managing-context-reliability
byatretyak1985· 50 skills
Use when reviewing long-running or multi-agent Claude systems for reliability — context window management and summarisation, escalation and ambiguity resolution, error propagation between agents, codebase exploration and context degradation, human review and confidence calibration, or information provenance and multi-source synthesis. Also when quality degrades over long sessions, agents silently swallow failures, mid-context details get lost, or synthesised answers lose attribution.
How to install managing-context-reliability?
atretyak1985/swarmery/managing-context-reliability
$npx -y skills add atretyak1985/swarmery --skill managing-context-reliabilityInstalls into the current project.
›Prefer a prompt? Paste this to your agent
Run `npx skills use "https://github.com/atretyak1985/swarmery" --skill "atretyak1985/swarmery/managing-context-reliability"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.
Use the skills in "https://github.com/atretyak1985/swarmery" that are relevant to the current task. Run `npx skills add "https://github.com/atretyak1985/swarmery"` and select the relevant skills, then follow their instructions.
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