offload SKILL.md skillA

offload from haiggoh/free-agents is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add haiggoh/free-agents/offload@git:20261107.8f39f44

Pins git:20261107.8f39f44 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
haiggoh/free-agents
Path
skills/offload/SKILL.md
Versions recorded
4
Latest version
git:20261107.8f39f44, committed Nov 7, 2026
First version recorded
Oct 31, 2026
Size
8,685 bytes
Repository stars
3
License
MIT

Use when PLANNING or decomposing ANY multi-step task, and whenever your plan involves reading, searching, summarizing, transforming, drafting, extracting, or editing across files — regardless of whether cost is mentioned. Routes delegatable work to a $0 lane — a LOCAL model or a REMOTE free API — instead of cloud tokens, choosing per task between a stateless dispatch (one request: review/extraction/drafting/cross-check; inputs via "files" since a dispatch cannot read the disk), a headless free…

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

# offload — send the legwork to a $0 lane (local model or remote free API)

The biggest cost saving in Claude Code is not a cheaper cloud model — it's **$0 compute on a free
lane**. Keep a capable cloud model for judgment; delegate bulk/mechanical legwork to a free lane —
a local model (private, unlimited) or a remote free API (bigger models) — via dispatch. This applies
with or without a spending cap.

**Already on a FREE session?** (`ANTHROPIC_BASE_URL` is `localhost` — check the endpoint, never a
label or a document.) Offloading then saves no money; the reason that still holds is QUALITY: an
adversarial review or independent cross-check from a different model family (see *Council routing*)
often finds what this session's own model misses.

## ⛔ READ THIS FIRST — the built-in `Agent` tool CANNOT reach a free model

In a CLOUD (paid) session, `Agent`/`Task` accepts only first-party paid tiers; `model="local"` or
`"free"` is rejected, and **omitting `model` runs a FULL-PRICE subagent** — the illusion of
delegation. (Exceptions since 0.27.0: inside a FREE session, subagents already run on that free
endpoint; and with `FA_REPLACE_AGENTS=1` a hook redirects a cloud `Agent` call to
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add haiggoh/free-agents/offload@sha256:958e0780e336721c

The line at the top of this page pins the label git:20261107.8f39f44, 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_prwgqnb2ou35yel6.svg)](https://markdownregistry.com/a/art_prwgqnb2ou35yel6)

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

Versions

The registry has recorded 4 versions of this file, between Oct 31, 2026 and Nov 7, 2026, about one every 2 days.

versioncommittedcommitsizeaudit
git:20261107.8f39f44 latest2026-11-07 8f39f44 8,685 BA view · diff
git:20261105.f85c2ef2026-11-05 f85c2ef 8,497 BA view · diff
git:20261031.f3617c62026-10-31 f3617c6 7,929 BA view · diff
git:20261031.1cac67e2026-10-31 1cac67e 7,722 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 (8685 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

haiggoh/free-agents · 3 stars · license MIT · pushed 2026-11-08 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_prwgqnb2ou35yel6
GET https://markdownregistry.com/api/v1/resolve?ref=haiggoh/free-agents/offload
GET https://markdownregistry.com/api/v1/blob/958e0780e336721c6cba990f4f498dcb74178d8f8b313ee87ae770ad39da181f

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.

More from haiggoh/free-agents

brief-the-delegate SKILL.md skill
haiggoh/free-agents · skills/brief-the-delegate/SKILL.md · Use WHEN writing the instruction/prompt for a stateless dispatch. Triggered by the need to disambiguate task…
git:20261031.530a28e · audit A · 3 stars
compose-the-payload SKILL.md skill
haiggoh/free-agents · skills/compose-the-payload/SKILL.md · Use WHEN assembling the MATERIAL for a stateless dispatch — file contents, large corpora, or structured data — so the…
git:20261031.530a28e · audit A · 3 stars
continue-on-fallback SKILL.md skill
haiggoh/free-agents · skills/continue-on-fallback/SKILL.md · Use WHEN work must keep moving but the current model is unavailable — the cloud budget is exhausted, the local model is…
git:20261031.530a28e · audit A · 3 stars
free-agents SKILL.md skill
haiggoh/free-agents · skills/free-agents/SKILL.md · Use when the user wants to run Claude Code work on FREE inference instead of the paid gateway — either a LOCAL MLX…
git:20261031.530a28e · audit A · 3 stars
free-session-handover SKILL.md skill
haiggoh/free-agents · skills/free-session-handover/SKILL.md · Use when choosing between a stateless offload DISPATCH and a full free SESSION (interactive or headless), when handing…
git:20261103.df25782 · audit A · 3 stars
guard-shared-runtime SKILL.md skill
haiggoh/free-agents · skills/guard-shared-runtime/SKILL.md · Use BEFORE modifying the local execution environment (installing packages, upgrading dependencies, changing config) or…
git:20261031.530a28e · audit A · 3 stars
isolate-parallel-work SKILL.md skill
haiggoh/free-agents · skills/isolate-parallel-work/SKILL.md · Use BEFORE dispatching work that touches files or requires exclusive access to a server/port. Triggered by the need to…
git:20261031.530a28e · audit A · 3 stars
verify-delegated-work SKILL.md skill
haiggoh/free-agents · skills/verify-delegated-work/SKILL.md · Use AFTER a delegate (local model, cloud subagent, or external tool) returns output that modifies state, generates…
git:20261031.530a28e · audit A · 3 stars

Every file in haiggoh/free-agents

Other files named offload

offload SKILL.md skill
inkatze/planwright · skills/offload/SKILL.md · Offload a free-form petition of work to the right execution rung: apply the work-placement axioms (tower-frugality…
git:20261019.b03e51b · audit A · 4 stars

Browse by kind, by grade A, or by owner.