Complete guide to observability patterns for Istio, Linkerd, and service mesh deployments.
When to activate: service mesh, Istio, Linkerd, mTLS, traffic management, circuit breaker, retry, canary, sidecar, DestinationRule…
Run local GGUF models with llama.cpp (CPU/Apple Silicon/CUDA/ROCm), pick the right quant, and discover GGUF repos on the Hugging Face Hub.
Run a focused N-question study session on a subject — MBE, essay, or flashcards.
Claude Code session analysis, tool call patterns, efficiency metrics, and anti-pattern detection
Design training sessions from intake to concept map to breakdown.
Session bootstrap: activates multiple skills at once via named preset or explicit list.
Compare two sessions side-by-side using Agent Monitor data — per-model token usage (input/output/cache_read/cache_write + compaction…
Exports a Claude Code session as a clean, readable markdown transcript.
Use when the user asks for a handoff or continuation prompt, when work must continue in a new session, or when the context window is…
Install a PreCompact hook that auto-generates .agent/local/HANDOVER.md before context compaction, plus a SessionStart hook that restores…
Show session analytics, learning patterns, correction trends, heatmaps, and productivity metrics.
Restores full context when user says "hi-ai" or starts a new conversation.
Use when an agent must identify or link the Paper recording of its own running session, or link a known session or matched turn — "what's…
Persist and restore agent sessions across conversations with state snapshots
Query previous pi sessions to retrieve context, decisions, code changes, or other information.
Converts a Claude Code session JSONL file into an animated GIF terminal replay.
Pick up where you left off from a previous session — use after context resets, compaction, or new conversations
Roast and grade a coding-agent session for token efficiency.
For CLI agents WITHOUT subagent support (e.g., Codex CLI).
Converts a Claude Code session into a blog post, case study, or Reddit post.