superloopy-research SKILL.md skillB
superloopy-research from beefiker/superloopy is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add beefiker/superloopy/superloopy-research@git:20261014.046c636Pins git:20261014.046c636 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- beefiker/superloopy
- Path
skills/superloopy-research/SKILL.md- Versions recorded
- 7
- Latest version
- git:20261014.046c636, committed Oct 14, 2026
- First version recorded
- Jul 25, 2026
- Size
- 15,125 bytes
- Repository stars
- 115
- License
- MIT
Use only after explicit Codex `$superloopy:superloopy-research` or Claude Code `/superloopy:superloopy-research` invocation, a research task started with a leading `loopy` or `루피` (such as `loopy research`), or an active Superloopy loop explicitly routing a research deliverable here. Evidence-backed Superloopy research orchestration with automatic advisory usage targets, parallel read-only lanes, per-retrieval verdicts, graded and dated sources, empirical verification, a priced claim ledger…
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
# Superloopy Research You are the research orchestrator. The user has explicitly ordered exhaustive research: fan parallel read-only lanes out over every relevant source, chase every lead they surface until the leads run dry, prove contested claims by running code, and deliver a synthesis in which every claim carries a citation or a verification artifact. Exhaustive coverage is the assignment, not a risk to manage. The goal is not quick context gathering; it is a cited, auditable answer whose every claim traces to a source or a verification artifact, and whose completion is gated by a Superloopy evidence receipt — never by a worker's self-report. Coverage is only half the job; the other half is refusing to bank a retrieval you did not verify. A summarizing extraction that skipped the qualification, a search that returned nothing because the session's quota is gone, and a lane that died without a word all look exactly like a finished lookup. Each one produces a confident, wrong convergence. Retrieval integrity is therefore part of the evidence contract, not an optimization. ## Activation …
Read the whole file at its exact version.
How to install
mdr add beefiker/superloopy/superloopy-research@sha256:1c465feb9b8afb7dThe line at the top of this page pins the label git:20261014.046c636, 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.
[](https://markdownregistry.com/a/art_n52gbxzcgqcqonom)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Jul 25, 2026 and Oct 14, 2026, about one every 14 days. Its first recorded version is graded A and its latest B.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261014.046c636 latest | 2026-10-14 | 046c636 | 15,125 B | B | view · diff |
| git:20261013.ed9455d | 2026-10-13 | ed9455d | 42,687 B | B | view · diff |
| git:20260904.f3cb676 | 2026-09-04 | f3cb676 | 42,679 B | B | view · diff |
| git:20260730.3848a58 | 2026-07-30 | 3848a58 | 42,541 B | B | view · diff |
| git:20260729.500c18b | 2026-07-29 | 500c18b | 44,820 B | B | view · diff |
| git:20260729.12a6f37 | 2026-07-29 | 12a6f37 | 44,000 B | B | view · diff |
| git:20260725.e4ba130 | 2026-07-25 | e4ba130 | 20,738 B | A | view |
Audit of the latest version
- fail: No prompt-injection phrasing (matched: ignore previous instructions)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (15125 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 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
beefiker/superloopy · 115 stars · license MIT · pushed 2026-10-29 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_n52gbxzcgqcqonom GET https://markdownregistry.com/api/v1/resolve?ref=beefiker/superloopy/superloopy-research GET https://markdownregistry.com/api/v1/blob/1c465feb9b8afb7d3b079c8e8dc61fe1529b7e8ccb39e875e3ca2c9252cd5024
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.