plan → brief → draft → QA → publish
Content discovery
Finds what to write next from inventory, competitors and demand signals.
delivers
branded document + live dashboard
runs on
fast model
cost cap per run
$0.50 hard cap
registry id
content-engine-discovery
What it hands back
A weekly discovery digest: what competitors published and what the inventory is missing.
What it connects to
Runs on the client model alone.
Connectors marked required must be connected before the first run; optional ones add depth when present.
Where it sits
No prerequisite: it can be the first thing you run.
Content discovery
How it is governed
Budget-capped, metered, and gated before anything ships.
- Hard cost cap of $0.50 and at most 10 tool calls per run; the run aborts past either.
- Every token and paid API call is metered to the client, the user and the thread.
- Anything it would write to a CMS, CRM or ad account is proposed, previewed and approved first.
Evidence for this agent
$0.50 cost cap per run10 tool calls per run at most1 dashboards it feeds49 agents in the registry20 live dashboards6 governance claims with code behind them
System facts are generated from the same model this page renders from. Client work appears here only with the client’s written consent, so live dashboards are never linked.
Same disciplinereasoning modelreasoning modelfast modelreasoning modelreasoning modelreasoning model
The content engine →
content-engine
Content review agent
Per-piece review and remediation against the brief, the QA report and the brand voice.
page-content-structure
Page content structure
Section-by-section structure for a landing or service page before copy is written.
organic-content-performance
Organic content performance
Reads GSC and GA4 per piece and flags what to refresh.
competitor-moves
Competitor moves
What changed on competitor sites since the last sweep.
competitor-ux-audit
Competitor UX audit
Onboarding, copy psychology and trust placement, as a comparative teardown.
knowledge-enrichment
Knowledge enrichment
Finds what third parties have published about the client and files it, clearly marked as outside observation.
Machine twin: /agents/content-engine-discovery.json · /nexus.json · /llms.txt
See what Nexus would run for your team.
A two-minute evaluation: what you want to change, what you run on, and the agents, connectors and cost band that fit. It stays in your browser until you send it.
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