Orchestrator

Plans & dispatches

The top-level reasoner. Reads the user's question, decides which specialists own which steps, runs the doom-loop guard, and routes the critic-revision loop.

On every /q requeston-demand

What this agent actually does, step by step.

01
Receives the plain-English question via POST /api/agent
02
Calls Codex once for reasoning + once for the JSON-schema-validated plan
03
Validates the plan with two post-validators (scope check + plan-shape check)
04
Dispatches each step to the right tool or specialist via deterministic routing
05
On step failure or doom-loop pattern, re-prompts the planner with the failure envelope
06
Hands the final result set to the synthesizer + critic

Inputs & outputs.

Inputs

· query: string
· dataset?: string (scope-anchor)
· demo?: boolean
· fallback?: boolean

Outputs

· SSE event stream: reasoning → planning → executing → step_done → done
· Final ToolEnvelope with answer + citation + artifacts + token usage + duration

Where this agent lives in the codebase.

app/lib/agent.ts

reasonAndPlan / replan / synthesize / criticize

app/api/agent/route.ts

SSE endpoint + dispatch loop

app/lib/doomLoop.ts

loop detection guard

Last 12 runs that touched this agent.

auto-refresh 60s

07:49 PM
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14 events · fdj4-gpfu
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07:49 PM
Show austin crash report data trend over the last 24 months by quarter render this to a Miro board
26 events · y2wy-tgr5
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07:49 PM
How does 311 volume in flood-prone zips compare to the last year? render this to a Miro board
18 events · xwdj-i9he
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07:48 PM
Top 10 state agencies by total 2024 expenditures render this to a Miro board
13 events · 2zpi-yjjs
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07:48 PM
How do food inspection failures this year compare to last year? render this to a Miro board
11 events · ecmv-9xxi
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07:48 PM
Where do permits and code violations both spike together this year by zip? render this to a Miro board
20 events · 6wtj-zbtb
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08:26 PM
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18 events · 9fxf-t2tr
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08:26 PM
Join dallas police active calls with code violations by zip for the same period
24 events · 6wtj-zbtb
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08:25 PM
Show dallas police active calls trend over the last 24 months by quarter
23 events · 9fxf-t2tr
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08:25 PM
Compare dallas police active calls between this zip and the next-most-active zip
18 events · no citation
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08:24 PM
Top 5 outliers in austin crash report data this year
18 events · y2wy-tgr5
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08:24 PM
Join austin crash report data with code violations by zip for the same period
24 events · 6wtj-zbtb
Replay →