Files
Rohit Ghumare 696cf7abb8 feat: recall quality, provenance, keyless graph, and connector parity (#1205)
* fix: prompt dedup, double summarize, docker-mode stop, hermetic tests

- observe: hash the hook payload when tool_input is absent so prompt_submit,
  notification, and lifecycle events dedup on content instead of collapsing
  onto one shared key that silently dropped every prompt after the first in
  a TTL window (#1173)
- stop hook: drop the direct /agentmemory/summarize POST; /session/end
  already fans out event::session::stopped which runs mem::summarize, so
  every Stop dispatched two full summarizes (#1203)
- cli: refuse to adopt or signal Docker/VM port holders (com.docker.backend,
  vpnkit, colima, ...) as the native engine unless --force; scope Docker-mode
  teardown to agentmemory's own compose services via rm -s -f instead of an
  unscoped down; reap the native worker before Docker teardown instead of
  deleting worker.pid with the process still running (#1151)
- tests: isolate HOME/USERPROFILE for the whole vitest run so suites stop
  reading the developer's real ~/.agentmemory/.env (#1178)

* fix(viewer): live stream port discovery, fresh tab data, honest states

- resolve the stream WebSocket target from /agentmemory/livez (new
  streamsPort field) instead of viewerPort-1 arithmetic, which pointed at
  the wrong server whenever the viewer bound a fallback port and silently
  degraded live updates to 10s polling — verified reaching 'live' on the
  fallback-port case
- refetch tab data on every tab entry; the loaded-once cache meant a
  memory saved by the agent never appeared until a hard browser reload
  (loading placeholders now render only on first load, so background
  refreshes don't flash)
- memories: rows expand on click/Enter to the full stored record —
  content, id, project, created, supersedes, files — plus a collapsible
  raw JSON view
- graph: a 503 with the structured disabled body renders 'Knowledge
  graph is off' with the enableHow text and docs link instead of a
  'query failed / Retry' error that sends users to server logs
- sessions: cards get role=button, tabindex, Enter/Space activation, and
  the detail panel scrolls into view on select; session ids truncate
  head…tail so the distinguishing suffix stays visible
- style search inputs and toolbar buttons on lessons/actions/crystals/
  replay (previously bare native controls); horizontal scroll containment
  for narrow viewports
- demo: only print the semantic-recall success notice when the search
  actually hit; on 0 hits explain the missing embedding key instead

* fix: thread agentId/project through save paths, per-session OpenCode scope

- REST /agentmemory/remember accepts and forwards agentId to mem::remember;
  it previously dropped the field so per-request multi-agent scoping was
  impossible over REST (#1159)
- memoryToObservation() carries the memory's agentId into the search-index
  shape; dropping it made every memory invisible to agent-scoped search
  (#1160)
- MCP memory_save path: the tool schema now exposes agentId, the in-worker
  MCP server forwards it, and the standalone stdio package parses and
  forwards both agentId and project — the stdio pipeline previously dropped
  project even though its schema advertised it (#1197)
- opencode plugin: project/cwd attribution is per-session (resolved from
  the session's own directory at session.created, pruned on session end)
  instead of module-level state that recorded every session in a
  multi-directory OpenCode process under whichever repo loaded the plugin
  first (#1188)

Live-verified: memory saved with agentId=agent-alpha is returned by
smart-search for agent-alpha and hidden from agent-beta.

* feat: hybrid recall everywhere, indexed lessons, provenance, recall hygiene

- mem::search ranks through the full BM25+vector+graph fusion when the
  vector index is populated (injected post-boot via setHybridRanker);
  the primary recall surface was keyword-only while only smart-search
  got hybrid ranking
- fusion weights normalize per item over the streams that actually
  ranked it, with a small explicit cross-stream agreement bonus; the
  old every-enabled-stream denominator permanently penalized
  single-stream hits (the graph stream is empty on default installs).
  Result order is now deterministic (score, best rank, id)
- lessons get a dedicated in-memory BM25 index built lazily from one KV
  list and maintained incrementally on save/delete/decay; recall
  previously listed and substring-scanned the whole corpus per query.
  Confidence x recency composite scoring is unchanged
- mem::remember finds supersession candidates through the search index
  (top-50) instead of walking every memory per save, with a full-scan
  fallback while the index is cold; near-miss similarity (0.4-0.7)
  is reported back as an advisory similarTo hint
- superseded memory versions leave the BM25 and vector indexes; the
  version chain stays in KV for history, but recall no longer returns
  an outdated fact as if current
- every observation and memory now carries an immutable origin block
  (channel: user|agent|tool|import|shared, detail, capturedAt) stamped
  at capture, save, and import, and inherited through both compression
  paths — the base for trust-aware retrieval and ingest screening
- regression tests: supersede index removal, similarTo hint,
  index-backed candidate discovery, lesson index recall/lazy
  rebuild/delete

* feat(viewer): two-pane sessions, navigable dashboard, motion and copy polish

- sessions: list + sticky detail panel side by side above 1100px (the
  detail previously rendered below the whole list, off-screen on any
  real corpus); selected/hover/active states with reserved left border
  so selection doesn't shift layout
- dashboard stat cards for sessions/memories/lessons/crystals/graph
  navigate to their tabs (click or Enter), with hover affordance
- observation subtitles that are raw serialized tool input now display
  the meaningful field (file path, command, pattern, url) instead of a
  JSON blob
- expanded memory rows show the new origin provenance (channel + detail)
- motion: 160ms view entrance, live-badge pulse, both gated behind
  prefers-reduced-motion; tabular numerals in tables
- mobile: header stops wrapping the dateline into the badge row
- lessons/crystals empty-state copy aligned with the header definitions
  (each concept was described two conflicting ways)

* refactor: cleanup pass over the branch diff

- shared test mocks: the three new test files use test/helpers/mocks
  (extended with update, store access, and an opt-in loose trigger)
  instead of three diverging inline copies
- lessons: record cache beside the index takes recall to zero KV
  round-trips (was up to 50 gets per call); the observation adapter
  moved next to memoryToObservation so both record kinds thread new
  fields in one place; dead reset export removed
- mem::search hybrid path carries the observations the ranker already
  loaded instead of refetching every result (halves KV I/O on the
  primary recall path); remember's candidate lookup skips ids that
  cannot resolve as memories and fails open to a full scan
- fusion: derived tiebreak field no longer rides along past the sort;
  comment trimmed to the non-obvious history
- cli: engine identity is a positive check (only the iii binary may be
  adopted or signaled; unknown port holders are refused, not just known
  VM names); worker reap extracted to one helper; demo notice picks its
  branch from a hoisted count
- api: livez and health share one instanceInfo source (health now
  reports streamsPort too) computed once at boot instead of rebuilding
  the merged env per request
- provenance: one importOrigin factory encodes the keep-or-mark rule at
  all three import sites
- opencode plugin: project resolution memoized per directory (was a
  blocking git subprocess per session event); session.created uses the
  entry it just built
- observe: origin channel derived from a named hook set, no nested
  ternary
- viewer: toolbar buttons merged into the .btn rules, one 720px media
  block, generic keyboard activation for role-carrying cards,
  scroll-into-view only on the stacked layout, 5s freshness gate on tab
  refetch (replay stays fetch-once, reason documented), subtitle
  humanizer covers the capture-side key variants

* feat(viewer): clarity pass and ambient refresh

- health notes/alerts translate their machine slugs into sentences
  (memory_heap_tight_93%_rss111mb reads as heap usage with context)
- lessons rows expand to full detail: rule, why-learned context, tags,
  learned/last-confirmed times, source sessions, raw record; column
  headers carry title hints for confidence and uses
- actions tab gets the same intro card as the other tabs (status flow
  and frontier explained on the populated view, not just when empty)
- timeline defaults to the session with the most observations instead
  of the newest, which was often a sparse just-started session
- consolidation status and top-concepts zero states explain what fills
  them and which flags gate it
- ambient background: the static dot grid becomes a slowly drifting
  ordered-dither field (quarter-res canvas, ~12fps, static frame under
  prefers-reduced-motion, theme-aware)
- dark theme: layered near-black surfaces, hairline borders, softened
  accent — replaces the flat gray borders

* feat(website): reskin on the near-black token system

- neutral token foundation in globals.css: canvas/canvas-soft/card
  surfaces, hairline borders, ink/body/mute text scale, one warm accent
  used sparingly, 8px card radius + pill buttons, focus-visible rings
- Inter display at weight 400 with tight tracking; mono uppercase
  eyebrows and captions; sentence-case body (case normalization only,
  no copy changes)
- hero: two-tone lowercase wordmark, install command as a soft input
  card, ambient drifting dot field capped at 0.12 alpha with a static
  frame under prefers-reduced-motion
- sections rebuilt on the card recipe: quiet background-shift hovers,
  hairline data table for the comparison, segmented tabs with polarity
  flip, per-vendor accent colors stripped from agent cards
- fixed two latent token misuses that resolved to nothing
- build green: 5/5 static pages, TypeScript clean

* fix(viewer): make the graph tab legible without edges

- nodes anchor to per-type cluster centers (captioned on the canvas)
  whenever relations are sparse; a pure force layout with no edges was
  an unlabeled scatter. Edge springs take over as real relations arrive
- labels always render on graphs of 30 or fewer visible nodes instead
  of only past a zoom threshold
- sidebar explains the entities-without-relations state and what
  produces edges; static legend removed (the type filter already
  carries color and shape)

* fix(viewer): graph readability on sparse data

- hover focus-fade only engages when the graph has edges; with none it
  faded every other node and suppressed all labels
- cluster anchor pull reduced and initial scatter widened so type
  groups spread instead of collapsing into blobs
- minimum node radius raised for degree-zero nodes; cluster captions
  offset above their groups

* fix(viewer): graph fits the view; site copy grounded in the repo

viewer graph:
- container height leaves room for the footer instead of running under it
- one-shot auto-fit zooms and pans to the node bounds once the layout
  settles, so first paint is framed instead of adrift
- cluster captions and small-graph labels hide below readable zoom

website copy (full pass, technical register):
- every unverifiable number removed: benchmark percentages, latency
  claims, press strip, testimonials, invented terminal output; the
  comparison table usage dropped rather than shipping stale competitor
  figures
- remaining stats are build-derived (54 MCP tools, 130 REST endpoints,
  12 hooks, 1619 tests) or live from the GitHub API (stars)
- feature copy corrected against src behavior: consolidation, graph
  extraction, and LLM compression activate with a provider key;
  provider list completed; install step numbering fixed
- release-branch capabilities surfaced: agent-scoped save and recall,
  write-time provenance channels, hybrid ranking on the primary recall
  path, indexed lessons, near-duplicate save hints, superseded-version
  recall hygiene, JSONL import deriving crystals and lessons
- em-dashes and slop phrasing removed throughout

* fix: restore featured strip, label collision avoidance, optional no-think

- website: FeaturedIn strip returns to the hero (its claims are the
  project's own credentials); rest of the grounded-copy pass unchanged
- viewer graph: canvas cluster captions removed and labels place
  greedily into free space (selected/hovered always win), so zoomed-out
  views degrade to fewer labels instead of overlapping pills
- graph extraction: AGENTMEMORY_LLM_NOTHINK=1 opt-in asks local
  reasoning models to skip their hidden thinking pass (several times
  faster, slight quality tradeoff); documented in .env.example, default
  behavior unchanged

* feat(website): testimonials return, OpenCode joins the featured connectors

- Testimonials section restored after LiveTerminal (launch-thread
  quotes are the project's own record)
- OpenCode promoted from the marquee to the featured grid: it ships a
  native capture plugin with per-session project attribution; fills the
  empty eighth slot
- full connector roster verified against src/cli/connect (18 dedicated
  adapters all present: featured grid + marquee)

* fix(viewer): official icon as the favicon (was a text placeholder)

* test(viewer): favicon assertion checks the served SVG, not a hex value

* test(viewer): favicon checks assert served SVG shape, not old artwork

* docs: readme grounded in source, changelog entry, env example consistency

* revert(website): restore measured benchmark claims and comparison table

The retrieval recall and token reduction figures are the project's own
measurements and its adoption story; earlier scrubbing was over-strict.
Backing them with a published run of the eval harness stays on the
roadmap.

* fix(website): drop the orphaned pause control on the hero field

The old animated constellation earned a pause button; the subtle dither
field does not, and prefers-reduced-motion already renders it static.

* fix(website): official OpenCode brand mark on the featured card

* chore: bump provider default models to current generations

OpenAI gpt-4o-mini to gpt-5.6-luna, Anthropic claude-sonnet-4-20250514 to claude-sonnet-5, Gemini gemini-2.5-flash to gemini-3.7-flash, MiniMax M2.7 to M3, OpenRouter default to anthropic/claude-sonnet-5. Premium cost warning matches the Sol tier; cheap-model hints lead with deepseek/deepseek-v4-flash-0731. README local picks move to qwen3 / gpt-oss / deepseek-r1 with a NOTHINK callout; cost table refreshed with verified OpenRouter list prices. Embedding defaults unchanged.

* feat: keyless heuristic graph extraction with LLM enrichment optional

Entities and co-occurrence do not need a language model: files and concepts on compressed observations already name the nodes, and appearing in the same observation is an edge. mem::graph-extract now always runs this deterministic pass, so the graph populates for keyless installs; the LLM pass layers typed relations on top only when GRAPH_EXTRACTION_ENABLED is set and a real provider exists. Session end fires extraction unconditionally.

* feat: DeepSeek Harness connector via home-level cordis patch layer

agentmemory connect dsh appends an @deepseek-ai/dsh-mcp-client row to DSH_HOME/cordis.patch.yml (default ~/.dsh), the machine-local patch layer every Harness profile loads, so the MCP tools register as mcp__agentmemory__* before the first turn. Idempotent, --force replaces the row, dry-run supported. Config shape verified against the mcp-client README and publish docs in deepseek-ai/deepseek-harness. Website agents grid and README connector table updated.

* feat: dsh --with-hooks auto-capture via Harness Claude Code bridge

DeepSeek Harness ships a first-party @deepseek-ai/dsh-hooks-claude-code plugin that runs Claude Code shaped command hooks on the harness's own interception points. connect dsh --with-hooks writes the bundled hook manifest (absolute script paths, reusing the codex-hooks merge engine) to DSH_HOME/agentmemory.hooks.json and appends a second patch row pointing the bridge at it. Auto-capture on SessionStart, UserPromptSubmit, PreToolUse, PostToolUse, Stop; PreCompact is outside the bridge subset and skipped. Adapter recategorized native. MCP-only installs never touch the hooks row; --force replaces both.

* feat(pi): automated connect install into pi's auto-discovery dir

connect pi was a stub printing manual copy steps because integrations/ never shipped in the npm package. The extension source now ships (integrations/pi/ in files), and the adapter copies index.ts + security.ts into ~/.pi/agent/extensions/agentmemory/, which pi auto-discovers with no settings.json edit; /reload picks it up live. Idempotent by content compare, stale copies refresh with a backup, dry-run supported. integrations/pi is also a private local pi package (pi-package keyword, pi.extensions manifest limited to index.ts so security.ts is not loaded as its own extension, peer deps on the pi core packages) so pi install ./integrations/pi works from a checkout; never published to npm. Type import moved to @earendil-works/pi-coding-agent (upstream rename).

* fix(codex): warn that hooks need one-time TUI trust approval

Codex executes only hooks with a recorded trusted_hash in config.toml, and the Hooks-need-review approval prompt appears only in the interactive TUI. A codex exec-only workflow therefore never runs freshly installed hooks and gets no signal why. connect codex --with-hooks now warns to launch codex once and choose Trust all, and to re-approve after upgrades since the refreshed absolute paths change the hash. Verified live on codex 0.147.0: before trust, exec dispatched nothing for agentmemory hooks; after TUI approval, SessionStart and UserPromptSubmit fired and the observation landed in the daemon.

* feat(pi): capture parity for the pi extension

Session registration on session_start (ordered after the health check so it fires on the first session of a fresh process), prompt capture with client-side dedup and user-channel provenance, per-tool observations from tool_result with AGENTMEMORY_TOOL_OBSERVE=0 opt-out, turn slices raised to 8000, memory_save scoped to the current project, session end plus one consolidate run on real quit only (no client summarize: session/end already fans out the summary), health accepts status ok, and refreshStatus binds the status setter before awaiting so a session replacement mid-check cannot throw a stale-context error. Live-verified on pi 0.84.2 with a local model: prompt and turn observations landed and the session closed as completed on quit.

* chore: regenerate skill reference docs

npm run skills:gen after the adapter, env, and tool changes: 20 adapters including dsh, refreshed env defaults, tool listing.

* refactor: trim oversized comments to constraint one-liners

Connector and extension comments compressed to the constraints the code cannot show; narrative headers, source citations, and restated behavior removed.

* docs(changelog): fold unreleased into the 0.9.29 release section

This branch ships as 0.9.29 (npm latest is 0.9.28; the previous 0.9.29 section was prepped but never published). One section, dated 2026-08-15, upgrade notes preserved, all 44 bullets intact.

* docs(readme): interactive-first install, dedupe, refresh stale counts

Install leads with npx and the first-run wizard (agent multi-select, provider pick, global-install offer) instead of six manual commands; Windows, EACCES, npx-cache, and iii-pin notes collapse into details blocks. Quick Start drops the duplicated install prose for an everyday-commands list. Nav drops the redundant iii Console link. Gist badge updated to the live 1.6k stars / 230 forks; test count pill and alt text updated to 1,648.

* fix: apply review round — ranking, indexes, lifecycle, connectors

Hybrid scoring normalizes once per query by the best attainable weighted score over streams that produced results, so configured stream weights survive single-stream hits; expansion merge gets the same deterministic tie-break. Graph functions register unconditionally (keyless installs previously fired mem::graph-extract at an unregistered function every session end) and the trigger goes through fireVoid; heuristic edges accumulate observation provenance for repeated pairs instead of dropping it. Supersession candidate search waits for the memory index walk (new isMemoryIndexReady signal) instead of trusting idx.size, and mem::search falls back to keyword search when the hybrid ranker throws. Lesson recall over-fetches under project/confidence filters, refreshes the index entry when reinforcement changes indexed text, and resetLessonIndex clears the cache after import and replay write lessons directly. Observe preserves primitive payloads in the dedup key so distinct prompts never collapse (regression test added). pi extension dedups prompts per session and passes project on both smart-search calls. dsh reads a corrupt hooks manifest as absent via readJsonSafe; pi install returns skipped instead of throwing when the bundled source is missing; both use the shared writeTextAtomic. Docker-mode stop clears each pidfile/state only after its shutdown succeeded and matches compose services at any indentation. Viewer livez fetch gets a 5s timeout. opencode session.deleted prunes through pruneSessionMaps (was leaking sessionProjects). MiniMax MAX_TOKENS doc says the real 4096 default. README MCP catalog: base-tools table completed to the registry's 14, the 8-tool core mode and 7-tool standalone fallback distinguished, two missing resources listed. Tests restore env vars without writing the string undefined, similarTo assertions are unconditional, vitest test home is unique per run, website meta regenerated, deprecated word-break replaced.

* docs: competitors refreshed — TencentDB Agent Memory column, entrants

TencentDB Agent Memory (TencentCloud OSS, May 2026, 22K stars) gets a full column: team memory hub captured through an LLM proxy, four asset types, PersonaMem 76% self-reported, Docker Core+Hub+Proxy stack. Stale star counts refreshed against the live API (mem0 58K to 63K, Letta 24K, Khoj 36K, supermemory 29K). A newer-entrants table covers Zep/Graphiti, Cognee, LangMem, Cloudflare Agent Memory, and Memobase, with matching choose-if sections in benchmark/COMPARISON.md. Section badge subtitle updated.

* fix: lesson index build races, rebuild ready flag, pi file backups

* docs: drop competitor links from README

* Update README.md
2026-08-15 20:37:12 +01:00
..

OpenCode  agentmemory for OpenCode

Your OpenCode agents remember everything. No more re-explaining.
Persistent cross-session memory via agentmemory — 95.2% retrieval accuracy on LongMemEval-S.

54 MCP tools 22 hooks 2 slash commands 95.2% R@5


Quick start

1. Start the agentmemory server

npx @agentmemory/agentmemory

The server starts on http://localhost:3111.

2. Configure the MCP server

Add to ~/.config/opencode/opencode.json or your project's .opencode/opencode.json:

{
  "mcp": {
    "agentmemory": {
      "type": "local",
      "command": ["npx", "-y", "@agentmemory/mcp"],
      "enabled": true
    }
  }
}

3. Install the plugin

Add to ~/.config/opencode/opencode.json:

{
  "plugin": ["./plugins/agentmemory-capture.ts"]
}

Copy the plugin file from this repo:

mkdir -p ~/.config/opencode/plugins
cp plugin/opencode/agentmemory-capture.ts ~/.config/opencode/plugins/

4. Add the slash commands

Copy the commands into your project or global .opencode/commands/ directory:

mkdir -p ~/.config/opencode/commands
cp plugin/opencode/commands/recall.md ~/.config/opencode/commands/
cp plugin/opencode/commands/remember.md ~/.config/opencode/commands/

Restart OpenCode or open a new session. The plugin auto-captures everything.

What gets captured

Session lifecycle

Event Hook agentmemory API
Session start session.created POST /session/start
Idle → summarize session.idle + session.status (idle) POST /summarize
Status transitions session.status (idle/busy/retry) POST /observe
Compaction session.compacted POST /summarize + POST /observe
Metadata updates session.updated POST /observe
Code change tracking session.diff POST /observe
Session delete session.deleted POST /session/end
Session error session.error POST /observe

Messages & prompts

Event Hook agentmemory API
User prompt (rich) chat.message POST /observe
User prompt metadata message.updated (user) POST /observe
Assistant response message.updated (assistant) POST /observe
Message removed (undo) message.removed POST /observe

Parts & steps

Event Hook agentmemory API
Subagent start message.part.updated (subtask) POST /observe
Tool completed message.part.updated (tool completed) POST /observe
Tool error message.part.updated (tool error) POST /observe
Step finish (cost/tokens) message.part.updated (step-finish) POST /observe
Reasoning trace message.part.updated (reasoning) POST /observe
Patch applied message.part.updated (patch) POST /observe
Auto/manual compaction message.part.updated (compaction) POST /observe
Agent selection message.part.updated (agent) POST /observe
API retry message.part.updated (retry) POST /observe

File enrichment pipeline

Event Hook agentmemory API
File tool params tool.execute.before → stash paths
File edited file.edited → stash paths
File part attached message.part.updated (file) → stash paths
Enrichment inject experimental.chat.system.transform POST /enrich → output.system[]
Memory context inject experimental.chat.system.transform POST /context → output.system[]

Permissions

Event Hook agentmemory API
Permission prompt permission.updated POST /observe
Permission reply permission.replied POST /observe

Tasks & commands

Event Hook agentmemory API
Task tracking (w/ priority) todo.updated POST /observe
Command executed command.executed POST /observe

Model & config

Event Hook agentmemory API
LLM parameters chat.params POST /observe
Config loaded config POST /observe
Compaction (WIP) experimental.session.compacting POST /context → output.context[]

File enrichment + memory injection (two-layer pipeline)

experimental.chat.system.transform fires before every LLM call and injects two layers of context:

  1. Memory context (once per session): calls /agentmemory/context and injects project profile, recent session summaries, and important past observations into the system prompt. This is the OpenCode equivalent of Claude's MEMORY.md bridge — instead of syncing to a markdown file, context is injected directly into the system prompt.

  2. File enrichment (every turn with stashed files): calls /agentmemory/enrich with files stashed by tool.execute.before, file.edited, and message.part.updated (file parts). File-specific context (past observations, related bugs, semantic search) is injected into the system prompt.

System prompt = [OpenCode instructions] + [memory context] + [file enrichment] + [user message]
                                        ^                 ^
                               first turn only         every file-touching turn

Differences from Claude's PreToolUse:

Dimension Claude (PreToolUse) OpenCode (two-hop pipeline)
Injection mechanism stdout → context window output.system[] → system prompt
Timing Same turn (parallel with tool) Next turn (before next LLM call)
File set Per-tool (immediate) Batched (all files since last enrichment)
Coverage Edit/Write/Read/Glob/Grep only Edit/Write/Read/Glob/Grep only
What gets injected <agentmemory-file-context> + bug memories Identical /enrich response

MEMORY.md vs AGENTS.md: how context flows

Claude Code and OpenCode take fundamentally different approaches to injecting memory context into the agent's system prompt.

Claude Code: file-backed bridge (two-hop)

agentmemory  ──write──▶  MEMORY.md  ──read──▶  Claude system prompt
  • The claude-bridge/sync endpoint serializes agentmemory observations into a MEMORY.md file in the project root
  • Claude Code reads MEMORY.md on session start and prepends it to the system prompt
  • Sync is periodic — sessions only get fresh context when the bridge last ran (session end, pre-compact)
  • Coupling: memory data lives in a git-trackable file, visible to CI, team members, and other tools

OpenCode: direct injection (one-hop)

agentmemory  ──push──▶  OpenCode system prompt
  • experimental.chat.system.transform calls /context at runtime and pushes the response directly into output.system[]
  • Always current — context is fetched at session start (once) and before file-touching turns (per-batch)
  • No file intermediary — no stale copies, no merge conflicts, no disk I/O
  • AGENTS.md is a static instruction file for project conventions, coding standards, and tool guidance — agentmemory does not read or write it

Tradeoffs

Dimension Claude (MEMORY.md bridge) OpenCode (direct injection)
Freshness Stale between syncs Always current (fetched at call time)
Visibility Human-readable file in repo In-memory injection only
Simplicity Two moving parts (bridge + file) One step (API → system prompt)
Team sharing File is git-trackable, CI-friendly Memory shared via agentmemory server API
Integration Any tool can read MEMORY.md Requires OpenCode plugin SDK

Why OpenCode goes direct

agentmemory already persists everything in SQLite (data/state_store.db). Adding an intermediate MEMORY.md file would duplicate data, introduce sync lag, and require the model to re-parse structured context from markdown. Direct injection delivers the same data with lower latency and zero staleness — the agent always sees what agentmemory knows right now.

Slash commands

  • /recall <query> — Search past observations and lessons
  • /remember <text> — Save an insight to long-term memory

Session instruction injection

Agentmemory usage instructions are injected into the system prompt on the first turn of every session via experimental.chat.system.transform (alongside memory context from /context). This is functionally equivalent to Claude Code's skills mechanism — the agent learns which agentmemory_memory_* tools to use and when, without needing separate skill invocations.

What's not covered (vs Claude Code plugin)

Claude feature Reason
SubagentStop OpenCode's SubtaskPart type has no completion/result fields; subtask lifecycle ends are not exposed as distinct events in the OpenCode SDK
TaskCompleted No team/teammate concept in OpenCode; todo.updated captures task state changes as a partial equivalent
Stop session.compacted event handler exists; experimental.session.compacting injection hook defined in SDK but Go binary (v1.14.41) doesn't wire it — will auto-activate when upstream implements it
Skills (remember/recall/forget/session-history) Covered by injected system instructions via experimental.chat.system.transform — agent receives usage guidance on first turn
Consolidation pipeline (crystals/auto + consolidate-pipeline) Now called on session.deleted — mirrors Claude's CONSOLIDATION_ENABLED=true behavior
Claude MEMORY.md bridge OpenCode-specific; OpenCode uses its own AGENTS.md mechanism, not Claude's MEMORY.md

All other Claude Code hooks have direct or pipeline equivalents in this plugin. 12 of 12 Claude hook types covered.