continuous-improvement-loop
Run Part 12 — the continuous improvement loop. Aggregates market + operating signals into product/offering recommendations. Runs alongside live operations, not as a one-time activity.
npx skills add indranilbanerjee/digital-marketing-pro --skill continuous-improvement-loop --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# /digital-marketing-pro:continuous-improvement-loop — Part 12 Continuous Loop Part 12 is the continuous improvement loop that runs alongside live operations from go-live onwards. It aggregates market signals and operating signals into recommendations that feed back into the brand's product, offering, and service decisions. ## Context efficiency Heavy skill. **Grep before Read** any referenced file, then `Read` only matched ranges with `offset` + `limit`. List the brand's workspace at `~/.claude-marketing/brands/{slug}/` (or `$CLAUDE_PLUGIN_DATA/digital-marketing-pro/brands/{slug}/` when that env var is set) before opening files. On re-invocation mid-session, skip files already in context. This is **not a one-time activity**. It runs perpetually once Part 11 is complete, with formal output at each Quarterly Business Review (QBR) and ad-hoc output when significant signals warrant. ## Why this exists Without an explicit feedback loop, marketing operates on assumptions made months ago. Markets shift, customers evolve, competitors move, products are refined — but if these shifts do not flow back into the strategy, the engagement silently grows stale. Part 12 closes the loop: - Market s
- Context efficiency
- Why this exists
- The 4 Signal Sources
- Source 1: Quarterly Business Reviews
- Source 2: Customer Feedback Themes
- Source 3: Competitive Intelligence
- Source 4: Team-Discovered Patterns
- Cadence
- The Quarterly Part 12 Deliverable
- Structure
- Output location
- The Ad-hoc Part 12 Brief
- Production Process
- For Quarterly Part 12 deliverable
What does the continuous-improvement-loop skill do?
Run Part 12 — the continuous improvement loop. Aggregates market + operating signals into product/offering recommendations. Runs alongside live operations, not as a one-time activity.
How do I install it?
Run `npx skills add indranilbanerjee/digital-marketing-pro --skill continuous-improvement-loop --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From indranilbanerjee/digital-marketing-pro, a repository with 700 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.