Pith. sign in
Pith Number

pith:AG2GTDY3

pith:2024:AG2GTDY3QKWYI4DNUNECCSVKMZ
not attested not anchored not stored refs pending

ScriptSmith: A Unified LLM Framework for Enhancing IT Operations via Automated Bash Script Generation, Assessment, and Refinement

Arthur De Magalhaes, Brad Blancett, Debanjana Kar, Eugen Postea, Oishik Chatterjee, Pooja Aggarwal, Prateeti Mohapatra, Ruchi Mahindru, Steve Barbieri, Suranjana Samanta, Ting Dai

arxiv:2409.17166 v1 · 2024-09-12 · cs.SE · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{AG2GTDY3QKWYI4DNUNECCSVKMZ}

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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.
Receipt and verification
First computed 2026-07-05T09:11:49.176755Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

01b4698f1b82ad84706da348214aaa667a8e5eb8cdf25323d367241f04ebae9f

Aliases

arxiv: 2409.17166 · arxiv_version: 2409.17166v1 · doi: 10.48550/arxiv.2409.17166 · pith_short_12: AG2GTDY3QKWY · pith_short_16: AG2GTDY3QKWYI4DN · pith_short_8: AG2GTDY3
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/AG2GTDY3QKWYI4DNUNECCSVKMZ \
  | 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: 01b4698f1b82ad84706da348214aaa667a8e5eb8cdf25323d367241f04ebae9f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "0f10d8e6b1764c17e0165169401396a17b0e695559e340baa9b196e6c8f0cd8f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-09-12T15:11:43Z",
    "title_canon_sha256": "61a4b52b8720ce3ee563235dfeddaf342047d897bbfc1bbbb399440664819976"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.17166",
    "kind": "arxiv",
    "version": 1
  }
}