proč se to má vůbec stavět a…
lstr-1/skills · sex/skills/discovery/SKILL.md · Use this skill when running systematic quality discovery and issue detection. Runs modular probes adapted to the…
