← ClaudeAtlas

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Evaluates the numbers from recent videos, spots patterns, and derives one concrete change for next week. Writes the result to the learnings file. Use when performance, reach, statistics, or insights need to be discussed.
bendemartin97/claude-content-kit · ★ 0 · Code & Development · score 72
Install: claude install-skill bendemartin97/claude-content-kit
# Review The goal isn't a report, it's **a decision**. Every review ends with exactly one change that gets done differently next week. ## Approach 1. Get the numbers: via a connected analytics tool (Buffer, Metricool, or similar), from an export, or from a screenshot. If neither is available, ask for the metrics of the last five to ten videos. 2. Connect each number to its script – pillar, format, hook pattern, length, publish time. 3. Look for patterns, don't judge individual cases. 4. Formulate a hypothesis and derive the change. 5. After confirmation, write it to `LEARNINGS.md`. ## Which Numbers Count Instagram itself names three signals as decisive: **watch time, sends per reach** (forwards via direct message), **and likes per reach**. Two of these are ratios – so always set them in relation to reach, never compare absolute numbers. Order of evaluation: 1. **Retention / watch time** – says the most about the video's quality. 2. **Forwards per reach** – the strongest distribution lever: what gets shared via direct message reaches people outside your own bubble. 3. **Saves** – utility value. A high number means: someone wants to find this again. 4. **Comments** – not the count, the content: what's being asked? That's the topic backlog for the coming weeks. 5. **New followers per post** – measures whether the post convinced, not just entertained. 6. **Reach and views** – result, not cause. Look at these last. **Never rank by views.** Reach and impact can div