Persist structured working memory across context compaction and session changes.
npx skills add https://github.com/lciacci/tessera --skill mnemos-lciacci
Please help me install this Agent Skill. Skill: mnemos Source: https://github.com/lciacci/tessera/tree/main/skills/mnemos Command: npx skills add https://github.com/lciacci/tessera --skill mnemos-lciacci
Mnemos prevents context compaction, session changes, and agent fatigue from causing important goals, constraints, decisions, results, and handoffs to be forgotten or re-derived.
Initialize Mnemos, create a goal and constraints, and checkpoint the task state before continuing development.
High-intent search queries and answers about installing and using this skill.
To prevent context compaction from losing critical constraints, use typed working memory to store goals and checkpoints with distinct persistence policies, ensuring important state survives session changes.
Agent fatigue monitoring measures token utilization, scope scatter, re-read behavior, and tool-call errors to trigger consolidation or checkpointing before context is lost during long-running coding sessions.
The best way to recover structured working memory after a session interruption is to restore task state from persisted checkpoints, which preserves architectural constraints and completed work.
Yes, you can ingest Claude Code transcripts to analyze agent behavior, reporting haziness, corrections, and action divergence by applying structured telemetry to the session history.
Yes, session recovery requires typed graph storage, Claude Code hooks, checkpoint persistence, and structured telemetry to execute selective eviction, restoration, and haziness scoring.
You should trigger checkpoint persistence before context compaction or when fatigue monitoring detects high token utilization, preventing important goals and decisions from being forgotten or re-derived.
reggiechan74Track file edits and restore previous states via automatic checkpoints.
Dev10x-GuruAnalyze Claude Code session transcripts for skill compliance and missed invocations.
alinaqiMaintain a typed MnemoGraph memory store to restore context after compaction.
utsavanandManage UV Suite session lifecycles with labeling, checkpointing, restoring, and ending.
