agentleFS
mthinesmthines/agent-skills/skills/authoring/persistent-memory/SKILL.md

persistent-memory

Skill20 starsChanged 13 days agoMITView on GitHub

Persists topic-scoped context across conversations as plain markdown with write, read, consolidate, and forget operations, a never-store list for secrets, and a consent preview before every write. Triggers on "remember this", "save to memory", "what do you remember about", "forget that", "/persistent-memory".

8 other projects use a version of this.

Adopted by

Most recently taken up by

The file

We split this skill into the rules it gives an agent

3 rules. 0 are common, 2 are distinctive, and 1 is very specific to this project.

  • 0

    Common

    Most of the 7 edited versions we read keep these.

  • 2

    Distinctive

    This author's own choices. Worth a look.

  • 1

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

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

    line 64
  2. Distinctive:

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

    line 110
  3. Very specific:

    Consent before persistence: Every write shows the user a diff preview unless --auto is passed.

    line 217

“Common” is measured: kept by at least 6 in 10 of the 7 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

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 <scope> (<tier>)."

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.

Download now (ZIP)

Does it work?

Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.

No reviews yet

People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.

  • It worked
  • Partly
  • It didn't
What did you use it for? e.g. Reviewing pull requests in a Rails app

Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.

Your trail

Files you open will collect here, so you can find them again.

Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.

Now do this for your own.

Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.