Buildability / Receipt
This public receipt window renders only fields present in the canonical receipt object, deterministic fixture receipt, or canonical evidence receipt. Missing compute, demo, hash, signature, approval, telemetry, and adoption fields stay explicit.
Public buildability page receipt window
/buildability/colleague-skill-automated-ai-skill-generation-via-expert-knowledge-distillation
Subject: COLLEAGUE.SKILL: Automated AI Skill Generation via Expert Knowledge Distillation
Verdict
Build Now
Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Data
{"file name": "input.pdf", "number of pages": 12, "author": "Tianyi Zhou; Dongrui Liu; Leitao Yuan; Jing Shao; Xia Hu", "title": "COLLEAGUE
Truth Boundary
Buildability surfaces only report computed viability and proof receipts. They do not claim live production usage, pilot outcomes, founder sign-off, public Brier calibration, judge divergence, or external adoption unless explicitly sourced.
Compute
{"file name": "input.pdf", "number of pages": 12, "author": "Tianyi Zhou; Dongrui Liu; Leitao Yuan; Jing Shao; Xia Hu", "title": "COLLEAGUE.SKILL: Automated AI Skill Generation via Expert Knowledge Distillation", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 12, "author": "Tianyi Zhou; Dongrui Liu; Leitao Yuan; Jing Shao; Xia Hu", "title": "COLLEAGUE.SKILL: Automated AI Skill Generation via Expert Knowledge Distillation", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 12, "author": "Tianyi Zhou; Dongrui Liu; Leitao Yuan; Jing Shao; Xia Hu", "title": "COLLEAGUE.SKILL: Automated AI Skill Generation via Expert Knowledge Distillation", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/colleague-skill-automated-ai-skill-generation-via-expert-knowledge-distillation
Paper ref
colleague-skill-automated-ai-skill-generation-via-expert-knowledge-distillation
arXiv id
2605.31264
Generated at
2026-06-01T20:20:08.216Z
Evidence freshness
stale
Last verification
2026-06-01T20:20:08.216Z
Sources
4
References
0
Coverage
67%
Lineage hash
c6e5dfc9d86aebd4d66993b588a773b988ed337da74541bc2ab33bb9c6c8e01c
Canonical opportunity-kernel lineage hash.
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Some score or evidence fields are outside the preferred freshness window.
references
proof_status