
Remember
Stores decisions, patterns, and outcomes in a knowledge graph that persists across sessions. Useful when you want Claude to remember why you chose Postgres over MongoDB, what anti-patterns to avoid, or which pagination strategy worked. It extracts entities and relationships automatically (detects "X uses Y" patterns, capitalized tech names, agent IDs) and writes them to the MCP memory server. The editor's note at the top is worth reading: it explains when to use filesystem memory versus the graph. Short version: use files for grep-able state, use this for traversable knowledge you'll query later. Supports outcome tracking with success and failed flags, plus agent-specific or global scoping. Auto-detects categories but asks for confirmation before writing.
- skills.sh installs
- 228
- GitHub stars
- 301
- last updated
- Aug 21, 2026
Install
$ npx -y skills add yonatangross/orchestkit --skill remember --agent claude-codeInstalls into .claude/skills of the current project.
Files
Remember - Store Decisions and Patterns
Filesystem vs MCP memory (Opus 5.5 guidance, CC 2.1.111+): Opus 5.5 reads filesystem memory reliably across multi-session work. Use that to your advantage:
- Short-lived handoff state (current phase, task in-progress, pending approvals) →
.claude/chain/*.jsonfiles. Small, structured, session-scoped.- Durable auto-memory (user facts, feedback, project conventions) →
~/.claude/projects/<slug>/memory/*.mdfiles with a one-line index inMEMORY.md. Read on every session start.- Cross-session knowledge graph (typed entities + relations for query traversal) → MCP memory server (this skill's default path). Best when future sessions will search for patterns.
The three are complementary, not alternatives. Prefer fs for anything you'd want to grep; prefer MCP for anything you'd want to traverse.
Store important decisions, patterns, or context in the knowledge graph for future sessions. Supports tracking success/failure outcomes for building a Best Practice Library.
Argument Resolution
Sponsors
Details
- Repository
- github.com/yonatangross/orchestkit
- Categories
- AI & Agent Building, Automation & Workflows, Video & Audio Editing
- First seen
- Jun 3, 2026
More from yonatangross/orchestkit
All 61- Doctor227
- React Server Components Framework227
- Web Research Workflow227
- Explore224
- Errors223
- Issue Progress Tracking221
- Release Management220
- Fix Issue217
- Review Pr217
- Llm Integration216
- I18n Date Patterns215
- Task Dependency Patterns214
- Api Design211
- Assess211
- Analytics210
- Commit210
- Skill Evolution210
- Verify210
- Create Pr209
- Audit Full206
- Implement206
- Configure196
- Demo Producer195
- Async Jobs194