
Luca Reflection Kit
- Updated July 23, 2026
- lucadellanna/luca-kit
luca-reflection-kit provides self-reflection and cross-session learning skills: it scans conversations for improvement points, mines recurring patterns, and surfaces optimization and workflow hints. A developer uses it to systematically learn from prior agent sessions.
Key points
- Scans conversations for improvements
- Mines recurring patterns
- Surfaces optimization and workflow hints
Luca Reflection Kit by the numbers
- Data as of Jul 24, 2026 (Skillselion catalog sync)
/plugin marketplace add lucadellanna/luca-kit/plugin install luca-reflection-kit@lucadellannaAdd your badge
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| Last updated | July 23, 2026 |
|---|---|
| Repository | lucadellanna/luca-kit ↗ |
What it does
Scan conversations for improvement points, mine recurring patterns, and surface optimization hints.
README.md
luca-reflection-kit
Self-reflection and cross-session learning skills for Claude Code and Claude Cowork. Scan conversations for improvement points, mine recurring patterns across sessions, and get token-efficient optimization and workflow hints after high-tool-count turns.
Installation
Claude Code
Requires Claude Code.
/plugin marketplace add lucadellanna/luca-kit/plugin install luca-reflection-kit@lucadellanna- Enable auto-updates: type
/plugin, press Tab twice to open the Marketplaces tab, selectluca-reflection-kit, and select Enable updates. - Run
/luca-reflection-kit:luca-reflection-recommended-setupto configure session notes and privacy settings.
Claude Cowork
- Left sidebar → Customize → Plugins → Personal → + → Add marketplace →
lucadellanna/luca-kit - You will see all available luca-kit plugins; click + next to each one you want to install
- Enable auto-updates: Browse Plugins → Personal → luca-reflection-kit → ··· → Sync automatically
- Run
/luca-reflection-kit:luca-reflection-recommended-setupto configure session notes and privacy settings.
To uninstall:
/plugin uninstall luca-reflection-kit@lucadellanna/luca-kit
Skills
| Skill | What it does |
|---|---|
| reflect | After a session, two specialist reviewers surface insights with verbatim evidence: claude-side proposes concrete edits (clear low-risk memory entries are written automatically, everything else asks for your selection); user-side surfaces actionable recommendations for you (skills worth invoking next time, scoping techniques, workflow timing) |
| dream | Mines your /reflect session logs to surface patterns across sessions: recurring issues never fixed, memory contradictions, and improvements that keep coming up but never land |
| setup-context-search | (Power users) Installs qmd and configures it as an MCP server; after setup, /reflect and /dream use semantic search to detect conceptual overlaps when proposing new rules or skills. Requires Node.js 22+. |
Agents
Spawned by skills in this plugin (you do not invoke them directly):
| Agent | Used by | Mandate |
|---|---|---|
| claude-flow-reviewer | reflect | Reviews a conversation digest for Claude-side improvements: missed skill invocations, weak rule triggers, skill/rule/memory edits worth proposing |
| user-flow-reviewer | reflect | Surfaces up to 3 user-facing recommendations as Hints. Plain language, no coaching, nothing written to disk. |
Hooks
Installed automatically with the plugin (no setup needed):
| Hook | Event | What it does |
|---|---|---|
| optimization-hint | UserPromptSubmit | On every prompt, reminds Claude to append a one-sentence Optimization hint at the end of the current response if it involves 8+ tool calls (memory-worthy pattern / skill to edit or improve) |
| workflow-hint | UserPromptSubmit | On every prompt, reminds Claude to append a one-sentence Workflow hint at the end of the current response if it involves 8+ tool calls (skill to codify / user judgement or workflow to automate / friction to remove) |
| terms-acceptance-check | SessionStart | Reminds the user (via Claude) to run /luca-reflection-kit:accept-terms if no acknowledgment is recorded yet. Silent once acknowledged, and silent in non-interactive sessions (claude -p, agent SDK, CI). |
| consolidate-reflect-queue | PreToolUse | Before any claude-reflect skill runs in a Conductor workspace, merges queued learnings from all sibling workspace folders into the current one so /reflect sees the full history. No-op outside Conductor. |
Commands
| Command | What it does |
|---|---|
| /luca-reflection-kit:accept-terms | Shows the interim notice for Luca's plugins and records your decision locally. One-time per Claude install. No server calls. |
| /luca-reflection-kit:luca-reflection-recommended-setup | Configure session notes for /reflect. Decides once whether to save private logs to your computer. |
License
Source-available, not open-source. You may inspect the repository and use it for personal evaluation. Commercial, client-facing, team, or organizational use requires a paid license. Contact Luca@Luca-Dellanna.com for more information.