Rig Research SKILL.md skillA

Rig Research from borda/ai-rig is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add borda/ai-rig/Rig Research@git:20261027.8c1ba9d

Pins git:20261027.8c1ba9d in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
borda/ai-rig
Path
plugins/opencode-rig/src/resources/skills/rig-research/SKILL.md
Versions recorded
1
Latest version
git:20261027.8c1ba9d, committed Oct 27, 2026
Size
3,491 bytes
Repository stars
31
License
Apache-2.0

Build a source-backed research brief with labeled claims, contradictions, and explicit limits.

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

# Rig Research

> Read [Evidence rules](../../references/evidence.md).

> This workflow reads and cites. It never changes product code; a change that follows from the research goes to `rig-plan`.

## Modes

| Mode | Use it for | Required output |
| -- | -- | -- |
| `docs` | API contracts, configuration, and migration behavior | Answer per question with version and retrieval date |
| `sota` | Compare approaches, libraries, or designs before choosing one | Criteria table, weighted trade-offs, recommendation |
| `paper` | Analyze a paper's method, data, metrics, and threats | Claim table, method summary, reproduction cost |
| `code-fidelity` | Check whether an implementation matches its paper or spec | Claim-to-code map with missing and divergent items |

## Workflow

1. **Frame the decision.** Write the question the research must answer and the decision it informs. A brief that does not change a decision is not worth the run.
2. **Start the run.** `rig_evidence` with `action: "start"`, `skill: "rig-research"`, and the paths the answer will affect.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add borda/ai-rig/Rig Research@sha256:4702276146bbb10f

The line at the top of this page pins the label git:20261027.8c1ba9d, 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_v2u5sgyjp6emkbmd.svg)](https://markdownregistry.com/a/art_v2u5sgyjp6emkbmd)

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

Versions

The registry has recorded 1 version of this file, committed on Oct 27, 2026.

versioncommittedcommitsizeaudit
git:20261027.8c1ba9d latest2026-10-27 8c1ba9d 3,491 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 (3491 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 · 31 stars · license Apache-2.0 · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_v2u5sgyjp6emkbmd
GET https://markdownregistry.com/api/v1/resolve?ref=borda/ai-rig/Rig Research
GET https://markdownregistry.com/api/v1/blob/4702276146bbb10fd00e9fa67cdd010820915f7c6798b7967eb04a5dfd898aa2

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.

More from borda/ai-rig

AGENTS.md AGENTS.md file
borda/ai-rig · AGENTS.md
git:20261101.17fd3ab · audit A · 31 stars
CLAUDE.md CLAUDE.md file
borda/ai-rig · CLAUDE.md
git:20261101.17fd3ab · audit A · 31 stars
AGENTS.md@benchmarks AGENTS.md file
borda/ai-rig · benchmarks/AGENTS.md
git:20260814.b9c6b5a · audit A · 31 stars
llms.txt@docs llms.txt file
borda/ai-rig · docs/llms.txt
git:20260814.1bd25c1 · audit A · 31 stars
AGENTS.md@plugins AGENTS.md file
borda/ai-rig · plugins/AGENTS.md
git:20261101.17fd3ab · audit A · 31 stars
CLAUDE.md@plugins CLAUDE.md file
borda/ai-rig · plugins/CLAUDE.md
git:20261102.52ad0cc · audit B · 31 stars
advise SKILL.md skill
borda/ai-rig · plugins/bridge_cc-codex/claude-skills/advise/SKILL.md · Ask Codex a read-only question with explicit model, effort, budget, and compact results.
git:20261025.90f4430 · audit A · 31 stars
cancel SKILL.md skill
borda/ai-rig · plugins/bridge_cc-codex/claude-skills/cancel/SKILL.md · Request cancellation of a running detached Codex bridge job.
git:20261021.7b6ff28 · audit A · 31 stars
implement SKILL.md skill
borda/ai-rig · plugins/bridge_cc-codex/claude-skills/implement/SKILL.md · Ask Codex for one bounded write-capable change with compact results.
git:20261025.90f4430 · audit A · 31 stars
result SKILL.md skill
borda/ai-rig · plugins/bridge_cc-codex/claude-skills/result/SKILL.md · Read a completed detached Codex bridge job's compact result.
git:20261021.7b6ff28 · audit A · 31 stars
review SKILL.md skill
borda/ai-rig · plugins/bridge_cc-codex/claude-skills/review/SKILL.md · Request a read-only adversarial Codex review with explicit model, effort, budget, and compact findings.
git:20261025.90f4430 · audit A · 31 stars
setup SKILL.md skill
borda/ai-rig · plugins/bridge_cc-codex/claude-skills/setup/SKILL.md · Configure, authenticate, repair, and verify the Claude Code to Codex Bridge; safe stages run by default and sensitive…
git:20261021.7b6ff28 · audit A · 31 stars

Every file in borda/ai-rig

Browse by kind, by grade A, or by owner.