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Get Started Free →[omh] Source candidate inventory - prepare typed source candidates and acquisition status before downstream work; use ulw-research to fetch and cite them, or research-brief to turn them into a decision-ready brief. Use when the user says: source-finder, source finder, source acquisition, source intake, find papers and datasets, find datasets and repos, find papers, find arxiv link.
.claude/skills/rlaope-omh-source-finder/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | -1% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 39% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 96% | 0% |
| case-06 | ✗→✓ | ▲ Improved | 30% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 97% | 0% |
This is a Hermes-native source-finder workflow skill.
source-finder exists so Hermes can turn vague source discovery requests into typed candidates, acquisition status, and downstream workflow choice without pretending OMH searched, downloaded, or verified the material.
research.research-brief.research.paper-learning.research-department.materials-package or deliverable-package.img-summary.Good example:
Bad example:
research because the user asks for current evidence and synthesis, not candidate acquisition status.research.source-finder, research, best-practice-research, autoresearch-goal, research-brief, strategy-brief, feedback-triage, research-department, +13 more) - research, signals, ops, and briefings.oh-my-hermes or name the adjacent workflow.omh-routing/references/skill-common-rail.md.Use when the requested output is a typed source candidate inventory and acquisition status across papers, web links, datasets, GitHub repositories, public presentations, docs/specs, or unknown source material before choosing paper-learning, research, research-brief, research-department, materials-package, or an ultrawork delivery cycle.
Strong routing signals: source-finder, source finder, source acquisition, source intake, find papers and datasets, find datasets and repos, find papers, find arxiv link, find arxiv paper, find datasets, find github repos, find oss repos, find presentations, find public slides, find docs and specs, find source candidates, download candidate, source candidate, acquisition status, 자료 후보, 출처 후보, arxiv 링크, arxiv 링크 찾아, 논문 데이터셋 찾아, 깃허브 저장소 찾아, 공개 발표자료 찾아, 문서 스펙 찾아
Category: research Phase: source-acquisition Hermes role: researcher Quality tier: source-acquisition-gated Reasoning demand: standard
Quality bar:
Handoff policy:
Keep source acquisition planning in Hermes. Do not claim search, download, clone, extraction, license check, verification, or downstream processing unless a wrapper or user records observed evidence.
Required inputs:
Expected outputs:
Artifact expectations:
Safety rules:
research, supplied-paper explanation to paper-learning, recurring monitoring to research-department, file export to materials-package, and image cards to img-summary.Preferred harness for this skill: source-finder.
shomh runtime record --skill source-finder --harness source-finder --status started
Record observed delegation results; otherwise return not_available or not_observed. Prepared OMH routing is not execution, review, CI, merge-readiness, or merge evidence.
Preserve workflow intent and stop conditions; verify before claiming completion.
Use Hermes-native subagent/delegation features when available: native subagents -> Hermes delegation when available, otherwise sequential lanes.
Shared product, compatibility, topology, memory, harness, and execution rules: omh-routing/references/skill-common-rail.md. Load it when applicable; otherwise name an unavailable capability.
Other measured skills in the registry, with their headline benchmark lift.