jovesun-lab
UserSmall, sharp, agent-agnostic skills that keep an AI agent's work honest.
Categories
Indexed Skills (3)
throughline
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 catch yourself drifting off the original goal, you're wrapping up or running low on context, you're switching agents or sessions, or you're explicitly asked to 'hand this off' / 'write a handoff' / 'summarize for the next session' / 'compact this' / 'pick up where we left off' / 'resume'. Do NOT reach for it on short, self-contained tasks that finish in one pass — the full protocol is overhead there. Capability-agnostic and cross-platform — works as a skill or a plain paste-in prompt.
session-measurement
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 logged measurement. Triggers on: agent benchmark, session measurement, performance trend, score this session, grade the agent, A/B an agent version, regression tracking for an agent, "is the new model/frame better?", agent report card. Reach for it even if the user just says "measure how that session went" or "track this over time" without naming a metric.
notify-me-setup
Set up or change notify-me — the plugin that pings the user's phone (via ntfy) and/or plays a sound when an agent is blocked or finished. Use when the user says "set up notify-me", "set up notifications", "notify me when you're blocked", "call me back when you need me", "change the alert sound", "turn the chime on/off", "change my ntfy topic", or when a SessionStart note reports notify-me is installed but not configured.
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