borda/ai-rig · plugins/cc_research/skills/topic/SKILL.md

topic skillA

Name: topic
Author: borda

topic is agent-read markdown (skill) from borda/ai-rig: Research State of the Art (SOTA) literature for an Artificial Intelligence / Machine Learning (AI/ML) topic, method, or architecture. Finds relevant papers, builds a comparison table, recommends the best implementation strategy for the current codebase, and optionally produces a phased implementation plan mapped to the codebase. Owns broad SOTA search end-to-end via foundry:web-explorer; delegates codebase mapping to foundry:solution-architect..

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 borda/ai-rig/topic@git:20260822.a5f4fd6

Exact content

mdr add borda/ai-rig/topic@sha256:0caca9d0910813de

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](https://markdownregistry.com/badge/art_52e5heuzpkcrjtwc.svg)](https://markdownregistry.com/a/art_52e5heuzpkcrjtwc)

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Versions

version	committed	commit	size	audit
git:20260822.a5f4fd6 latest	2026-08-22	a5f4fd6	21,063 B	A	view · diff
git:20260821.d979319	2026-08-21	d979319	20,526 B	A	view · diff
git:20260808.a8a70fe	2026-08-08	a8a70fe	20,525 B	A	view · diff
git:20260808.c2ee897	2026-08-08	c2ee897	20,580 B	A	view · diff
git:20260808.1b905ff	2026-08-08	1b905ff	20,138 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Deterministic, no model, 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 (21063 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

borda/ai-rig · 26 stars · license Apache-2.0 · pushed 2026-09-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_52e5heuzpkcrjtwc
GET https://markdownregistry.com/api/v1/resolve?ref=borda/ai-rig/topic
GET https://markdownregistry.com/api/v1/blob/0caca9d0910813de5b8cc87f32f55d76af2fc90043c832d7539e5ee3f13c85d3