tokenomics-handoff SKILL.md skillA

tokenomics-handoff from slopstopper/tokenomics is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add slopstopper/tokenomics/tokenomics-handoff@git:20261006.7d8d569

Pins git:20261006.7d8d569 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
slopstopper/tokenomics
Path
skills/tokenomics-handoff/SKILL.md
Versions recorded
10
Latest version
git:20261006.7d8d569, committed Oct 6, 2026
First version recorded
Jul 6, 2026
Size
14,471 bytes
Repository stars
5
License
a license file GitHub does not identify

Use at the two moments the method targets token savings: when routing a task to a class of work and writing the down-tier handoff spec (session-to-session or controller-to-subagent), and when closing a session with the ledger update. Applies the three routing questions, re-scores at each boundary, flags negative-list violations, produces handoff specs a cheaper tier can execute without re-derivation, and at Dispatch, Return, and Close suggests (never runs) clearing, compacting, or switching…

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

# Route, hand off, or close a tokenomics session

This skill operates at the cycle's switchpoints (see
`reference/portable-method.md` §Switchpoints). Mode A is the downward pair:
Route (assign the class) then Dispatch (write the down-tier spec), meso→meso
(a handoff spec into a new session) or meso→micro (a controller dispatching a
subagent). Mode B is Close: the meso cycle closing into the ledger. The
fourth switchpoint, Return, the upward crossing when a receiving tier meets
its exit bar or discovers it cannot, is covered by the Return subsection
below rather than by a mode of its own. The handoff contract is the same at
either scale, sized to the cycle.

Two modes. Pick the one the operator is actually asking for: don't run
both, and don't guess which one is wanted if the request is ambiguous, ask.

## Mode A: Route + hand off (the Dispatch switchpoint)

Use when the operator wants to know which class a task belongs in, or
wants a spec written to send it down-tier.

1. Read the project's playbook. Default path is
   `docs/model-effectiveness-playbook.md`; if it isn't there, ask the
   operator for the real path rather than assuming the default applies.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add slopstopper/tokenomics/tokenomics-handoff@sha256:ef2268d5bca4c0a4

The line at the top of this page pins the label git:20261006.7d8d569, 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_tbk3acd3i2cj4chj.svg)](https://markdownregistry.com/a/art_tbk3acd3i2cj4chj)

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

Versions

The registry has recorded 10 versions of this file, between Jul 6, 2026 and Oct 6, 2026, about one every 10 days.

versioncommittedcommitsizeaudit
git:20261006.7d8d569 latest2026-10-06 7d8d569 14,471 BA view · diff
git:20261006.2ba0bbc2026-10-06 2ba0bbc 14,013 BA view · diff
git:20261006.5a9d34b2026-10-06 5a9d34b 12,793 BA view · diff
git:20261006.fdfc7562026-10-06 fdfc756 9,199 BA view · diff
git:20261004.2e209282026-10-04 2e20928 8,884 BA view · diff
git:20260724.21663d62026-07-24 21663d6 7,461 BA view · diff
git:20260723.fbcd43f2026-07-23 fbcd43f 7,440 BA view · diff
git:20260723.b08a5f42026-07-23 b08a5f4 5,925 BA view · diff
git:20260706.6fde93d2026-07-06 6fde93d 5,977 BA view · diff
git:20260706.5be7c892026-07-06 5be7c89 5,804 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 (14471 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

slopstopper/tokenomics · 5 stars · license a license file GitHub does not identify · pushed 2026-10-23 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_tbk3acd3i2cj4chj
GET https://markdownregistry.com/api/v1/resolve?ref=slopstopper/tokenomics/tokenomics-handoff
GET https://markdownregistry.com/api/v1/blob/ef2268d5bca4c0a40aa54977a306ca76b6546051f62ae20fed42cb600003f023

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 slopstopper/tokenomics

tokenomics-bootstrap SKILL.md skill
slopstopper/tokenomics · skills/tokenomics-bootstrap/SKILL.md · Use when setting a project up with the tokenomics discipline: interviews the operator about their model tiers, their…
git:20261004.2e20928 · audit A · 5 stars
tokenomics-method SKILL.md skill
slopstopper/tokenomics · skills/tokenomics-method/SKILL.md · Use when an operator wants to learn or be reminded of the tokenomics method: spending model capability like a scarce…
git:20261006.7d8d569 · audit A · 5 stars

Every file in slopstopper/tokenomics

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