Remember - Store Learning in Memory

SkillDocs & knowledge

Lets your agent save a decision or learning to memory so it can recall it later.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Remember - Store Learning in Memory skill

About this capability

Store a learning, pattern, or decision in the memory system for future recall

What this skill tells your AI

The instructions your AI receives, as published by parcadei/continuous-claude-v3 in .claude/skills/remember/SKILL.md and read by ahel’s review.

Store a learning, pattern, or decision in the memory system for future recall.

Usage

/remember <what you learned>

Or with explicit type:

/remember --type WORKING_SOLUTION <what you learned>

Examples

/remember TypeScript hooks require npm install before they work
/remember --type ARCHITECTURAL_DECISION Session affinity uses terminal PID
/remember --type FAILED_APPROACH Don't use subshell for store_learning command

What It Does

  1. Stores the learning in PostgreSQL with BGE embeddings
  2. Auto-detects learning type if not specified
  3. Extracts tags from content
  4. Returns confirmation with ID

Learning Types

TypeUse For
WORKING_SOLUTIONFixes, solutions that worked (default)
ARCHITECTURAL_DECISIONDesign choices, system structure
CODEBASE_PATTERNPatterns discovered in code
FAILED_APPROACHWhat didn't work
ERROR_FIXSpecific error resolutions

Execution

When this skill is invoked, run:

cd $CLAUDE_OPC_DIR && PYTHONPATH=. uv run python scripts/core/store_learning.py \
  --session-id "manual-$(date +%Y%m%d-%H%M)" \
  --type <TYPE or WORKING_SOLUTION> \
  --content "<ARGS>" \
  --context "manual entry via /remember" \
  --confidence medium

Auto-Type Detection

If no --type specified, infer from content:

  • Contains "error", "fix", "bug" → ERROR_FIX
  • Contains "decided", "chose", "architecture" → ARCHITECTURAL_DECISION
  • Contains "pattern", "always", "convention" → CODEBASE_PATTERN
  • Contains "failed", "didn't work", "don't" → FAILED_APPROACH
  • Default → WORKING_SOLUTION

Signals

GitHub stars
4k
Forks
300
Last commit
Jan 2026
Advanced
Catalog kind
skill
Gateway key
remember-parcadei
Source
github.com/parcadei/continuous-claude-v3