demand-intelligencelisted
Install: claude install-skill zaidadaqqa/amazon-opportunity-research-skills
# Demand Intelligence
Establishes whether a concept has an observable Google Trends search-interest
signal, using the engine's existing human-in-the-loop demand-recording layer.
This skill drives four CLI commands only:
`hunt demand-request`, `hunt demand-set`, `hunt demand-show`, `hunt
demand-rank`. It never computes qualification itself and never fetches
Trends data itself — Trends has no API here, and the recording service is
structurally network-free (see `references/demand-intelligence.md` SVC-06).
Full rule detail lives in two reference files — read them before running
this skill for the first time, and re-check them whenever output looks
surprising:
- `references/google-trends-protocol.md` — the request/record workflow,
file-identification rules, and the "never do this" list.
- `references/demand-intelligence.md` — exact qualification thresholds,
recording rules, and CSV parsing behavior.
---
## Operating procedure
### 1. Check what's already recorded
```
hunt demand-show <concept_query>
```
If a recent, relevant signal already exists, do not re-request Trends data
for the same concept — reuse it. `NOT_RECORDED` means proceed to step 2.
### 2. Decide the minimum data actually needed
Per `google-trends-protocol.md` §1: decide which export(s) — interest over
time, related queries, rising queries — you actually need for the decision
at hand, and how many `--compare` terms (0-2, and only with a reason).
Do not request more than the decision requires.
### 3.