answerdotai/aai-coding · skills/clikernel/SKILL.md

clikernel-workflow skillA

clikernel-workflow is agent-read markdown (skill) from answerdotai/aai-coding: Workflow for Python with the rustygate kernel MCP tools: bootstrap pyskills docs, read APIs before use, and drive clean project functions from the persistent kernel. TRIGGER — read before using the py or kernel lifecycle MCP tools..

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

Latest version
mdr add answerdotai/aai-coding/clikernel-workflow@git:20260830.9eef157
Exact content
mdr add answerdotai/aai-coding/clikernel-workflow@sha256:37efc675c2a0440d

Pin 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_m3gnaow36cn4j6ds.svg)](https://markdownregistry.com/a/art_m3gnaow36cn4j6ds)

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Versions

versioncommittedcommitsizeaudit
git:20260830.9eef157 latest2026-08-30 9eef157 7,782 BA view · diff
git:20260827.1b4d6c62026-08-27 1b4d6c6 6,997 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.

Source

GitHub

answerdotai/aai-coding · 15 stars · license Apache-2.0 · pushed 2026-09-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_m3gnaow36cn4j6ds
GET https://markdownregistry.com/api/v1/resolve?ref=answerdotai/aai-coding/clikernel-workflow
GET https://markdownregistry.com/api/v1/blob/37efc675c2a0440d261295023ceee6724c53afb92a008ad71018d169cebab10c