Systems operational
ghOSt Generative Hybrid Operating System for Tasking

Your AI ops team.
Any domain.

Seven autonomous agents that ingest signals, investigate context, classify threats, generate deliverables, and execute actions — coordinated like a trained team, configured for your mission.

WIRE
SPECTER
CIPHER
FORGE
SPIDER
NEXUS
COURIER
ghOSt v1.5 — live feed
09:14:22  WIRE      Signal intercepted — @DelRCalloway tweet on school funding
09:14:23  NEXUS     Routing to SPECTER
09:14:26  SPECTER   Investigating... 4 related signals, 1 bill connection
09:14:31  CIPHER    WEDGE opportunity — confidence: 91% → Parents segment
09:14:38  FORGE     Dossier generated — 3 content variants ready
09:14:39  NEXUS     ■ Awaiting approval

Seven agents.
One mission.

ghOSt deploys a coordinated team of AI agents — each with a defined role, specialized tools, and the autonomy to collaborate.

ghOSt — Generative Hybrid Operating System for Tasking

WIRE
INGEST

Monitors signal sources 24/7. Intercepts tweets, legislation, news, and feeds — normalizing everything into a unified signal format.

receive_signal
SPECTER
INVESTIGATE

Gathers the full picture. Searches local intelligence, queries live sources, builds entity profiles, and annotates findings for the analyst.

search_local search_external get_entity recall_investigations
CIPHER
ANALYZE

Classifies and scores every signal. Applies domain-specific taxonomy, checks historical patterns, and learns from every human decision.

get_taxonomy recall_classifications get_outcome_stats
FORGE
CREATE

Crafts actionable deliverables — dossiers, reports, talking points, social content — calibrated by what worked before.

get_template generate_content recall_content
SPIDER
DISCOVER

Expands the intelligence perimeter. Discovers new signal sources, validates reliability, and registers them for WIRE to monitor.

web_search validate_source register_source
NEXUS
ORCHESTRATE

The brain. Routes signals to agents, manages the pipeline, handles escalations, captures feedback, and schedules operations.

dispatch_agent capture_feedback schedule_task
COURIER
EXECUTE

Delivers the package. Takes approved work and pushes it to the right channels — Slack, email, social — at the right time.

deliver confirm_delivery

Watch the team work

A signal arrives. Agents mobilize. In under 60 seconds, you have a classified, scored, ready-to-deploy deliverable.

POLYGON TERMINAL LIVE 2026-02-04 16:43:26
AGENT FEED QUEUE 3
ghOSt v2.1.0 — Connected
Type help for commands · status for SITREP
Awaiting orders...
Awaiting orders...
1 SIGNALS · LIVE
16:33
NEXUS SPECTER CIPHER FORGE
Investigation complete (1 sources)
⏱ 34s
16:33NEXUSSignal received: tweet
16:33NEXUSDispatching SPECTER
16:33SPECTERStarting: Investigate tweet signal
16:33SPECTERInvestigating signal: tweet
16:33SPECTERcheck_recent_opportunities: {"text":"School board vo...
16:33SPECTERget_entity: {"name":"Del. Robert Calloway"}
16:33SPECTERsearch_tweets: {"author_handle":"@DelRCalloway","query":"Pr...
16:33SPECTERsearch_similar_content: {"text":"School board funding vote...
16:33SPECTERget_district_demographics: {"district_id":"VA-HD-36","distri...
16:33SPECTERsearch_similar_content: {"text":"Education funding cut...
16:33SPECTERInvestigation complete (3 sources)
16:33SPECTERCompleted (confidence: 82%)
16:33NEXUSPipeline complete (28514ms)
16:33NEXUSDispatching CIPHER
16:33CIPHERStarting: Classify investigated signal
16:33CIPHERClassifying signal: tweet
16:33CIPHERWEDGE (91%) → parents
16:33CIPHERCompleted (confidence: 91%)
16:33NEXUSDispatching FORGE
16:33FORGEStarting: Generate WEDGE dossier
16:33FORGEGenerating WEDGE dossier for parents
16:34FORGEDossier complete (91% confidence)
16:34NEXUSPipeline complete (14324ms)
16:34NEXUS■ Dossier queued for approval: WEDGE → parents
SPECTER idle CIPHER idle FORGE idle

From noise
to action

Signals flow through a disciplined pipeline — but agents collaborate, loop back, and escalate when the situation demands it.

W

Signal Intercepted

Tweet, bill, article, or feed item enters the system

S

Investigation

Context gathered, sources cross-referenced, entity profiles checked

C

Classification

Signal scored, categorized, and prioritized using domain taxonomy

F

Content Created

Actionable deliverables generated — calibrated by historical performance

Human Review

Approve, reject, or edit — every decision feeds back into the system

Delivered

Approved content pushed to the right people at the right time

How ghOSt operates

Five constraints that govern every signal processed, every deliverable generated, every decision made.

I
Evidence
over assertion

Every claim traced to source. Every classification backed by data. No hallucinations dressed up as intelligence.

II
Precision
over volume

One actionable signal beats twenty noisy ones. Dead ends die fast. The system knows when to stop chasing and move on.

III
Speed
over perfection

The landscape moves fast. Ship a good deliverable now, iterate later. Agents are biased toward action, not analysis paralysis.

IV
Transparency
over black boxes

Every agent shows its work. Every classification explains its reasoning. You see what the system sees — and override when it's wrong.

V
Learning
over repetition

Every approval, rejection, and edit feeds back into the system. Agents remember what worked and what didn't. The team gets sharper every day.

Same agents.
Any domain.

ghOSt's 7 universal agents work across any intelligence domain. Swap the config, not the architecture.

Political Intelligence

Monitor opponents, detect campaign opportunities, generate targeted content for swing districts and persuadable segments.

tweets legislation news voting records

Influence Detection

Identify coordinated information campaigns, bot networks, and narrative manipulation targeting organizations or populations.

social media dark web threat feeds OSINT

Brand Intelligence

Track brand mentions, competitive movements, and emerging narratives — with AI-generated response strategies ready to deploy.

social press reviews forums

Intelligence doesn't wait.
Neither should you.

POLYGON is currently in private beta with select campaigns and organizations. Request access to deploy ghOSt for your operation.

REQUEST ACCESS →

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