Pith Number

pith:C5MQ2RKM

pith:2025:C5MQ2RKMEOAM6N3FKBBU6EBXPF

not attested not anchored not stored refs pending

Inducing Programmatic Skills for Agentic Tasks

Apurva Gandhi, Daniel Fried, Graham Neubig, Zora Zhiruo Wang

arxiv:2504.06821 v2 · 2025-04-09 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{C5MQ2RKMEOAM6N3FKBBU6EBXPF}

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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

25 papers in Pith

From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents

SKILL-DISCO: Distilling and Compiling Agent Traces into Reusable Procedural Skills

VISUALSKILL: Multimodal Skills for Computer-Use Agents

Beyond Domains: Reusing Web Skills via Transferable Interaction Patterns

WebChallenger: A Reliable and Efficient Generalist Web Agent

Receipt and verification

First computed	2026-07-05T12:01:45.011776Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

17590d454c2380cf376550434f103779730b976e7c7ce2806628ffc355c53c72

Aliases

arxiv: 2504.06821 · arxiv_version: 2504.06821v2 · doi: 10.48550/arxiv.2504.06821 · pith_short_12: C5MQ2RKMEOAM · pith_short_16: C5MQ2RKMEOAM6N3F · pith_short_8: C5MQ2RKM

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/C5MQ2RKMEOAM6N3FKBBU6EBXPF \
  | 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: 17590d454c2380cf376550434f103779730b976e7c7ce2806628ffc355c53c72

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0ad726e8a9081f4b3d33ba4733d7d46ef219f2095912b3119f1a74050e9987c5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-04-09T12:25:37Z",
    "title_canon_sha256": "850b20161d0916382bbcd3471583a6cea8e5ba254492d7d5d03d116daa84666d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.06821",
    "kind": "arxiv",
    "version": 2
  }
}