Pith Number

pith:S7SNYK5D

pith:2023:S7SNYK5DTUSWB3SSDI4PVB67GF

not attested not anchored not stored refs pending

Skill-it! A Data-Driven Skills Framework for Understanding and Training Language Models

Ce Zhang, Christopher R\'e, Frederic Sala, Jue Wang, Kush Bhatia, Mayee F. Chen, Nicholas Roberts

arxiv:2307.14430 v1 · 2023-07-26 · cs.CL · cs.LG

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\usepackage{pith}
\pithnumber{S7SNYK5DTUSWB3SSDI4PVB67GF}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

7 papers in Pith

A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications

MegaScale-Data: Scaling Dataloader for Multisource Large Foundation Model Training

A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications

SoK: Agentic Skills -- Beyond Tool Use in LLM Agents

HEBATRON: A Hebrew-Specialized Open-Weight Mixture-of-Experts Language Model

Receipt and verification

First computed	2026-07-05T06:35:54.133892Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

97e4dc2ba39d2560ee521a38fa87df316055ba67a40089cb5648aa8a2d9113c8

Aliases

arxiv: 2307.14430 · arxiv_version: 2307.14430v1 · doi: 10.48550/arxiv.2307.14430 · pith_short_12: S7SNYK5DTUSW · pith_short_16: S7SNYK5DTUSWB3SS · pith_short_8: S7SNYK5D

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/S7SNYK5DTUSWB3SSDI4PVB67GF \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 97e4dc2ba39d2560ee521a38fa87df316055ba67a40089cb5648aa8a2d9113c8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "adc47828f562240971e1921b4b55e9c49a992f5393a01e456446d6b3f14a6661",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-07-26T18:01:49Z",
    "title_canon_sha256": "ee69d87a0b5d85a47dc464bde0bbb14d64490d0fac806034c610bc011292583d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.14430",
    "kind": "arxiv",
    "version": 1
  }
}