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science-source-matrix

100 / 100 · Low risk

Fine to try.

By yzlin286-wq/Deepscient (GitHub) · research · 973 stars · scanned at commit 088b022

Use when choosing which retrieval source to query, when a search returns suspiciously few results, when OpenAlex budget runs low, or when a source is rate-limited or blocked; covers per-source capability, quotas, fallback order, and how to tell "source broke" from "query too narrow".

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'science-source-matrix' ] || [ -L ~/.agents/skills/'science-source-matrix' ]; then echo 'A skill folder named science-source-matrix already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/yzlin286-wq/Deepscient' "$d" && git -C "$d" checkout --quiet '088b0228df4fbb613d00d70823a325677f4970c2' -- 'dsh-science/skills/science/science-source-matrix' && mkdir -p ~/.agents/skills && cp -R "$d"/'dsh-science/skills/science/science-source-matrix' ~/.agents/skills/'science-source-matrix' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'science-source-matrix' ~/.claude/skills/'science-source-matrix' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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Score history

DateVersionScore
2026-11-08088b022100
2026-11-07088b022100