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memory

Read, write, and summarize persistent Office memory when durable behavioral guidance or project knowledge should survive across agent sessions.

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kdlbs/kandev1,020 stars(GitHub 1,020 + cccskills 0)

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SKILL.md (original)

Review the instructions the agent will receive before you install.

Memory

Read and write persistent memory entries via the CLI. Memory is organized by layer:

  • operating -- behavioral guidelines, preferences, communication style
  • knowledge -- facts about people, projects, systems, decisions

Write Memory

$KANDEV_CLI kandev memory set --layer knowledge --key "people-alice" \
  --content "Alice is the frontend lead. Prefers TypeScript, reviews PRs quickly."

Read Memory

# List all memory entries
$KANDEV_CLI kandev memory get

# List by layer
$KANDEV_CLI kandev memory get --layer knowledge

# Get specific entry
$KANDEV_CLI kandev memory get --layer knowledge --key "people-alice"

Memory Summary

$KANDEV_CLI kandev memory summary

Guidelines

  • Use operating for persistent behavioral instructions (communication style, workflow preferences).
  • Use knowledge for learned facts that should persist across sessions.
  • Keep keys descriptive and hyphenated (e.g., people-alice, project-api-migration).
  • Memory entries are markdown files on disk and can be edited by the user directly.

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