Research
Track visible competitor changes and summarize what matters without manual page-watching.
What it does
This skill helps teams notice and summarize competitor movement before it turns into a surprise. Feed it page snapshots, release notes, or change logs and it will package the changes into a short brief with likely implications.
It is a lightweight operating rhythm for product marketing, founders, and agencies that need ongoing awareness without a dedicated analyst.
Who it is for
Requirements
Source changes
Page snapshots, copied release notes, or update summaries
Reason for monitoring
Why this competitor matters to your market or pipeline
Sample output
Observed change: New pricing page with mid-market packaging Likely implication: Moving upmarket and clarifying buyer persona Watch items: Case study updates, hiring changes, feature gating language Suggested next review: 7 days after rollout.
What's in this pack
Outcome definition
What exact job this pack solves
Operating instructions
Step-by-step workflow the agent follows
Input contract
Required and optional fields defined as a schema
Output contract
Exact output structure the agent must return
Worked examples(5 files)
3 good, 2 bad, and 1 edge-case scenario
Test & eval set
Bundle option
This pack is also included in Content Ops Pack, which groups related workflows for a faster setup.
View bundleRelated packs
Research
Generate a prospect brief with company context, angles, red flags, and a suggested opener before writing outreach.
Test cases with expected outputs and pass/fail criteria
QA checklist
Human review checklist for output quality
FAQ
No. In v1 it summarizes the change inputs you provide or connect through your workflow.
Weekly is a good default for most SMB and agency teams.
Content
Create a structured SEO brief with search intent, angle, outline, source ideas, and internal linking prompts.
Ops
Summarize weekly metrics, outliers, likely drivers, and recommended follow-up in one operating brief.
