CalibratedDecisions.

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jev-filter

Semantic filtering for AI agent tools: npm package @apixly/jev-filter (CLI, Python library, MCP server) turns large tool outputs, retrieved records,…

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From the repository

Semantic filtering for AI tool results. Native npm CLI, caller-controlled context, batching, and reproducible benchmarks.

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How builders describe it

Semantic filtering for AI tool results. Native npm CLI, caller-controlled context, batching, and reproducible benchmarks.
Semantic filtering for AI agent tools: npm package @apixly/jev-filter (CLI, Python library, MCP server) turns large tool outputs, retrieved records, code and logs into compact typed TypeSafe Jev decisions with source IDs, local originals and receipts before they enter an agent's context; batched…
jev-filter is a CLI that filters tool output before it reaches your agent and, since 0.3, drives web pages and desktop apps too. Jev picks the next operation and its target among controls the program enumerates itself; the program re-checks and executes, and irreversible steps stop for confirmation.

The decision Jev makes

Keep or discard a tool result, or answer whether a stopping condition is met.

Where it fits

Agents drown in their own context. These projects use Jev to decide what to keep, what to drop and when a loop is actually finished. All 117 context & memory projects →

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