persistent-python skillA
persistent-python is agent-read markdown (skill) from answerdotai/aai-coding: The persistent clikernel Python session — Jeremy's preferred single tool for nearly ALL Python work. TRIGGER — read and bootstrap as step zero of EVERY session where clikernel is available, before the first tool call: even tasks that only read a file or search a directory, plus stateful inspection, editing code or notebooks, debugging, experiments, API probes, data transforms, pyskills discovery, notebook-style work, local tool orchestration. If it could go through Python, it goes here — never p.
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
How to install
mdr add answerdotai/aai-coding/persistent-python@git:20260902.2b45170mdr add answerdotai/aai-coding/persistent-python@sha256:9ad0427574c37a9aPin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_nrfypp3uf7yotedi)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260902.2b45170 latest | 2026-09-02 | 2b45170 | 4,699 B | A | view · diff |
| git:20260902.491fef9 | 2026-09-02 | 491fef9 | 5,237 B | A | view · diff |
| git:20260902.a8c3eda | 2026-09-02 | a8c3eda | 5,244 B | A | view · diff |
| git:20260830.9eef157 | 2026-08-30 | 9eef157 | 5,678 B | A | view · diff |
| git:20260803.f6bed46 | 2026-08-03 | f6bed46 | 5,682 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 (4699 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
answerdotai/aai-coding · 15 stars · license Apache-2.0 · pushed 2026-09-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_nrfypp3uf7yotedi GET https://markdownregistry.com/api/v1/resolve?ref=answerdotai/aai-coding/persistent-python GET https://markdownregistry.com/api/v1/blob/9ad0427574c37a9a8c132ac7477ae1b202ed6883869f2937c576b157e07eda7e