
from superclaude-plusplus13
Persist session context and create checkpoints: save learnings, summaries, and project state for cross-session continuity.
Adds session lifecycle and persistence capabilities to an agent. This skill provides patterns and commands for analyzing session progress, persisting session context and learnings to a memory store (Serena MCP in this repo), creating recovery checkpoints, and validating saved state. It formalizes when and how to snapshot session data for later restoration or cross-session continuity.
Use when an agent finishes a significant interaction, completes a multi-step task, or wants to preserve discoveries and decisions. Also useful for automated checkpoint creation during long-running sessions or before risky operations.
/sc:save [--type session|learnings|context|all] [--summarize] [--checkpoint]) and describes the behavioral flow: analyze → persist → checkpoint → validate → prepare. It documents triggers and boundaries (what it will/won't do) and integration expectations with Serena MCP.Intended for agents built on Claude Code / SuperClaude-like frameworks and MCP-integrated runtimes that support memory operations and checkpoints.
Session context persistence skill relying on Serena MCP integration for saving learnings, checkpoints, and cross-session continuity. No bundled scripts — SKILL.md only. The instructions are structured but somewhat generic; behavioral flow steps are high-level without concrete implementation detail. Tightly coupled to Serena MCP, limiting broader applicability.
No security concerns. Skill is essentially a well-structured prompt template for session persistence via Serena MCP. Lacks scripts or executable content, making it more of a guideline than an automated skill. Niche audience due to Serena MCP dependency.
Project Audit Rules
Run project-specific verification rules that check business logic, architecture patterns, and naming conventions beyond linters.
Project Manager (PM) Agent
An always-active orchestration agent that analyzes requests, auto-delegates to sub-agents, and runs PDCA-style project workflows across MCP tools.