Results for “context-poisoning”

Extends effective context capacity through strategic compression, masking, caching, and partitioning techniques.

Context Management

Use when context window is filling up, sessions are getting slow, or you need to preserve state across sessions. For context compression, state snapshots, search-first discipline, and cross-session memory management.

Optimizes agent context setup by structuring rules, specs, source files, error output, and conversation history to improve output quality.

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.

Automates multi-source enrichment of IPs, domains, URLs, and file hashes using VirusTotal, AbuseIPDB, Shodan, GreyNoise, URLScan.io, and MISP to provide contextual risk scoring and disposition recommendations for SOC analysts.

Progressively refines context retrieval in multi-agent workflows to solve the subagent context problem.

Use the context-grooming skill to prune and compact the current project context.

Optimize context window usage — compact stale data, compress via summarization, preserve active state

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Explains foundational concepts of context engineering: what context is, attention mechanics, the U-shaped attention curve, and why context quality matters more than quantity.

Turn a cold start into a warm one. Build a single orientation document for a project, account, or workspace, what it is, where things live, the decisions made so far, the open items, and the next move, so a new session or a new teammate is productive in minutes instead of days. Trigger on "get me up to speed", "onboard someone to this", "what's the context here", "brief a new session", "orient me on this account", or any cold-start on work already in motion.

Pattern for progressively refining context retrieval to solve the subagent context problem

Keep sessions focused and efficient — prune stale outputs, preserve active state, recommend compaction