researchstudio-bot/trending-paper-reels

ResearchStudio Trending Paper Reels

This public dataset is a proof of concept for asynchronous cold archiving of already-published ResearchStudio Trending Paper Reels.

The local ResearchStudio services and databases remain the source of truth for publication state, routing, and retention. Hugging Face is a secondary, best-effort recovery copy. Archive upload or verification failures must never block, roll back, or delay Reel generation or publication.

Scope

Each archived item is an immutable snapshot of the files needed to reopen one published Reel. The exact file list, byte size, and SHA-256 digest of every file are recorded alongside that snapshot.

The first canary is arXiv paper 2608.23283. Its POC location is:

reels/2608/2608.23283/canary-v1/
├── archive-manifest.json
├── SHA256SUMS
└── 2608.23283.bundle.tar.zst

Future snapshots use the same shape:

reels/<arxiv-YYMM>/<arxiv-id>/<immutable-archive-id>/

The compressed archive contains a top-level bundle/ directory preserving the relative paths used by the published Reel. Optional published downloads such as PDF, PPTX, DOCX, captions, slides, and supporting media may also be present. archive-manifest.json is authoritative for the per-file inventory and hashes; SHA256SUMS protects the compressed archive and the manifest sidecar.

Archive lifecycle and local retention

The intended POC flow is:

1. ResearchStudio completes and publishes a Reel from local storage.
2. A separate asynchronous worker snapshots only that published revision.
3. The worker uploads the snapshot and verifies its SHA-256 inventory.
4. Failures are reported and retried out of band; the published local Reel continues to operate independently.

This POC does not change ResearchStudio's existing local retention policy. Local Reel trees and their associated Claude session trees may become eligible for cleanup after 30 days of inactivity, subject to the local service's safety checks. HF upload does not shorten or extend that window, and this dataset is not a database or session backup. Until a verified archive exists, operators must treat HF recovery as unavailable; the POC does not guarantee that every locally expired Reel has a remote copy.

Restore and integrity verification

Restore into a new staging directory; do not write directly over a live ResearchStudio artifact tree.

hf download researchstudio-bot/trending-paper-reels \
  --repo-type dataset \
  --include 'reels/2608/2608.23283/canary-v1/**' \
  --local-dir ./hf-restore

CANARY=./hf-restore/reels/2608/2608.23283/canary-v1
(
  cd "$CANARY"
  shasum -a 256 -c SHA256SUMS
  tar --zstd -xf 2608.23283.bundle.tar.zst
)

On systems with GNU coreutils, the final command may instead be:

(cd "$CANARY" && sha256sum -c SHA256SUMS)

Restore is accepted only when the archive and manifest sidecar report OK, the extracted bundle/ paths, byte sizes, and SHA-256 hashes exactly match archive-manifest.json, and an operator confirms the staged reel.html opens with its relative assets. A Git/Xet object identifier is not a substitute for the recorded SHA-256 of the restored file bytes.

Explicit exclusions

This dataset does not contain:

• Claude sessions, prompts, transcripts, or session metadata;
• ResearchStudio, Trending Paper, or Portal databases, database dumps, or rows;
• secrets, tokens, credentials, cookies, environment files, or private config;
• service logs, worker logs, traces, audit logs, or debugging output;
• source paper PDFs;
• failed, cancelled, incomplete, rejected, or unpublished generation outputs;
• temporary files, caches, build directories, or unselected regeneration candidates.

Only the allowlisted files belonging to the externally published Reel snapshot may be archived.

License and rights notes

Repository-level license metadata is set to other because an archived Reel may combine ResearchStudio-generated presentation material with paper text, figures, logos, fonts, audio, or other material governed by different terms.

No repository-wide license or transfer of ownership is asserted for third-party material. Rights remain with their respective owners, and inclusion in this archive does not by itself grant permission to reproduce, redistribute, or create derivative works. Before reuse, consult the per-snapshot rights_notes in archive-manifest.json and the original paper or asset license. When rights cannot be established, treat the item as view-only and do not redistribute it.

This repository is an experimental public archive, not an availability SLA or the canonical ResearchStudio service.