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Docs/memory: add Dreaming concept page and overview links
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@@ -22,6 +22,7 @@ Docs: https://docs.openclaw.ai
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- Tests/secrets runtime: restore split secrets suite cache and env isolation cleanup so broader runs do not leak stale plugin or provider snapshot state. (#60395) Thanks @shakkernerd.
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- Memory/dreaming (experimental): add opt-in weighted short-term recall promotion to `MEMORY.md`, managed dreaming modes (`off|core|rem|deep`), and a `/dreaming` command plus Dreams UI so durable memory promotion can run on background cadence without manual scheduling. (#60569) Thanks @vignesh07.
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- Agents/system prompts: add an internal cache-prefix boundary across Anthropic-family, OpenAI-family, Google, and CLI transport shaping so stable system-prompt prefixes stay reusable without leaking internal cache markers to provider payloads. (#59054) Thanks @coletebou and @vincentkoc.
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- Docs/memory: add a dedicated Dreaming concept page, expand Memory overview with the Dreaming model, and link Dreaming from further reading to document the experimental opt-in consolidation workflow. Thanks @vignesh07.
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### Fixes
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103
docs/concepts/memory-dreaming.md
Normal file
103
docs/concepts/memory-dreaming.md
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@@ -0,0 +1,103 @@
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---
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title: "Dreaming (experimental)"
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summary: "Background promotion from short-term recall into long-term memory"
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read_when:
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- You want memory promotion to run automatically
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- You want to understand dreaming modes and thresholds
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- You want to tune consolidation without polluting MEMORY.md
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---
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# Dreaming (experimental)
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Dreaming is the background memory consolidation pass in `memory-core`.
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It is called "dreaming" because the system revisits what came up during the day
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and decides what is worth keeping as durable context.
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Dreaming is **experimental**, **opt-in**, and **off by default**.
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## What dreaming does
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1. Tracks short-term recall events from `memory_search` hits in
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`memory/YYYY-MM-DD.md`.
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2. Scores those recall candidates with weighted signals.
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3. Promotes only qualified candidates into `MEMORY.md`.
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This keeps long-term memory focused on durable, repeated context instead of
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one-off details.
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## Promotion signals
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Dreaming combines four signals:
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- **Frequency**: how often the same candidate was recalled.
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- **Relevance**: how strong recall scores were when it was retrieved.
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- **Query diversity**: how many distinct query intents surfaced it.
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- **Recency**: temporal weighting over recent recalls.
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Promotion requires all configured threshold gates to pass, not just one signal.
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## Modes
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`dreaming.mode` controls cadence and default thresholds:
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- `off`: dreaming disabled.
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- `core`: nightly cadence with balanced thresholds.
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- `rem`: more frequent cadence for active consolidation.
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- `deep`: stricter promotion gating with slower cadence.
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Default presets:
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- `core`: `0 3 * * *`, `minScore=0.75`, `minRecallCount=3`,
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`minUniqueQueries=2`
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- `rem`: `0 */6 * * *`, `minScore=0.85`, `minRecallCount=4`,
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`minUniqueQueries=3`
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- `deep`: `0 */12 * * *`, `minScore=0.8`, `minRecallCount=3`,
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`minUniqueQueries=3`
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## Scheduling model
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When dreaming is enabled, `memory-core` manages the recurring schedule
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automatically. You do not need to manually create a cron job for this feature.
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You can still tune behavior with explicit overrides such as:
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- `dreaming.frequency` (cron expression)
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- `dreaming.timezone`
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- `dreaming.limit`
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- `dreaming.minScore`
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- `dreaming.minRecallCount`
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- `dreaming.minUniqueQueries`
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## Configure
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```json
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{
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"plugins": {
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"entries": {
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"memory-core": {
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"config": {
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"dreaming": {
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"mode": "core"
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}
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}
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}
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}
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}
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}
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```
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## Operational notes
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- Use `/dreaming off|core|rem|deep` to switch modes from chat.
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- Use `openclaw memory promote` to preview candidates and
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`openclaw memory promote --apply` for manual promotion.
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- Use `openclaw memory status --deep` to inspect current memory and dreaming
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status.
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## Further reading
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- [Memory](/concepts/memory)
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- [Memory Search](/concepts/memory-search)
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- [memory CLI](/cli/memory)
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- [Memory configuration reference](/reference/memory-config)
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@@ -83,6 +83,23 @@ important facts in the conversation that are not yet written to a file, they
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will be saved automatically before the summary happens.
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</Tip>
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## Dreaming (experimental)
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Dreaming is an optional background consolidation pass for memory. It revisits
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short-term recalls from daily files (`memory/YYYY-MM-DD.md`), scores them, and
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promotes only qualified items into long-term memory (`MEMORY.md`).
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It is designed to keep long-term memory high signal:
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- **Opt-in**: disabled by default.
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- **Scheduled**: when enabled, `memory-core` manages the recurring task
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automatically.
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- **Thresholded**: promotions must pass score, recall frequency, and query
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diversity gates.
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For mode behavior (`off`, `core`, `rem`, `deep`), scoring signals, and tuning
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knobs, see [Dreaming (experimental)](/concepts/memory-dreaming).
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## CLI
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```bash
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@@ -98,5 +115,7 @@ openclaw memory index --force # Rebuild the index
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- [Honcho Memory](/concepts/memory-honcho) -- AI-native cross-session memory
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- [Memory Search](/concepts/memory-search) -- search pipeline, providers, and
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tuning
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- [Dreaming (experimental)](/concepts/memory-dreaming) -- background promotion
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from short-term recall to long-term memory
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- [Memory configuration reference](/reference/memory-config) -- all config knobs
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- [Compaction](/concepts/compaction) -- how compaction interacts with memory
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@@ -1068,7 +1068,8 @@
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"concepts/memory-builtin",
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"concepts/memory-qmd",
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"concepts/memory-honcho",
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"concepts/memory-search"
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"concepts/memory-search",
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"concepts/memory-dreaming"
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]
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},
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"concepts/compaction"
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