context-ranking
From the author
Rank an existing set of context chunks by relevance, diversity, freshness, and utility. Use when retrieval has already produced candidates that must be scored or reranked; use context-retrieval when the source corpus still needs to be searched.
Install
npx skills add seb1n/awesome-ai-agent-skills --skill context-ranking -a claude-code
Installs to .claude/skills/context-ranking/ · Each command fetches the skill straight from GitHub with the open skills CLI.
Byte-identical to the scanned commit, with the repository’s licence and a SOURCE.txt.
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Why 82
aiqbench computes the trust score from public signals. It is not a security audit, so read a skill before you install it.
Similar skills
Closest to this one by what they do and when they are used.
- context-retrievalseb1n/awesome-ai-agent-skillsRetrieve relevant information from a knowledge base using semantic, keyword, or hybrid search to ground a query. Use when the task starts with a corpus or index that must be searched; use context-ranking when candidate chunks already exist and only need ordering.Productivity★ 228
- context-optimizationseb1n/awesome-ai-agent-skillsOptimize a complete candidate context package by deduplicating, filtering, ordering, and allocating its token budget. Use when retrieved or assembled material is noisy or exceeds the useful context budget; use context-ranking for scoring chunks and context-compression for shrinking selected content.Productivity★ 228
- context-injectionseb1n/awesome-ai-agent-skillsPlace trusted contextual information into prompts or agent state using explicit boundaries, provenance, and templates. Use when relevant context has already been selected and must be inserted safely; use context-retrieval to find it or context-optimization to choose and order it.Productivity★ 228
- context-managerMark393295827/third-brain-v7-skillsUse when a long-running agent task needs context budgeting, checkpointing, compaction, retrieval, or capability-based model routing.Productivity★ 141
- context-budgetOneWave-AI/claude-skillsUse when a coding session is burning context fast, output is drowning in noise, the model keeps forgetting earlier decisions, or the user asks to reduce tokens, stop the verbose narration, work in a huge repo, or make a long session survive. Covers what to read, what to summarize, what to write to disk, and when to start fresh.Productivity★ 372
- context-compressionseb1n/awesome-ai-agent-skillsCompress selected context to a target token budget while preserving decisions, evidence, constraints, and unresolved questions. Use when relevant material is already selected but too long; use context-optimization when selection, deduplication, and ordering are also required.Productivity★ 228
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