A free retention check for one published short video: paste your average percentage viewed and get a PASS / REWORK / REBUILD verdict with the threshold shown, plus the single biggest retention leak named and one concrete fix.
Catches cascade failures that partial checks miss — pre-check names the risk before editing, post-check demands evidence values after, then auto-repairs in a loop while rereading the entire file every cycle until zero errors remain.
A kickoff protocol (agent skill) for multi-step tasks. Before writing any code, the agent must: run a spec interview, batch every human-authorization step into one checklist, build a self-verification loop (log sink + verify script + dry-run) *before* the feature itself, and build comparable variants instead of blocking on third-party decisions.
Turn video scripts into structured retention audits — map hook failures, desertion windows, and re-engagement fixes using attention psychology.
Forces AI agents to prove a task is actually done before declaring it complete. 4-phase gate: instruction reconciliation, evidence anchoring (values only readable from the actual output), self-scoring (A/B/C/D), and reverse witness check. Eliminates "done" declarations that aren't.
Paste PostgreSQL migration SQL, an ORM migration, or a PR diff. Get a PASS/REVISE/BLOCK review with statement-level lock and rewrite risks, safer DDL, zero-downtime rollout steps, rollback boundaries, monitoring SQL, and a paste-ready PR comment.
Upload pg_stat_activity and pg_locks CSVs. Get blocker chains, long transactions, a 15-minute action plan, and a reviewed cancel-versus-terminate record.
This Skill is built on practical expertise in long-form script editing, segment continuity, host/guest role control, callback tracking, timing balance, and audience retention structure. It helps AI agents audit podcast, YouTube, livestream, webinar, and serialized scripts so openings, transitions, unresolved promises, recurring jokes, topic arcs, and closing beats stay coherent from outline to final draft.
Make a rule the assistant actually follows by moving it out of the prompt and into a hook that runs every time. When you have said the same thing three times and the behaviour still drifts, this is the fix. Covers which hook events carry the value, the exit-code rule that wedges sessions, how to test a hook with temporary settings so nothing is left behind, a skeleton that cannot crash your turn, and the escape hatch for when one does.