aeon-paper-pick SKILL.md skillA
aeon-paper-pick from bankrbot/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add bankrbot/skills/aeon-paper-pick@git:20260512.a4ba040Pins git:20260512.a4ba040 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- bankrbot/skills
- Path
aeon-paper-pick/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260512.a4ba040, committed May 12, 2026
- First version recorded
- May 12, 2026
- Size
- 2,243 bytes
- Repository stars
- 1,209
- License
- none declared
Surface the one AI / ML paper to read today from Hugging Face Papers, with the central claim, why it's worth an hour, where it might be wrong, and a time-budgeted read order. Filters out pure benchmark-chasing and incremental scaling reports. Use as a daily morning brief input for AI-savvy operators. Triggers: "one paper to read today", "best AI paper today", "what's the must-read paper", "HF Papers top pick".
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
# aeon-paper-pick One paper per day. Not a digest — one pick, with a short brief that lets the reader decide whether to invest the next hour. ## How the pick works 1. Fetch last 24h of HF Papers (`https://huggingface.co/papers`). 2. Drop pure benchmark-chasing (new SOTA on existing leaderboard, no method change), incremental scaling reports, and position papers without empirical claims. 3. Score survivors on novelty of method/framing, falsifiability of central claim, reproducibility signal (code + weights + data), and cross-discipline applicability. 4. Pick the highest scoring. Tie-break: sharper falsifiable claim. ## Brief format ``` [Paper title] Authors: A, B, C (Lab) arXiv: 2505.xxxxx Central claim: [one sentence, plain English] Why it's worth an hour: - [method shift, not benchmark bump — they replace X with Y] - [claim is falsifiable: ablation in §4 isolates X vs not-X cleanly] - [code + weights released, reproducible at home] Where it might be wrong: - [training distribution is narrow — open question whether the effect transfers] - [comparison baseline is older than expected] Read order: 1. §3 (method) — 8 min 2. §4 (ablations) — 12 min 3. §6 (limitations) — 5 min …
Read the whole file at its exact version.
How to install
mdr add bankrbot/skills/aeon-paper-pick@sha256:e6552098f8bd7517The line at the top of this page pins the label git:20260512.a4ba040, 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_kioqtjfz37ctblm7)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, all committed on May 12, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260512.a4ba040 latest | 2026-05-12 | a4ba040 | 2,243 B | A | view · diff |
| git:20260512.574b491 | 2026-05-12 | 574b491 | 3,389 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 (2243 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
bankrbot/skills · 1,209 stars · license none declared · pushed 2026-11-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_kioqtjfz37ctblm7 GET https://markdownregistry.com/api/v1/resolve?ref=bankrbot/skills/aeon-paper-pick GET https://markdownregistry.com/api/v1/blob/e6552098f8bd7517e70d00e3894c816830662f383fa0f5941e5311fac1ef2360
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.