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persistent-memory

Persists context across conversations as plain markdown so every future session can enrich a topic-scoped memory (e.g. `project-acme`). Four operations: `write` (extract candidates, resolve as ADD / UPDATE / DELETE / NOOP per Mem0), `read` (load a ≤ 200-line INDEX, fetch detail on demand), `consolidate` (sleep-style merge + prune), `forget` (delete or redact with audit). Three storage tiers: home (`~/.agent-memory/<scope>/`, default), project-local (gitignored), project-shared (committed). Enforces a never-store list (secrets, keys, financial and identity numbers) and a consent preview before every write. `rules/scaling-tiers.md` covers scaling to SQLite FTS, vector DB, and managed memory, plus the LoreKit backend the self-improvement loops run on: scope mapping, the `loop::<skill>-lessons` tag and key convention, and the shared lesson schema. Triggers on "remember this", "save to memory", "recall memory", "what do you remember about", "consolidate memory", "forget that", "/persistent-memory".

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Persistent Memory

Capture, recall, consolidate, and forget memories scoped to a user-chosen topic (e.g. parenting, work, relationship-anna) as plain markdown files, so any future conversation can pick up where the last one left off.

This SKILL.md is a thin index. Operation pipelines, taxonomy, privacy rules, integration patterns, and scaling guidance live in rules/*.md and load on demand. Literal artefact templates live in templates/*.md. Worked examples and citations live in references/*.md. Read only what the current operation asks for.


Mode Detection

Parse $ARGUMENTS (first token) and detect the operation:

OperationDefaultTrigger phrases
writeyes"remember", "save to memory", "add to memory", $0 == "write"
read"recall", "load memory", "what do you remember about", $0 == "read"
consolidate"consolidate memory", "compress memory", $0 == "consolidate"
forget"forget that", "delete memory", "redact", $0 == "forget"
list"list memory", "what scopes do I have", $0 == "list"

State the detected operation and resolved scope in one line before continuing. Example:

Operation: write
Scope: parenting
Storage tier: home (~/.agent-memory/parenting/)

If no scope is provided, ask once (single batched message) — never guess.


Required Reading by Operation

Load on demand — do not preload.

OperationFiles
writerules/storage-layout.md, rules/write-pipeline.md, rules/memory-taxonomy.md, rules/privacy-and-consent.md
readrules/storage-layout.md, rules/read-pipeline.md
consolidaterules/consolidate-pipeline.md, rules/memory-taxonomy.md
forgetrules/forget-pipeline.md, rules/privacy-and-consent.md
listrules/storage-layout.md
integrationrules/integration-with-skills.md
scalingrules/scaling-tiers.md
pre-flightrules/quality-checklist.md, rules/anti-patterns.md

Storage Layout (one-line summary; full rules in rules/storage-layout.md)

Three tiers; the user picks per invocation, or accepts the default.

TierPathCommitted?Default for
home (default)~/.agent-memory/<scope>/NoPersonal scopes (parenting, work)
project-local<repo>/.agent/memory/<scope>/No (gitignore)Per-project private notes
project-shared<repo>/memory/<scope>/YesTeam-shared project knowledge

Per-scope directory layout (identical across tiers):

<storage-root>/<scope>/
├── INDEX.md          # Curated, ≤ 200 lines; always loaded by `read`
├── entries/          # Individual memory entries; loaded on demand
│   └── <yyyy-mm-dd>-<slug>.md
├── archive/          # Consolidated / superseded entries (audit trail)
└── AUDIT.log         # Append-only ledger of write / consolidate / forget

Core Workflow

Every operation is gated. Do not proceed to the next phase until the prior phase's gate passes.

write (default)

PhaseNameRuleGate
0Resolve scope + tierrules/storage-layout.mdScope name + storage tier confirmed; directory created
1Privacy pre-flightrules/privacy-and-consent.mdNo secrets / PII on the never-store list slip through
2Extract candidatesrules/write-pipeline.mdCandidate list produced with type, confidence, source per item
3Compare to existingrules/write-pipeline.mdEach candidate tagged ADD / UPDATE / DELETE / NOOP
4Consent previewrules/privacy-and-consent.mdUser saw the diff and approved (unless --auto flag)
5Write + auditrules/write-pipeline.mdINDEX updated, entry files written, AUDIT.log line appended

read

PhaseNameRuleGate
0Resolve scoperules/storage-layout.mdScope directory exists; INDEX.md present (or report empty)
1Load INDEXrules/read-pipeline.mdINDEX content surfaced to current conversation
2On-demand fetchrules/read-pipeline.mdDetail entries fetched only when INDEX points to them

consolidate

PhaseNameRuleGate
0Snapshotrules/consolidate-pipeline.mdPre-consolidation state captured (path + file count)
1Group + mergerules/consolidate-pipeline.mdSemantically similar entries grouped; merge plan drafted
2Prune stalerules/consolidate-pipeline.mdEntries past staleness cutoff flagged for archive
3Preview + applyrules/consolidate-pipeline.mdUser saw before / after summary and approved
4Rewrite INDEXrules/consolidate-pipeline.mdINDEX reflects new state; AUDIT.log appended

forget

PhaseNameRuleGate
0Resolve targetrules/forget-pipeline.mdMemory id, slug, or query resolves to exactly one entry set
1Show + confirmrules/forget-pipeline.mdUser saw the entries and explicitly confirmed
2Delete or redactrules/forget-pipeline.mdEntries removed (or redacted); INDEX + AUDIT.log updated

list

Walk every storage tier the user has enabled, print every scope with entry counts and last-updated timestamps. No writes.


Integration With Other Skills

This skill is model-invocable (disable-model-invocation: false) so host workflows can call it programmatically. Two ways to invoke it:

  1. Explicit — the user types /persistent-memory write parenting or /persistent-memory read parenting.
  2. Runtime, from a host skill — the host skill's SKILL.md contains a one-line pointer block that calls Skill("persistent-memory", "read <scope>") when the host runs.

The second form is the canonical integration. Runtime Skill() calls require disable-model-invocation: false — without it the Skill tool refuses the call at the harness layer (you'd see Skill X cannot be used with Skill tool due to disable-model-invocation). See rules/integration-with-skills.md for the full contract and the literal snippet at templates/pointer-snippet.md.

PatternToken costMagicBest for
PointerINDEX only, on skill loadNoneThe default. Explicit, debuggable, no hook.
HookINDEX every sessionHighAlways-on scopes (e.g. a personal assistant).

For the parenting example: add one block to parenting/SKILL.md:

> **Persistent memory:** Before responding, run
> `Skill("persistent-memory", "read parenting")` to load accumulated
> context for this scope.

Scaling Tiers (full guidance in rules/scaling-tiers.md)

TierBackendUse when
1Plain markdown (this skill, default)≤ ~500 entries per scope, single user, no semantic search needed
2Markdown + SQLite FTS index (this skill, opt-in)Up to ~5k entries per scope, keyword search beats full-INDEX scan
3Markdown blobs + local vector DB (Chroma, Qdrant)Semantic recall ("what did we discuss about X") matters
4Managed memory layer (Mem0, Letta, Zep)Multi-user, multi-tenant, > 10k entries, graph relationships, hosted SLA

Graduate one tier at a time. The skill ships a migration recipe in rules/scaling-tiers.md for moving from markdown to SQLite, and from SQLite to a vector DB, without losing entries.


Core Principles

  1. Plain text, local-first. Memory is markdown the user can read, edit, grep, and delete with standard tools. No proprietary format.
  2. Progressive disclosure. INDEX is small and always loaded; detail entries load on demand. Modeled on Claude Code's MEMORY.md.
  3. Two-phase write. Extract candidates first, then resolve each against existing entries with ADD / UPDATE / DELETE / NOOP. Modeled on Mem0's extraction + update pipeline.
  4. Consent before persistence. Every write shows the user a diff preview unless --auto is passed; secrets and PII on the never-store list are refused outright.
  5. Forgetting is a feature. A clear forget operation is part of the surface, not an afterthought. Required for privacy and for pruning entrenched mistakes (see Reflexion entrenchment warning).
  6. One scope, one purpose. Resist mega-scopes ("life"). Split into parenting, health, work etc. so the INDEX stays under 200 lines.
  7. Markdown until it hurts. Stay on Tier 1 until a concrete signal (search latency, INDEX bloat, multi-user) forces a graduation.

Anti-patterns (one-liner — full list in rules/anti-patterns.md)

  • Writing to memory without showing the user the diff first.
  • Storing secrets, credentials, or government IDs (refuse outright).
  • Mega-scopes that swell the INDEX past 200 lines.
  • Letting the model auto-write without scope confirmation.
  • Re-recording the same fact instead of UPDATE-ing the existing entry.
  • Deleting an entry without an AUDIT.log line.
  • Skipping consolidation forever — the INDEX rots and recall degrades.
  • Committing ~/.agent-memory/ to a public repo.

Definition of Done

A write run is done when:

  • Scope and storage tier explicitly resolved (no defaults assumed silently).
  • Privacy pre-flight passed (no never-store items in candidates).
  • Candidate list shown to the user with ADD / UPDATE / DELETE / NOOP tags.
  • User approved (or --auto flag was explicit).
  • Entry files written; INDEX updated; AUDIT.log line appended.
  • One-line summary delivered: "Saved N memories to ()."

A read run is done when:

  • Scope resolved; if no INDEX exists, user is told the scope is empty.
  • INDEX content is now in the conversation context.
  • Detail entries are fetched only when the INDEX references them.

A consolidate run is done when:

  • Before / after summary shown (entry count delta, INDEX line delta).
  • User explicitly approved.
  • AUDIT.log line appended with operation, timestamp, and counts.

A forget run is done when:

  • Target entries shown verbatim before deletion.
  • User confirmed (typed "yes" or --confirm flag).
  • Entries removed (or redacted); INDEX updated; AUDIT.log line appended.
Repository
mthines/agent-skills
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