Claude Skills by jovesun-lab

Throughline keeps the thread of work intact on work that's big enough to drift or that outlives one sitting. Two linked habits: (1) TASK TRACK — an emoji-tagged task list with exactly one ⭐️ MAIN goal anchor, so you can see at a glance whether you're still solving the main thing or have drifted; (2) HANDOFF — compact a session into a plain-markdown handoff doc the next agent (any agent) can pick up cleanly. Reach for it when: a long or many-step task is at real risk of losing the thread, you ...

Measure an AI agent's per-session performance on a small, stable metric set and track it as a trend over a long run, so you can tell whether a change — a new model version, a new operating frame/scaffolding, a new skill set — actually improved the agent or regressed it. Use this whenever someone wants to benchmark, score, grade, or track an agent's performance across sessions; compare two agent versions or frames; build a "did this change help?" scorecard; or turn a finished session into a lo...