chl-memory

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name: chl-memory description: Use when working with the CHL MCP for everyday memory tasks: remember, recall, infer, learn, inspect lexicon, or inspect state/resources.

CHL Memory

Use this skill when the task is about storing, retrieving, or reasoning over CHL memory.

Default flow

1. Use chl_remember when the user gives new facts, decisions, preferences, or task context that should persist.
2. Use chl_recall when the user wants related memories, similar past items, or supporting context.
3. Use chl_infer when the user wants the best answer synthesized from stored memories instead of a raw list.
4. Use chl_learn when the user corrects, reinforces, or weakens an association.

Tool choice

• Keep chl_recall queries short and specific.
• Use topK only as high as needed.
• Put structured data in payload and lightweight provenance in metadata.
• Use positive reward to reinforce, negative reward to suppress, and 0 for neutral feedback.

Inspect when needed

Prefer the lightest inspection that answers the question:

• chl_snapshot for a compact current view.
• chl_profile for the active tuning preset.
• chl_lexicon for learned concepts and phrases.
• chl_state for a full diagnostic dump.
• chl_entries when you need every stored entry.
• chl_journal when you need mutation history.
• chl_bucket_stats when debugging retrieval behavior.

Resources

Use MCP resources directly when a read-only view is enough:

• chl://memory
• chl://profile
• chl://state
• chl://entries
• chl://journal
• chl://lexicon

Guardrails

• Do not clear memory unless the user explicitly asks for a reset.
• Do not invent memory structure; mirror the user’s content and the MCP schema.
• Prefer one focused tool call over several broad ones.