operate-pi-dispatch SKILL.md skillA
operate-pi-dispatch from edgehero/pi-dispatch is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add edgehero/pi-dispatch/operate-pi-dispatch@git:20261018.07b5d3cPins git:20261018.07b5d3c in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- edgehero/pi-dispatch
- Path
admin/skills/operate-pi-dispatch/SKILL.md- Versions recorded
- 20
- Latest version
- git:20261018.07b5d3c, committed Oct 18, 2026
- First version recorded
- Aug 29, 2026
- Size
- 31,897 bytes
- Repository stars
- 184
- License
- MIT
How to operate a pi-dispatch deployment through its tools, and how to use the operator-confirm gates on the write tools (changing limits, adding/editing/deleting triggers).
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
# Operating pi-dispatch
pi-dispatch is a queue that runs paid autonomous agent jobs. The admin extension exposes tools to observe
and operate a deployment. Some tools only read; some turn processing on and off; some change money-affecting
configuration and are gated behind a human confirmation.
## The tools
Observe (no approval needed):
- `dispatch_status` — queue/worker state, today's budget, settings overlay, schedulers.
- `dispatch_runs` — recent run records (PII-free). Raw job logs are never available to tools.
- `dispatch_costs` — cost analytics folded from the run history: window totals (`window` = `7d`/`30d`/`mtd`),
daily buckets, per-flow and per-model rollups, subscription plan verdicts, provenance (`flow` filters to
one flow). Every dollar in the `fold` is typed `{ usd, class, ... }`: quote the class with the number
(`metered` is measured, `estimated`/`seeded` are not), and never present an estimate as an exact spend.
When a dollar cap applies, a `dollars` block sits beside the fold: the dollar windows (each window's counter,
spent and held, against its cap, and what settled) and each run's `dollars`. Those amounts are integer
…Read the whole file at its exact version.
How to install
mdr add edgehero/pi-dispatch/operate-pi-dispatch@sha256:7080c11a1258fadeThe line at the top of this page pins the label git:20261018.07b5d3c, 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_6y3lrcu6gw3wyfi5)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 20 versions of this file, between Aug 29, 2026 and Oct 18, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261018.07b5d3c latest | 2026-10-18 | 07b5d3c | 31,897 B | A | view · diff |
| git:20261018.97acd74 | 2026-10-18 | 97acd74 | 31,428 B | A | view · diff |
| git:20261009.7b48d2e | 2026-10-09 | 7b48d2e | 31,276 B | A | view · diff |
| git:20261008.ca071cc | 2026-10-08 | ca071cc | 31,172 B | A | view · diff |
| git:20261008.ee2aecf | 2026-10-08 | ee2aecf | 31,082 B | A | view · diff |
| git:20261005.5878489 | 2026-10-05 | 5878489 | 30,518 B | A | view · diff |
| git:20261004.219deaf | 2026-10-04 | 219deaf | 30,484 B | A | view · diff |
| git:20261004.efe38f2 | 2026-10-04 | efe38f2 | 28,809 B | A | view · diff |
| git:20261004.2362ddd | 2026-10-04 | 2362ddd | 28,258 B | A | view · diff |
| git:20261004.bcced13 | 2026-10-04 | bcced13 | 27,074 B | A | view · diff |
| git:20261003.9afcd5f | 2026-10-03 | 9afcd5f | 26,667 B | A | view · diff |
| git:20261003.c1e835c | 2026-10-03 | c1e835c | 25,686 B | A | view · diff |
| git:20261003.7849990 | 2026-10-03 | 7849990 | 25,022 B | A | view · diff |
| git:20261002.b6b651b | 2026-10-02 | b6b651b | 23,790 B | A | view · diff |
| git:20260929.e6d0b4e | 2026-09-29 | e6d0b4e | 23,493 B | A | view · diff |
| git:20260909.59c669a | 2026-09-09 | 59c669a | 23,390 B | A | view · diff |
| git:20260909.170f246 | 2026-09-09 | 170f246 | 23,135 B | A | view · diff |
| git:20260830.69293fd | 2026-08-30 | 69293fd | 21,650 B | A | view · diff |
| git:20260830.6169b26 | 2026-08-30 | 6169b26 | 19,471 B | A | view · diff |
| git:20260829.5d74af5 | 2026-08-29 | 5d74af5 | 17,111 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 (31897 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
edgehero/pi-dispatch · 184 stars · license MIT · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_6y3lrcu6gw3wyfi5 GET https://markdownregistry.com/api/v1/resolve?ref=edgehero/pi-dispatch/operate-pi-dispatch GET https://markdownregistry.com/api/v1/blob/7080c11a1258fade25d69fecfb962fc5d5d9ac5f27fe73a756fee03f48ca9338
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.