Agent Memory - Full Reference

This skill provides complete documentation for the

agent-memory

Setup

The agent-memory CLI must be installed and accessible:

# Check if installed
agent-memory --version

# If not in PATH, activate it
source ~/.agent-memory/bin/activate-memory

Memory Scopes (Three-Scope Model)

--groups

Commands

Save a Memory

# Save to current project (default scope)
agent-memory save "authentication uses JWT tokens stored in httpOnly cookies"

# Save with group scope (visible to projects using --groups=backend)
agent-memory save --group=backend "API versioning pattern for all services"

# Save globally (visible to all projects always)
agent-memory save --global "user prefers functional components over classes"

# Save and pin (always loaded at startup)
agent-memory save --pin "CRITICAL: never modify the legacy payment module"

# Save with explicit category
agent-memory save --category=decision "rejected Redux, using Zustand instead"

# Save with structured metadata (repeatable --meta key=value)
agent-memory save --meta rationale="simpler API" --meta alternatives="Redux,MobX" \
  --category=decision "Using Zustand for state management"

# Save an error-fix pattern with metadata
agent-memory save --meta error="ECONNREFUSED on port 6379" --meta root_cause="Redis not running" \
  "Fix ECONNREFUSED in tests: run 'docker compose up redis' before test suite"

--meta

--meta

Search Memories

# Semantic search (if enabled)
agent-memory search "how does authentication work"

# With stricter threshold
agent-memory search "auth" --threshold=0.8

# Include global memories
agent-memory search "coding style" --global

# Include group memories (works from any directory)
agent-memory search "api pattern" --group=backend-team

# Search across all projects (user visibility only)
agent-memory search "api pattern" --all-projects

List Memories

# List project memories
agent-memory list

# List only pinned memories
agent-memory list --pinned

# List by category
agent-memory list --category=decision

# List global memories only
agent-memory list --global

# List global + group-scoped memories
agent-memory list --global --include-group-owned

# List group-scoped memories only
agent-memory list --group-owned

# List memories owned by a specific group
agent-memory list --owned-by=backend-team

# List memories by group name (works from any directory)
agent-memory list --group=backend-team
agent-memory list --group=all  # all groups

# List from all projects (user visibility only)
agent-memory list --all-projects

Quick Group Access

View group info and memories quickly from anywhere:

# Quick view of group info + its memories
agent-memory groups backend-team

# View all group memories
agent-memory groups all

# Pinned only
agent-memory groups backend-team --pinned

Manage Memories

# Get specific memory (verbose, includes metadata)
agent-memory get mem_abc123
agent-memory show mem_abc123  # alias for get

# Pin/unpin a memory
agent-memory pin mem_abc123
agent-memory unpin mem_abc123

# Delete a memory
agent-memory forget mem_abc123

# Delete memories matching a pattern
agent-memory forget --search "old pattern"

Group Management for Memories

Manage owner groups for group-scoped memories:

# Add owner groups to a group-scoped memory
agent-memory add-groups mem_abc123 backend-team frontend-team

# Remove owner groups from a group-scoped memory
agent-memory remove-groups mem_abc123 frontend-team

# Replace all owner groups
agent-memory set-groups mem_abc123 backend-team devops

# Change scope of a memory
agent-memory set-scope mem_abc123 global                     # → global scope
agent-memory set-scope mem_abc123 group --group=backend      # → group scope
agent-memory set-scope mem_abc123 project --to-project /path # → project scope

Session Management

# Start a new session
agent-memory session start

# Add a session summary
agent-memory session summarize "Implemented user authentication with JWT"

# End session
agent-memory session end

# List sessions
agent-memory session list

# Load last session context
agent-memory session load --last

Session Analysis (Error-Fix Pattern Extraction)

Automatically extract error-fix patterns from session content using LLM:

# Analyze inline text describing errors and fixes
agent-memory session analyze "Hit TypeError in auth.ts, null check missing, fixed with optional chaining"

# Analyze the last session's summaries
agent-memory session analyze --last

# Analyze a specific session
agent-memory session analyze --session sess_abc123

# Preview patterns without saving (dry run)
agent-memory session analyze --last --dry-run

# Output as JSON
agent-memory session analyze --last --json

# Combine dry-run and JSON for preview
agent-memory session analyze --last --dry-run --json

Each extracted pattern is saved as a memory with structured metadata:

• error

  : The error message or symptom

• cause

  : The root cause

• fix

  : How it was fixed

• context

  : Where it occurred

• analyzed_from

  : Source (session ID or "text")

Error-Detection Hooks

When enabled, error-detection hooks monitor command output and remind you to save error-fix patterns:

# Enable error-detection hooks
agent-memory config set hooks.error_nudge=true

# Disable error-detection hooks
agent-memory config set hooks.error_nudge=false

When enabled and an error is detected in a command's output, you'll see:

[agent-memory] Error detected in command output. If you resolved this error, consider saving the pattern:
  agent-memory save --meta error="..." --meta root_cause="..." "Description of the fix"

The hook never blocks command execution and exits silently when disabled.

Workspace Groups

Workspace groups are collections of PROJECTS that can share memories with each other.

When a user mentions creating a "group with projects", they want to:

1. Create the workspace group
2. Add the listed project directories to it

# Create a group
agent-memory group create backend-team

# Delete a group
agent-memory group delete backend-team

# Add current project to a group
agent-memory group join backend-team

# Add a specific project to a group
agent-memory group join backend-team --project /path/to/project

# Remove project from a group
agent-memory group leave backend-team

# List all groups
agent-memory group list

# Show group details (includes project list)
agent-memory group show backend-team

Interpreting User Requests About Groups

group create X

group join X --project <path>

group join X --project <path>

save --group=X "content"

save --group=X "content"

Promote/Unpromote

Move memories between scopes:

# Promote project memory to global (default)
agent-memory promote mem_abc123

# Promote project memory to group scope
agent-memory promote mem_abc123 --to-group=backend-team

# Promote from a specific project
agent-memory promote mem_abc123 --from-project /path/to/project

# Move a global/group memory to a project (unpromote)
agent-memory unpromote mem_abc123 --to-project /path/to/project

Configuration

# Show config
agent-memory config show

# Enable/disable semantic search
agent-memory config set semantic.enabled=true

# Set similarity threshold
agent-memory config set semantic.threshold=0.7

# Enable/disable autosave
agent-memory config set autosave.enabled=true

# Enable/disable error-detection hooks
agent-memory config set hooks.error_nudge=true

Cross-Project Visibility (Users Only)

View memories across all projects (for users, not agents):

# List all tracked projects
agent-memory projects

# List memories from all projects
agent-memory list --all-projects

# Search across all projects
agent-memory search "pattern" --all-projects

# Export from all projects
agent-memory export --all-projects

Startup Behavior

At the beginning of each session:

1. Pinned project memories are automatically loaded
2. Pinned global memories are automatically loaded
3. Group-scoped memories are NOT loaded by default - Use

   --groups

   to opt-in
4. Ask the user about previous session - "Would you like me to load the previous session context?"

Use this command to get startup context:

# Default: project + global memories only (no groups)
agent-memory startup --json

# Include specific groups
agent-memory startup --json --groups=backend-team

# Include multiple specific groups
agent-memory startup --json --groups=backend-team,shared-libs

# Include all groups
agent-memory startup --json --groups=all

# Include all groups except one
agent-memory startup --json --groups=all --exclude-groups=legacy-team

Memory Categories

factual

decision

task_history

session_summary

Structured Metadata

Use

--meta key=value

Decision Records (ADR-lite)

Record architectural decisions with full context:

agent-memory save --category=decision \
  --meta rationale="Need real-time updates without polling overhead" \
  --meta alternatives="polling,SSE,WebSockets" \
  --meta status=accepted \
  "Use WebSockets via Socket.IO for real-time dashboard updates"

agent-memory save --category=decision \
  --meta rationale="Team familiar with PostgreSQL, need JSONB support" \
  --meta alternatives="MongoDB,DynamoDB" \
  --meta decided_by=user \
  "Use PostgreSQL as primary database"

Error-Fix Patterns

Save debugging knowledge so it's never lost:

agent-memory save \
  --meta error="TypeError: Cannot read properties of undefined (reading 'map')" \
  --meta root_cause="API returns null instead of empty array when no results" \
  --meta file="src/components/UserList.tsx" \
  "UserList crashes on empty search — API returns null for items, fix: use items ?? [] before .map()"

agent-memory save \
  --meta error="ECONNREFUSED 127.0.0.1:5432" \
  --meta root_cause="PostgreSQL not started" \
  "Database connection fails in dev — run 'brew services start postgresql@16' first"

Workflow Annotations

agent-memory save --pin \
  --meta trigger="after changing .proto files" \
  --meta command="make proto" \
  "Run 'make proto' after modifying any .proto file to regenerate Go bindings"

Writing Good Memories

Be Specific and Searchable

"Auth middleware in src/middleware/auth.ts validates JWT from Authorization header, returns 401 on expiry"

"There's auth stuff somewhere"

Include the Why

"Using Zustand over Redux — simpler API, less boilerplate for our small state"

"We use Zustand"

Save Error-Fix Patterns with Context

"'Cannot read property of undefined' in UserProfile — API returns null when user has no avatar. Fix: optional chaining user.avatar?.url"

"Fixed a bug"

What NOT to Save

• Transient state — Current branch name, temporary debugging flags
• Obvious facts — Things clear from package.json, README, or file structure
• Exact code snippets — Describe the pattern; code will change but patterns persist
• Every small action — Save learnings and decisions, not a log of every command run

Best Practices

1. Search before starting work — Check memory for prior decisions, patterns, and context
2. Save decisions with rationale — "Chose X because Y, rejected Z" is more valuable than just "using X"
3. Use

   --meta

   for structured data — Especially for decisions (alternatives, rationale) and errors (error, root_cause, file)
4. Pin critical memories — Things that should always be loaded at startup
5. Save error-fix patterns — Debugging knowledge is expensive to re-derive
6. Be specific — Include file paths, function names, exact error messages
7. Maintain memory hygiene — Forget outdated memories when you notice them
8. Summarize sessions — Good summaries create searchable history for future sessions
9. Don't over-save — Quality over quantity; every memory costs context window space
10. Don't create groups without permission — Only manage groups when user explicitly asks

Example Workflow

# At session start
agent-memory startup --json

# Search for relevant context before starting work
agent-memory search "payments webhook"

# During work - save learnings
agent-memory save "The billing service uses Stripe webhooks at /api/webhooks/stripe"
agent-memory save --category=decision --meta rationale="cleaner error boundaries" \
  "User prefers error handling with Result types over exceptions"

# Save debugging discovery
agent-memory save --meta error="webhook signature verification failed" \
  --meta root_cause="clock skew in Docker container" \
  "Stripe webhook sig verification fails in Docker — fix: sync container clock with host"

# If user asks to share across team projects:
agent-memory save --pin --group=backend-team "All services must use structured logging with correlation IDs"

# Before ending
agent-memory session summarize "Implemented Stripe webhook handler with signature verification. \
Chose Result types for error handling (cleaner boundaries). \
Discovered Docker clock skew issue with webhook verification — documented fix."