using-orchestrator is agent-read markdown (skill) from lstr-1/skills: Use this skill when dispatching implicit slash-command intent from the user's first message. Inspects the user's first message for implicit slash-command intent and dispatches to the highest-confidence matching entry-point skill via the Skill tool. Only active when `auto-skill-dispatch: true` in Session Config. Silent no-op otherwise..
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
# Using-Orchestrator (Auto-Skill Dispatch)
> Project-instruction file resolution: `CLAUDE.md` and `AGENTS.md` (Codex CLI) are transparent aliases — see [skills/_shared/instruction-file-resolution.md](../_shared/instruction-file-resolution.md). Wherever this skill mentions `CLAUDE.md`, the alias rule applies.
> Internal dispatch meta-skill. Never invoked directly by the user. Called by entry-point
> skills once after the bootstrap gate opens, before their Phase 1, when
> `auto-skill-dispatch: true` is set in Session Config.
## When This Skill Runs
This skill is **opt-in and off by default**. Check the Session Config flag before any action:
```yaml
# CLAUDE.md (or AGENTS.md on Codex CLI) — Session Config default
auto-skill-dispatch: false
```
When the flag is `false` (or absent), this skill MUST return immediately without reading
any messages, without logging, and without side effects. The calling skill continues to its
own Phase 1 as if this skill was never invoked.
When the flag is `true`, proceed with the dispatch algorithm below.
## Default Behavior
When `auto-skill-dispatch: false`: **do nothing. Return silently.** This is the shipped
…
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_efis2fk2vhht6kv4
GET https://markdownregistry.com/api/v1/resolve?ref=lstr-1/skills/using-orchestrator
GET https://markdownregistry.com/api/v1/blob/f5f227410f27ead3d0d090edb5689e798883b88bc2aaa045ac5d9b01e501ffd4
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.
lstr-1/skills · create-skill/SKILL.md · Use when the user wants to create, design, or generate a new AI agent skill (SKILL.md) from a problem description. This…
lstr-1/skills · monitor-startup-dach/SKILL.md · Fetch the top-25 posts from r/StartupDACH/hot.json, classify each into six deterministic German intent clusters…
lstr-1/skills · nlm-meta-study/SKILL.md · Create scientific meta-studies on any topic using Gemini Notebook (NotebookLM). Invoke for systematic reviews…
lstr-1/skills · orchestrator/skills/architecture/SKILL.md · Use when the user asks to improve architecture, find refactoring opportunities, surface deepening opportunities…
lstr-1/skills · orchestrator/skills/autopilot/SKILL.md · Use this skill when running an autonomous session-orchestration loop. Chains session-start → session-plan →…
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…
lstr-1/skills · orchestrator/skills/claude-md-drift-check/SKILL.md · Use when detecting drift between CLAUDE.md (or AGENTS.md, the Codex CLI alias) / _meta narrative and live repository…
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…
kanevry/session-orchestrator · .cursor/skills/using-orchestrator/SKILL.md · Use this skill when dispatching implicit slash-command intent from the user's first message. Inspects the user's first…
kanevry/session-orchestrator · .codex-plugin/skills/using-orchestrator/SKILL.md · Use this skill when dispatching implicit slash-command intent from the user''s first message. Inspects the user''s…
kanevry/session-orchestrator · skills/using-orchestrator/SKILL.md · Use this skill when dispatching implicit slash-command intent from the user's first message. Inspects the user's first…
kanevry/session-orchestrator · .agents/skills/using-orchestrator/SKILL.md · Use this skill when dispatching implicit slash-command intent from the user's first message. Inspects the user's first…
