agentic-delegation SKILL.md skillA
agentic-delegation from vincentchuwaichow/vanguard-frontier-agentic is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add vincentchuwaichow/vanguard-frontier-agentic/agentic-delegation@git:20260925.af5b40aPins git:20260925.af5b40a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- vincentchuwaichow/vanguard-frontier-agentic
- Path
.claude/skills/agentic-delegation/SKILL.md- Versions recorded
- 4
- Latest version
- git:20260925.af5b40a, committed Sep 25, 2026
- First version recorded
- Jul 9, 2026
- Size
- 10,067 bytes
- Repository stars
- 24
- License
- Apache-2.0
Plan who does each step of a task in this repo, on which model, at which effort: Haiku or Sonnet subagents for search, recon, and log-reading; code edits on Opus 5.5; start at medium effort and escalate on evidence (high, then xhigh, then Fable 5.1 for one stuck task); the orchestrator keeps design, security-sensitive edits, verification, and the commit. Use at the start of any task that spans more than one file or needs research or CI-log triage, whenever a fix keeps failing at the current…
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
# Agentic Delegation The orchestrator's context window is the scarcest resource in a session. Every file dump, log tail, and grep result read directly is context that can no longer hold the plan, the spec, or the diff under review. Delegation exists to keep that window for judgment. Opus 5.5 is the daily driver: it is the orchestrator, and it makes the code edits. Reading work goes to cheaper models. ## Route each step by the kind of work | Work | Who does it | Model | Effort | | --- | --- | --- | --- | | Search, recon, mapping call sites, "where does X live" | subagent (`Explore`) | `haiku`; `sonnet` when interpreting what it finds takes judgment | none on Haiku | | Reading CI or gate logs, running the gate suite | subagent | `haiku` or `sonnet` | none on Haiku | | Bulk prose: docs pages, guides, templates, against an exact spec | subagent | `sonnet` | session level | | Code edits: scripts, tests, generators, gates, workflow code, Rust | orchestrator, or `opus` subagents for independent parallel edits | Opus 5.5 | session level | | Architecture, schema shapes, security-sensitive and load-bearing edits | orchestrator only | Opus 5.5 | session level | …
Read the whole file at its exact version.
How to install
mdr add vincentchuwaichow/vanguard-frontier-agentic/agentic-delegation@sha256:a48b0f6c472feac2The line at the top of this page pins the label git:20260925.af5b40a, 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.
[](https://markdownregistry.com/a/art_ews42ha2vk3bapob)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Jul 9, 2026 and Sep 25, 2026, about one every 26 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260925.af5b40a latest | 2026-09-25 | af5b40a | 10,067 B | A | view · diff |
| git:20260710.f38e17d | 2026-07-10 | f38e17d | 6,765 B | A | view · diff |
| git:20260710.eb2a249 | 2026-07-10 | eb2a249 | 6,125 B | A | view · diff |
| git:20260709.21b0522 | 2026-07-09 | 21b0522 | 3,004 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (10067 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
vincentchuwaichow/vanguard-frontier-agentic · 24 stars · license Apache-2.0 · pushed 2026-10-20 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_ews42ha2vk3bapob GET https://markdownregistry.com/api/v1/resolve?ref=vincentchuwaichow/vanguard-frontier-agentic/agentic-delegation GET https://markdownregistry.com/api/v1/blob/a48b0f6c472feac204c4913f33a43abf4e23edfd7be60e7a4aa60bed800dedca
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.