Context Ops

Continuous integration
for agent context

Analyse Claude Code session data to find why your agent underperforms, then distribute the fix across your team's tools automatically.

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Analyze
Find what's broken in context
Two-pass analysis: local heuristics parse your JSONL logs for reprompt patterns, tool errors, and ghost skills — no data leaves your machine. An optional LLM pass surfaces root causes across sessions.
Distribute
Ship the fix to your whole team
Validated skills, CLAUDE.md rules, and config changes are packaged and synced to every developer's agent tools. One merged intervention, zero manual distribution.
Measure
Close the loop
Track reprompt rates, token costs, and skill activation before and after each intervention. Know whether your context improvements are actually working.
CLI — Free / OSS
$0
Full local analysis for individual developers. Parse your own logs, run heuristics, bring your own LLM key.
Team
$49–79 / user / mo
Cross-team analysis, managed skill library, hosted LLM analysis, and automatic recommendations. Min 3 seats.
Enterprise
Custom
Self-hosted, SSO, custom LLM, air-gapped analysis, SLA.