Kunlun Yaochi AI Precision Memory Management

What problem it addresses

When an AI agent runs long-term, important conclusions, rules, and task state often scatter across conversations, temporary files, and local docs. After reinstall, migration, or context loss, the agent may not recover a coherent memory state from the current session alone. KLYC-PMM targets this case: it writes text knowledge into recoverable, searchable, synchronizable memory entries and keeps long-term hooks in MEMORY.md. It is not a general vector database or ETL tool; its focus is persistent agent memory and disaster recovery.

How the skill works

After initialization, the agent obtains a Kunlun URL, which acts as the main credential for restoring memory. Daily writes use push and require an explicit memory domain such as public, shared, essence, private, or disaster; data is compressed with Brotli, encrypted through multiple layers, and uploaded to the Yaochi service. Recovery uses recover, local lookup uses search, and remote lookup uses search-yaochi.
Watch mode monitors files such as MEMORY.md, batches file changes, and pushes updates within a window. hooks-pull periodically fetches distilled hooks and writes them into a bounded section of MEMORY.md. self-test provides idempotent environment checks, while hook-check compares local and remote hook states. Paid tiers such as huhunfu and fenshenfu require a payment path; if the agent lacks a payment plugin, the user can complete payment instead.

Boundaries and caveats

The solution depends on curl, jq, and HTTPS connectivity, so it is unsuited to fully offline environments or millisecond-level read/write workloads. It is intended for text knowledge rather than binary media such as images, audio, or video. If the Kunlun URL is lost, it cannot be recovered, so it must be stored securely; MEMORY.md may also contain recovery credentials and should not be committed to public repositories. For temporary notes, one-off batch jobs, or large binary storage, using this skill adds unnecessary encryption, sync, and distillation overhead.