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vault-consolidate

Propose or apply consolidation of episodic memories into semantic ones, combining related episodic captures into higher-level semantic summary notes. Use after a long session or when the user asks to clean up, organise, summarise, merge, or declutter memories, or requests memory cleanup or memory management. Always run --propose first so the user can review before --apply commits changes to the vault.

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vault-consolidate

Cluster related episodic memories and synthesise them into durable semantic notes.

Mindset

Think of --propose as generating a diff and --apply as committing the merge. You never commit without reviewing the diff first. The human is always the final gatekeeper — the agent's job is to surface candidates, not to decide what gets promoted to long-term memory.

When to use

  • After a long session with many captures
  • When the user asks to "consolidate", "summarise", or "clean up" memories
  • Periodic maintenance (e.g. end of week)

Workflow

Always propose before applying:

# Step 1 — generate proposals (written to vault inbox for review)
vault-cli consolidate --propose [--project <id>]

# Step 2 — open vault inbox, review, set status: approved or rejected
# (edit 00-inbox/consolidation-proposals.md in Obsidian)

# Step 3 — apply approved proposals
vault-cli consolidate --apply

If --propose outputs "No episodic memories found to consolidate", skip Step 3 — there is nothing to apply.

What happens

  • --propose: clusters episodic memories by semantic similarity, calls the inference command to synthesise each cluster, writes proposals to 00-inbox/consolidation-proposals.md
  • --apply: reads the proposals file, writes approved ones as semantic notes, marks source episodics as superseded, logs rejected ones to audit

Important

Source episodic memories are never deleted — only marked superseded. Human edits in Obsidian are always respected and never overwritten.

Never

  • Never run --apply without first running --propose — doing so bypasses human review and irreversibly promotes unreviewed clusters to semantic memory
  • Never run --apply without confirming the user has reviewed the proposals — always pause at Step 2 and wait for the user to confirm before proceeding
  • Never delete episodic source memories manually — they are preserved automatically and serve as audit history
Repository
pantheon-org/tekhne
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