Pith Number

pith:UNRPMQSO

pith:2024:UNRPMQSOOCFR6FMETS5WXKCS3W

not attested not anchored not stored refs pending

AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls

Fangyun Wei, Hongyang Zhang, Yu Du

arxiv:2402.04253 v1 · 2024-02-06 · 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{UNRPMQSOOCFR6FMETS5WXKCS3W}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

15 papers in Pith

Compositional Skill Routing for LLM Agents: Decompose, Retrieve, and Compose

FitText: Evolving Agent Tool Ecologies via Memetic Retrieval

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

Capability Self-Assessment: Teaching LLMs to Know Their Limits

Maestro: Reinforcement Learning to Orchestrate Hierarchical Model-Skill Ensembles

Receipt and verification

First computed	2026-07-05T07:42:05.449328Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a362f6424e708b1f15849cbb6ba852dda77e0f7245753c2d7f9defa567cbb4ae

Aliases

arxiv: 2402.04253 · arxiv_version: 2402.04253v1 · doi: 10.48550/arxiv.2402.04253 · pith_short_12: UNRPMQSOOCFR · pith_short_16: UNRPMQSOOCFR6FME · pith_short_8: UNRPMQSO

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/UNRPMQSOOCFR6FMETS5WXKCS3W \
  | 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: a362f6424e708b1f15849cbb6ba852dda77e0f7245753c2d7f9defa567cbb4ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2f2a9c13a12f61e701c14e7ad7cd78f234ba08ec1ac1f71df8afa751072251bb",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-06T18:59:57Z",
    "title_canon_sha256": "7ac6c59d81bb987e95633d50a5271c86ac938208031bb9d6d7efac4e4169b263"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.04253",
    "kind": "arxiv",
    "version": 1
  }
}