tree-ring-memory
Guides AI agents in using Tree Ring Memory for durable recall, project decisions, user preferences, warnings, future seeds, privacy-safe memory capt…
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技能内容
Tree Ring Memory
Use Tree Ring Memory as a lifecycle-aware memory layer, not as a transcript dump.
Tree Ring Memory preserves meaningful agent learning like tree rings:
- fresh work stays detailed
- older learning compresses into stable rings
- important warnings remain visible as scars
- durable truths become heartwood
- speculative future work stays as seeds
- sensitive data is blocked, redacted, or kept out by default
Runtime Bootstrap And Updates
Resolve the actual project root before running Tree Ring. Never initialize a
plugin cache, downloaded package directory, home directory, or arbitrary
working directory by accident.
- If
<project-root>/.tree-ring/bin/tree-ringexists, prefer that binary for
this project. Otherwise check command -v tree-ring and run
tree-ring --version.
- Read existing
<project-root>/.tree-ring/SKILL.mdandCLI.mdwhen present.
Lifecycle hooks need CLI 0.15.6 or newer; older packages may omit
automatic hooks. Current Codex packages include them, including the public upload. Use integrations status --verbose to inspect the last
recall count and query class, and distinguish no receipt from zero results.
- This package targets Tree Ring Memory CLI 0.15.0 or newer. If no compatible
CLI is available and the user's request already authorizes Tree Ring setup,
install the verified current release project-locally from the project root.
Otherwise explain the exact operation and obtain permission before the
network download or software installation. Download the official,
version-pinned v0.15.0/install.sh installer to a temporary file, verify its
SHA-256 is
ef0d5eb8f09cbe2e4c3abe80ee9a98a56759c89ad4ddd103d6c68314cd653ade,
inspect it, and only then run:
cd <project-root>
sh <verified-installer-path> --project --init --release latest --no-animation
Do not pipe a network response directly to a shell. The installer verifies
the selected release archive against its published SHA-256 before placing
the binary at <project-root>/.tree-ring/bin/tree-ring.
- For an existing global CLI, initialize from the project root with
tree-ring --root .tree-ring init. For a project-local CLI, use
.tree-ring/bin/tree-ring --root .tree-ring init. This must place
memory.sqlite, AGENTS.md, SKILL.md, and CLI.md under that project's
.tree-ring/ directory.
- Verify the created paths and run the same binary with
--root .tree-ring integrations status. Initialization creates safe local
guidance and bridge material; it is not receipt-backed activation proof.
Check for releases without changing files with tree-ring update --check. Run
tree-ring update only when the user has authorized an update. It updates the
active binary in its existing project-local, direct, or Homebrew-managed scope,
verifies official release assets, and must not create a second shadowing binary.
After an update, return to each project root and rerun `tree-ring --root
.tree-ring init` (or the project-local equivalent) to backfill managed guidance
without replacing custom files.
CLIs older than 0.15.0 do not have tree-ring update. Upgrade those with the
same manager or prefix that installed them: brew upgrade tree-ring for
Homebrew, --project --release latest for an existing project-local install,
or --install-dir <existing-prefix> --release latest for another direct
install. Check command -v tree-ring and which -a tree-ring afterward. Do not
edit a shell profile or change global installation scope without separate user
authorization.
If the current host cannot execute a local shell or access project files, use
this skill only as memory-lifecycle guidance. Do not claim that recall, capture,
audit, activation, or forgetting occurred unless the corresponding command ran
and its result was observed.
Agent Operating Loop
Use this sequence for meaningful project work:
- Resolve the project root and read its local Tree Ring contract when present.
- Run the runtime preflight, then recall narrowly scoped, source-linked memory
before making a material decision or repeating a failure-prone workflow.
- Treat recalled memory as context, not authority. Recheck facts that may have
changed and defer to current source files, tests, policies, and user input.
- Do the work. Do not write memory merely because a session is active.
- At a natural checkpoint or closeout, capture only durable decisions,
corrections, validated lessons, warnings, preferences, or future seeds.
Never store raw transcripts, secrets, or sensitive data. Repository
lifecycle integrations enforce one agent-mediated checkpoint at Stop or
SubagentStop; they do not derive memory from hook payloads.
- Observe the command result and report the actual outcome. A proposed memory,
dry run, bridge file, or generated marker is not proof that a durable write,
sync, activation, correction, or deletion occurred.
In a Coordinated store, do not attempt persistent writes without the required
coordinator capability. If the capability is unavailable, provide a concise
candidate memory for an authorized coordinator instead of claiming it was
stored.
When To Recall
Recall memory before:
- starting or resuming a project
- changing architecture, storage, security, privacy, or release behavior
- repeating a workflow where prior failures may matter
- responding to a user correction
- making a decision that depends on previous preferences or constraints
- editing files in a repo that has a Tree Ring Memory or
AGENTS.mdcontract - closing out meaningful work and deciding what should be remembered
Use narrow queries with project scope when possible. Prefer source-linked, high-confidence, non-superseded results.
When To Remember
Store a memory when the information is likely to help future work:
- the user states a durable preference
- the user corrects the agent
- a decision is made and should survive the current session
- an implementation lesson is validated by tests or production behavior
- a failed approach should not be repeated
- a security, privacy, release, or data-loss warning appears
- a useful project convention is discovered
- a future idea should be revisited later
Keep memory concise. Store the lesson, decision, or warning, not the full conversation.
Use tree-ring evidence instead of plain remember when the lesson comes from
an evaluation, checkpoint, experiment, branch, incident, or reviewed run
artifact.
Use source adapters when project artifacts already contain structured guidance
or evaluated outcomes:
tree-ring dox sync --source-root . --dry-run
tree-ring revolve sync --source-root revolve --dry-run
tree-ring integrations scan --source-root .
Run adapter commands with --dry-run first. Sync only concise, source-linked
summaries; never treat imported memory as more authoritative than the source
AGENTS.md, Revolve record, evaluation, PR, issue, or test artifact.
In a Coordinated store, persisting an adapter result requires the coordinator
capability; dry-run discovery does not.
Use the exact CLI commands exposed by the local install:
tree-ring --help
tree-ring dox sync --help
tree-ring revolve sync --help
tree-ring evidence --help
If the project was initialized with a project-local binary, prefer the generated
.tree-ring/CLI.md reference and include --root .tree-ring when needed.
If this skill was loaded through a harness-native bridge file, treat that bridge
as a pointer only. Read the project-local .tree-ring/SKILL.md and
.tree-ring/CLI.md when present so commands match the installed project root.
Do not assume a global Tree Ring setup applies to the current repo unless the
user explicitly configured it.
DOX Contract Flow
When a project uses DOX-style AGENTS.md contracts:
- Read the applicable contract chain from the project root down to the working
directory before editing files. More specific child contracts may refine the
parent contract.
- Treat those current source files as authoritative. A recalled DOX summary is
only a navigation and continuity aid; it never overrides the live contract.
- Preview the adapter output first with
tree-ring dox sync --source-root <path> --dry-run and inspect every summary
and source reference.
- Before persisting, verify the selected CLI is 0.15.11 or newer using
--version; older runtimes are preview-only for DOX. After an authorized
upgrade, rerun and review the preview. Persist only concise, useful summaries.
In a Coordinated store, persistence requires coordinator authority; dry-run
discovery does not.
- Never use the adapter to rewrite a root or child
AGENTS.md, copy whole
contract trees into memory, or weaken child instructions. Re-run the dry run
after a source contract changes and re-read the chain before the next edit.
DOX Persistence Compatibility
DOX persistence requires Tree Ring CLI 0.15.11 or newer. Check the selected
project-local or PATH binary with --version before any DOX write. Older
runtimes may preview with --dry-run, but must not persist DOX summaries.
Upgrade through the existing installation scope when authorized, then rerun
and review the preview with the updated binary. This minimum applies only to
DOX persistence: 0.15.11 adds source-root collision checks that reject the
entire conflicting batch instead of overwriting another project's guidance.
Harness Activation
For a new project, begin with the safe, project-local default:
tree-ring init
tree-ring integrations status
Do not ask the user to copy a bridge or run integrations link for ordinary
setup. init configures only safe project-local adapter material by creating
absent final bridge and manifest paths. It never replaces or removes an existing
entry, including during deactivation; contested entries stay untouched and
report needs-user-review. A bridge, marker, generated skill, or successful
init is not activation proof: active requires a fresh, matching receipt from
a new session's scoped recall and safe context injection.
Treat configured-awaiting-proof, active-isolated, needs-trust,
needs-project-mount, needs-plugin, needs-user-review, unsupported,
and failed as their exact non-active outcomes. Never say Hermes or another
unverified runtime is active.
If publication durability becomes indeterminate, do not delete or rewrite the
published path. Preserve disk material, keep changed harnesses marked
needs-user-review in the returned in-memory manifest, and leave any activation
manifest already published on disk intact for explicit reconciliation.
Pi trust is the user's decision: report needs-trust rather than changing
global trust. Agent Zero is separate: tree-ring init writes only Tree Ring's
passive Agent Zero binding with needs-plugin. The user installs/enables the
compatible tree_ring_memory plugin and selects the mounted project; the plugin
then owns its absolute, non-project activation-capability.json descriptor and
passes it internally. Only descriptor-scoped plugin status can derive
configured-awaiting-proof, and only its new-session preflight receipt can
make the runtime active.
Never create a generic marker, copy or hand-author that descriptor, set its
internal transport, modify Agent Zero core, or call a different plugin store
shared. A missing, invalid, disabled, or release-incompatible descriptor stays
needs-plugin; a different reachable store is active-isolated; an
unavailable root is needs-project-mount. A passive binding, source checkout,
or stale bundled CLI is not installed capability.
Receipts prove a privacy-safe preflight check, not durable memory creation or a
security boundary. They exclude raw prompts, recalled content, secrets,
sensitive values, paths, and coordinator capabilities. Shared-store claims are
limited to same-host local-filesystem processes whose receipts match the
canonical project store_id; they do not apply across hosts or network
filesystems. For diagnostics use tree-ring integrations status --verbose;
for advanced controlled work use `integrations activate --harness <id>
--dry-run, integrations certify, or integrations deactivate --harness
<id>`.
Certification Boundary
For an installed Tree Ring runtime, use the self-contained CLI evidence paths:
tree-ring integrations certify --source-root .
tree-ring recall-quality --source-root .
Harness certification is non-mutating and writes JSON/Markdown evidence under
target/tree-ring-certification/; it does not activate a harness or prove that
an agent used recalled context. Keep receipt-backed status as a separate gate.
sh scripts/certify-tree-ring.sh is the full framework release suite. Run it
only from a canonical Tree Ring Memory source checkout where that file, the Rust
workspace, install.sh, fixtures, and build tooling are all present. Do not
copy it into another project, download it automatically, or claim full release
certification from the smaller installed-CLI checks. In the TUI, `/evidence
refresh` only displays this external source-checkout command; it does not run
certification. If the script is absent, report that boundary and use the
self-contained CLI commands above when they fit the user's request.
Evidence outcome mapping:
promoted: durable heartwood from supported evidencerejected: scar for reusable failed or rolled-back approachesdeferred: seed for promising unresolved optionsobserved: outer-ring evaluation result
Memory Quality Gates
Use these gates before relying on or writing memory.
Recall gates:
- Before substantial project work, recall project constraints, scars, user preferences, and unresolved seeds.
- Before risky changes, recall warnings and evidence-linked prior failures.
- Before repeating a workflow, recall prior errors and accepted procedures.
- Before closeout, recall recent decisions so memory updates do not contradict already-stored lessons.
Trust gates:
- Prefer source-linked, non-superseded, high-confidence memories.
- Treat heartwood as durable only when source evidence or user confirmation supports it.
- Re-read source files, tests, explicit user instructions, DOX contracts, or Revolve evidence when memory conflicts with current sources.
- Do not treat sensitive or hidden-by-default memory as ordinary recall context.
Write gates:
- Remember only durable decisions, validated lessons, reusable warnings, corrections, future seeds, and evidence-backed outcomes.
- Reject transient planning chatter, duplicate wording, tool noise, and unsupported claims.
- Require evidence refs for promoted or rejected evaluated outcomes.
- Require user confirmation before creating or promoting broad cross-project heartwood.
Ring Selection
Use these rings:
cambium: active or recent task contextouter: recent decisions and task lessonsinner: older compressed project knowledgeheartwood: durable, high-confidence truths and user preferencesscar: important negative memory, failures, regressions, rejected approaches, and warningsseed: unresolved ideas, hypotheses, follow-ups, and future work
Do not promote to heartwood from weak evidence. Prefer outer or seed unless the user confirms durability or the evidence is strong.
Event Types
Prefer specific event types:
user_preferencedecisionlessonwarningcorrectionfile_changetool_resultsummaryhypothesis
If a host integration has stricter event type names, use the closest local equivalent.
What Not To Store
Do not store:
- secrets
- credentials
- tokens
- private keys
- raw chain-of-thought
- temporary scratchpad notes
- unverified claims as durable truth
- private health, financial, legal, or personal identifier details without explicit user instruction
- copyrighted source text beyond short allowed snippets
If a useful memory contains sensitive material, store a redacted summary with enough context to be useful.
Source And Scope
Set project and scope deliberately:
- use project scope for repo-specific rules, decisions, warnings, and lessons
- use agent scope for agent-partitioned behavior and always set
agent_profile - use workflow scope for one coordinated fan-out/fan-in and always set
workflow_id - use session scope for one execution attempt and always set
session_id - use global scope only for durable user preferences or cross-project guidance
- include source references such as file paths, issue ids, PR ids, run ids, or docs paths
- use
tree-ring evidence ... --evidence-ref <ref>for evaluated outcomes - use
tree-ring dox syncfor conciseAGENTS.mdsummaries - use
tree-ring revolve syncfor promoted, rejected, deferred, or observed evaluation records - use
tree-ring integrations scanbefore configuring a new agent harness
Memory does not replace source documents. If a repo has AGENTS.md, project docs, tests, architectural records, or host-specific instruction files, read those sources directly and treat them as authoritative.
When DOX or Revolve source records change, re-run the matching sync adapter with
--dry-run, inspect the generated memories, then run the write command only
when the summaries are useful and source-linked.
Multi-Agent Coordination
For workers sharing one local Tree Ring root, give every write explicit
coordination metadata:
tree-ring --root .tree-ring remember "Worker validated the storage boundary." \
--event-type lesson \
--scope agent \
--project example-service \
--agent-profile worker-storage \
--workflow-id release-readiness \
--session-id attempt-1 \
--operation-id validate-storage-v1 \
--source-ref runs/release-readiness/worker-storage.json
Use a unique agent_profile per worker, one shared workflow_id for the
fan-out/fan-in, one session_id for each genuine execution attempt, and a stable
unique operation_id for each logical write. An exact retry reuses both the
original session ID and operation ID; changing only the session is a conflicting
reuse. Start a new session and use new operation IDs only for a genuinely new
attempt. Exact retries with the same operation metadata and payload return the
original memory. Reusing that operation key for a different payload fails
closed. Replacing a stored memory keeps its old operation namespace claimed.
Redaction also tombstones the memory ID; only an explicit hard delete releases
those claims.
At fan-in, recall the shared workflow and session without an agent-profile
filter, inspect the source refs, then write a source-linked workflow or project
summary:
tree-ring --root .tree-ring recall "release readiness" \
--project example-service \
--workflow-id release-readiness \
--session-id attempt-1 \
--scope agent
TREE_RING_AGENT_PROFILE, TREE_RING_WORKFLOW_ID, and
TREE_RING_SESSION_ID provide the same defaults as their CLI flags. Do not
leave an agent-profile environment filter set when the coordinator intends to
recall every worker.
This shared-root pattern is for concurrent processes on one host using a local
filesystem. It is not a distributed lock service and does not claim safe
cross-host or NFS operation. Scope and identity fields remain routing metadata,
not a read ACL; a same-user coordinator can recall across profiles. Use
per-host stores plus an explicit, evidence-preserving fan-in process when work
spans hosts.
Coordinated Write Policy
Stores default to backward-compatible Open mode. For a shared root where only a
designated coordinator should publish or mutate shared memory, enable the
optional Coordinated policy:
tree-ring --root .tree-ring policy enable --coordinator release-coordinator
# Set and export TREE_RING_COORDINATOR_TOKEN with a history-safe, no-echo prompt
# supported by your shell, or inject it through an approved secret manager.
tree-ring --root .tree-ring policy status
tree-ring --root .tree-ring policy audit --limit 100
Enable prints the capability once. Put it only in
TREE_RING_COORDINATOR_TOKEN; never pass it as a CLI flag or place it in a
memory, log, source ref, transcript, or committed file. Tree Ring stores only a
hash. policy status and policy audit are read-only and do not reveal the
capability. Do not paste it into an export command; use a history-safe,
no-echo prompt supported by the current shell or approved secret-manager
injection. Inject it only into coordinator processes, and launch every ordinary
worker with TREE_RING_COORDINATOR_TOKEN unset so fan-out does not inherit
coordinator authority.
In Coordinated mode, an ordinary worker may only create non-heartwood
scope=agent memory whose agent_profile matches its write context. Supply the
same identity with --agent-profile <worker> or
TREE_RING_AGENT_PROFILE=<worker>. A coordinator capability is required for:
- project, global, workflow, session, or other shared/non-agent writes
- heartwood creation or promotion
- JSONL import and persisted DOX/Revolve sync
- persisted consolidation
- ring changes and supersede/delete/redact lifecycle operations
- maintenance with apply or repair flags
Recall, export, policy status/audit, adapter dry-runs, consolidation dry-runs,
and report-only maintenance remain read-only. In the TUI, start with
--agent-profile <worker> (or TREE_RING_AGENT_PROFILE) so /remember
defaults to agent scope. TUI promote/scar/seed, supersede, forget/redact, and
persisted consolidation actions require TREE_RING_COORDINATOR_TOKEN.
Rotate the capability while the current one is exported, then immediately
replace the environment value with the newly printed capability:
tree-ring --root .tree-ring policy rotate --coordinator release-coordinator-next
# Replace TREE_RING_COORDINATOR_TOKEN through the same history-safe, no-echo
# input path before using the new capability.
tree-ring --root .tree-ring policy disable
unset TREE_RING_COORDINATOR_TOKEN
Rotation invalidates the old capability. Disabling returns the store to Open
mode and also requires the current capability.
This is operational write authorization enforced by official Rust/CLI store
paths. It is not a read ACL, an operating-system security boundary, or
protection from an adversary who controls the local database files or process
environment.
Before opening an existing store with v0.13/schema v3, stop every Tree Ring
process, checkpoint and back up the database, and upgrade every CLI, plugin, and
bundled worker. Do not reopen the upgraded root with v0.12: schema v3 fences
memory inserts, updates, and deletes from old writers, and all mixed-version
operation is unsupported. Roll back only by stopping all processes and
restoring the pre-upgrade backup.
Agent-Mediated Updates
Tree Ring Memory does not autonomously scrape chats or write durable memory in
the background. The active agent is responsible for deciding when a Tree Ring
command is warranted, then calling the CLI deliberately.
Repository lifecycle integrations register exactly SessionStart,
SubagentStart, Stop, and SubagentStop. Start events perform bounded recall.
Each stop event enforces one synchronous, agent-mediated memory checkpoint. The
hook parser uses stable harness identity and project fields only; it never
inspects or persists transcript_path, last_assistant_message, prompts, or
transcript content. It does not register a prompt, tool, or SessionEnd hook.
At the checkpoint, evaluate the grounded work already in your context. If there
are no durable candidates, finish without a memory write. For up to three
concise candidates that are durable, source-grounded, and normal sensitivity,
automatically run the exact strict tree-ring capture command template supplied
by the lifecycle handler. Do not edit its project, agent, workflow, session,
checkpoint, operation, or source identity fields. Strict capture fixes
scope=agent, adds the automatic-capture tag, and rejects sensitive content.
Never substitute remember, evidence, an import, or a transcript summary for
that checkpoint command.
Use bridge files only to discover Tree Ring and its command reference:
- project-level bridges should point to
.tree-ring/SKILL.mdand
.tree-ring/CLI.md
- global bridges should be treated as opt-in user configuration
- TUI event-stream pulses are display signals, not durable memories
Before writing memory, verify the lesson is durable, useful, privacy-safe, and
grounded in user instruction or source evidence.
Forgetting And Correction
If memory is wrong, private, stale, or superseded:
- redact it when the durable shape is useful but details are unsafe
- delete it when it should not be retained
- supersede it when a newer decision replaces it
- prefer explicit reasons for every forget operation
In Coordinated mode these lifecycle writes require the coordinator capability.
Treat redaction as monotonic. Do not try to restore a redacted ID through
replacement import; create a new reviewed memory only if the user deliberately
reintroduces safe content.
Never keep known-wrong memory merely because it was previously recalled.
Closeout Habit
At the end of meaningful work, or when a stop hook requests the single
agent-mediated checkpoint, ask:
- What did we decide?
- What did we learn?
- What should future agents avoid repeating?
- Did the user state a durable preference?
- Is there a future seed worth revisiting?
- Is any memory sensitive and better left unstored?
Only remember the answers that will materially improve future work and pass the
normal-sensitivity gate. During a lifecycle checkpoint, use only the supplied
strict tree-ring capture template.
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plugins/TerminallyLazy/tree-ring-memory-codex-plugin/skills/tree-ring-memory/SKILL.md