Pynchy Ops SKILL.md skillA

Pynchy Ops from crypdick/pynchy is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add crypdick/pynchy/Pynchy Ops@git:20260906.fd56cd7

Pins git:20260906.fd56cd7 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
crypdick/pynchy
Path
.claude/skills/pynchy-ops/SKILL.md
Versions recorded
8
Latest version
git:20260906.fd56cd7, committed Sep 6, 2026
First version recorded
Aug 12, 2026
Size
20,045 bytes
Repository stars
10
License
MIT

Use when managing the pynchy service on the server — deploying changes, observing logs, checking service status, restarting the service, setting up GitHub auth, rebuilding the agent container, or running commands on the live Pynchy host. Also use when interacting with the LiteLLM proxy — investigating failed requests, model routing errors, spend tracking, health checks, API gateway diagnostics, or modifying the LiteLLM configuration. Also use when the user mentions the LiteLLM UI, dashboard…

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

# Pynchy Ops

The live Pynchy host and checkout path are deployment-specific. Public repo instructions must not assume a private hostname or home-directory layout. Set `PYNCHY_HOST` and `PYNCHY_REMOTE_ROOT` from local memory, environment, or the operator before running remote commands.

## Deployment Mode Gate

First check whether the authenticated local control-plane socket is available
(see Quick Status Check below). Reading local status does not require an SSH
profile. Identify the deployment before remote operations or changes. A `pynchy`
Kubernetes namespace means the Kubernetes path applies:

```bash
PYNCHY_HOST="${PYNCHY_HOST:?set the live host}"
ssh "$PYNCHY_HOST" 'sudo k3s kubectl get namespace pynchy'
```

For Kubernetes deployments:

- Read [Kubernetes installation and operations](../../../docs/installation/kubernetes.md).
- Treat `SCHEDULER__AUTO_DEPLOY=false` as authoritative. A Git pull updates the persistent checkout but does not replace the running image.
- Use `sudo k3s kubectl -n pynchy`; do not use `pynchy deploy`, LaunchAgent commands, standalone systemd commands, or direct container deletion.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add crypdick/pynchy/Pynchy Ops@sha256:62dccd611be26335

The line at the top of this page pins the label git:20260906.fd56cd7, 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_hhfzkw6wymg3ssc7.svg)](https://markdownregistry.com/a/art_hhfzkw6wymg3ssc7)

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

Versions

The registry has recorded 8 versions of this file, between Aug 12, 2026 and Sep 6, 2026, about one every 4 days.

versioncommittedcommitsizeaudit
git:20260906.fd56cd7 latest2026-09-06 fd56cd7 20,045 BA view · diff
git:20260906.9861cb32026-09-06 9861cb3 19,895 BA view · diff
git:20260906.fc7338b2026-09-06 fc7338b 18,322 BA view · diff
git:20260825.99fca0f2026-08-25 99fca0f 18,316 BA view · diff
git:20260818.e97f8322026-08-18 e97f832 17,879 BA view · diff
git:20260818.d9c831a2026-08-18 d9c831a 17,586 BA view · diff
git:20260817.59d42f72026-08-17 59d42f7 17,335 BA view · diff
git:20260812.b3dd5632026-08-12 b3dd563 14,006 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 (20045 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

crypdick/pynchy · 10 stars · license MIT · pushed 2026-09-09 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_hhfzkw6wymg3ssc7
GET https://markdownregistry.com/api/v1/resolve?ref=crypdick/pynchy/Pynchy Ops
GET https://markdownregistry.com/api/v1/blob/62dccd611be26335c3d273355e93bbea3794992ae8560de36126bf0333d80a7f

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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