using-orchestrator SKILL.md skillA

using-orchestrator from kanevry/session-orchestrator is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add kanevry/session-orchestrator/using-orchestrator@git:20260822.79aa398

Pins git:20260822.79aa398 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
kanevry/session-orchestrator
Path
skills/using-orchestrator/SKILL.md
Versions recorded
3
Latest version
git:20260822.79aa398, committed Aug 22, 2026
First version recorded
May 7, 2026
Size
7,488 bytes
Repository stars
53
License
MIT

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.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file 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
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add kanevry/session-orchestrator/using-orchestrator@sha256:e58c575b18d812a6

The line at the top of this page pins the label git:20260822.79aa398, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_7scawvvxbpllko2y.svg)](https://markdownregistry.com/a/art_7scawvvxbpllko2y)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 3 versions of this file, between May 7, 2026 and Aug 22, 2026, about one every 53 days.

versioncommittedcommitsizeaudit
git:20260822.79aa398 latest2026-08-22 79aa398 7,488 BA view · diff
git:20260517.a84eba82026-05-17 a84eba8 7,494 BA view · diff
git:20260507.c7c7fda2026-05-07 c7c7fda 7,411 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (7488 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

kanevry/session-orchestrator · 53 stars · license MIT · pushed 2026-11-01 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_7scawvvxbpllko2y
GET https://markdownregistry.com/api/v1/resolve?ref=kanevry/session-orchestrator/using-orchestrator
GET https://markdownregistry.com/api/v1/blob/e58c575b18d812a6a0356148858dc0fa704db447d07253109d73dc9ff8ef2538

Your AI assistant 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.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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Every file in kanevry/session-orchestrator

Other files named using-orchestrator

using-orchestrator SKILL.md skill
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…
git:20260825.0626387 · audit A · 53 stars
using-orchestrator SKILL.md skill
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…
git:20260907.cf0876c · audit A · 53 stars
using-orchestrator SKILL.md skill
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…
git:20260919.176b605 · audit A · 53 stars

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