scry-rerank

75 / 100 · Review before installing

Check before installing. Some of what it can do is expected: a data skill usually connects to databases or online services with your credentials.

By plurigrid/asi (GitHub) · data · 72 stars · scanned at commit 293ce9f

LLM-powered multi-attribute reranking of candidate sets via pairwise comparison. Supports canonical attributes (clarity, technical_depth, insight), custom prompts, model tier selection, and TopK configuration. Use when the task involves: rerank, rank by clarity, rank by insight, rank by depth, best items, quality tier, LLM judge, pairwise comparison, multi-attribute rank, rerank from sql or list. NOT for: simple SQL sorting (ORDER BY date/upvotes/score -- use scry), or semantic search and embed…

Works with any agent that supports SKILL.md skills.

What this skill can do

Sends data to these websites: api.scry.io}, api.scry.io

The author does not mention this. Expected for a data skill.

Found in 6 places.

plugins/asi/skills/scry-rerank/SKILL.md, line 45curl -s "${EXOPRIORS_API_BASE:-https://api.scry.io}/v1/scry/rerank" \
plugins/asi/skills/scry-rerank/SKILL.md, line 233curl -s "${EXOPRIORS_API_BASE:-https://api.scry.io}/v1/scry/rerank" \
plugins/asi/skills/scry-rerank/SKILL.md, line 263curl -s "${EXOPRIORS_API_BASE:-https://api.scry.io}/v1/scry/rerank" \

Show 3 more

plugins/asi/skills/scry-rerank/SKILL.md, line 402curl -s https://api.scry.io/v1/rerank/multi \
plugins/asi/skills/scry-rerank/SKILL.md, line 409curl -s https://api.scry.io/v1/rerank/operations/OPERATION_ID \
plugins/asi/skills/scry-rerank/SKILL.md, line 414curl -s -X DELETE https://api.scry.io/v1/rerank/operations/OPERATION_ID \

Runs commands on your computer

The author does not mention this.

Found in 4 places.

plugins/asi/skills/scry-rerank/SKILL.md, line 45curl -s "${EXOPRIORS_API_BASE:-https://api.scry.io}/v1/scry/rerank" \
plugins/asi/skills/scry-rerank/SKILL.md, line 233curl -s "${EXOPRIORS_API_BASE:-https://api.scry.io}/v1/scry/rerank" \
plugins/asi/skills/scry-rerank/SKILL.md, line 249cat > /tmp/rerank_req.json <<'JSON'

Show 1 more

plugins/asi/skills/scry-rerank/SKILL.md, line 402curl -s https://api.scry.io/v1/rerank/multi \

Downloads and installs other software

The author does not mention this.

Found in 1 place.

plugins/asi/skills/scry-rerank/SKILL.md, line 58- Context handshake first. At session start, call `GET /v1/scry/context?skill_generation=2026031604`. If `should_update_skill=true`, or if `client_skill_generat

Install

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

if [ -e ~/.agents/skills/'scry-rerank' ] || [ -L ~/.agents/skills/'scry-rerank' ]; then echo 'A skill folder named scry-rerank already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/plurigrid/asi' "$d" && git -C "$d" checkout --quiet '293ce9f76e3abcd5ba18db284688bc0d9ac6691d' -- 'plugins/asi/skills/scry-rerank' && mkdir -p ~/.agents/skills && cp -R "$d"/'plugins/asi/skills/scry-rerank' ~/.agents/skills/'scry-rerank' && 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/'scry-rerank' ~/.claude/skills/'scry-rerank' (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

Date	Version	Score
2026-11-07	`293ce9f`	75