feat: Add docsense-agent kit. - #228
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Actionable comments posted: 23
🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
Inline comments:
In `@kits/docsense-agent/.env.example`:
- Line 1: Remove the leading BOM character from the .env.example file so line 1
begins directly with the DOCSENSE_INTAKE variable declaration, preserving the
existing key and value unchanged.
In `@kits/docsense-agent/apps/.env.example`:
- Line 1: Rewrite the .env.example file so line 1 starts directly with the
DOCSENSE_INTAKE key, removing the leading UTF-8 BOM character while preserving
the existing variable name and value.
In `@kits/docsense-agent/apps/actions/orchestrate.ts`:
- Around line 91-92: Update the docId generation in the ReceivedDoc construction
to use a collision-resistant unique identifier rather than Date.now() alone,
ensuring concurrent submissions receive distinct IDs and their evidence trails
cannot overwrite each other.
- Around line 82-84: Validate the parsed LLM output in the reasoning flow before
assigning `satisfies` and `triggers`. Define and apply a zod schema that
enforces each satisfy entry and `InferredTrigger` field shape, including
required `requirementId`, and use only the validated values when calling
`applyDocument` and `detectAnomalies`; handle invalid output according to the
existing error path.
- Around line 91-96: Update the ReceivedDoc construction in the orchestration
flow to populate docType and extractedFacts from the flow’s actual structured
extraction output instead of the hardcoded "unknown" and empty object. Preserve
the existing docId and receivedAt behavior, and pass the payload fields expected
by requirement-state.ts into each stored receivedDocs entry.
In `@kits/docsense-agent/apps/app/layout.tsx`:
- Around line 10-12: Update the metadata title and description in the layout
configuration to use DocSense branding instead of the leftover “v0 App” and
“Created with v0” scaffold values, while leaving the generator setting
unchanged.
In `@kits/docsense-agent/apps/app/page.tsx`:
- Around line 31-47: Update handleAnalyze to wrap the intakeDocument call and
response handling in try/catch/finally. In the catch block, set an appropriate
error message from the thrown error, and move setLoading(false) into finally so
loading always ends for success, returned failures, and thrown server or network
errors.
In `@kits/docsense-agent/apps/components/header.tsx`:
- Around line 7-42: Update the header component’s hardcoded Tailwind color
classes, including border-slate-200, bg-white, text-slate-800, text-rose-500,
and the Docs/GitHub color classes, to use the app’s theme-aware CSS-variable
utility classes consistent with page.tsx, card.tsx, and drawer.tsx. Preserve the
existing layout, spacing, hover behavior, and link styling while ensuring all
header colors adapt to dark mode and custom themes.
In `@kits/docsense-agent/apps/components/ui/button-group.tsx`:
- Around line 1-5: Add the namespace React import used by the
React.ComponentProps references in the button-group component, matching the
import style of sibling components; leave the existing Slot, cva, cn, and
Separator imports unchanged.
In `@kits/docsense-agent/apps/components/ui/carousel.tsx`:
- Around line 96-105: Update the cleanup function in the React.useEffect
subscription around api, onSelect, and the reInit/select listeners to detach the
reInit listener as well as the select listener. Preserve the existing
subscription behavior and ensure both handlers are removed when the effect
reruns or unmounts.
In `@kits/docsense-agent/apps/components/ui/empty.tsx`:
- Around line 71-82: Update EmptyDescription so its props use the React
component props type for a div, matching the element it renders. Preserve the
existing className handling, data-slot attribute, and rendered styling.
In `@kits/docsense-agent/apps/components/ui/form.tsx`:
- Around line 28-30: Update FormFieldContext to use a null default, then change
useFormField to validate the context before reading fieldContext.name or calling
useFormState/getFieldState. Throw the existing missing-FormField error when no
context is present, while preserving normal field state behavior for valid
FormField usage.
In `@kits/docsense-agent/apps/components/ui/input-group.tsx`:
- Around line 64-79: Remove the role="group" attribute from the InputGroupAddon
component’s returned div, leaving the parent InputGroup as the sole group
landmark while preserving the addon’s other attributes and behavior.
- Around line 70-76: Update InputGroupAddon’s click handling so consumer props
do not overwrite the internal focus behavior: place prop spreading before the
internal onClick or explicitly compose both handlers. Change the queried control
selector to focus either the group’s input or textarea, while preserving the
existing button-click exclusion.
In `@kits/docsense-agent/apps/components/ui/label.tsx`:
- Around line 8-22: No functional change is required: keep the Label component’s
current prop spreading and ref behavior under React 19.2.0. Only convert Label
to React.forwardRef if consistency with other exposed UI primitives is
explicitly desired; otherwise leave the implementation unchanged.
In `@kits/docsense-agent/apps/components/ui/spinner.tsx`:
- Around line 1-5: Add the missing React import required by the
React.ComponentProps type annotation in Spinner, following the explicit import
pattern used by the surrounding UI components. Keep the existing Loader2Icon,
cn, and Spinner implementation unchanged.
In `@kits/docsense-agent/apps/lib/requirement-state.ts`:
- Around line 114-152: Update applyDocument so requirement status changes do not
mutate objects from the input profile: when marking a satisfied requirement as
received, create and store a replacement Requirement object in reqById while
preserving all existing fields. Keep the returned updated profile and
newlySurfaced behavior unchanged, and ensure the original profile.requirements
entries remain untouched.
In `@kits/docsense-agent/apps/next.config.mjs`:
- Around line 6-8: Document the rationale for setting images.unoptimized to true
in the Next.js configuration by adding a brief inline comment explaining why
built-in image optimization is intentionally disabled. Keep the existing
configuration value unchanged.
- Around line 3-5: Remove the ignoreBuildErrors setting from the Next.js
typescript configuration so production builds fail on TypeScript errors. Do not
replace it with a production-wide suppression; if development-only behavior is
required, gate it explicitly to development while keeping production validation
enabled.
In `@kits/docsense-agent/apps/README.md`:
- Around line 1-12: Update the README content for the DocSense Agent rather than
the copied Generation kit: change the title and descriptive references, use the
DocSense Vercel deployment settings with root directory kits/docsense-agent and
DOCSENSE_INTAKE, update setup instructions to reference DocSense, replace
AGENTIC_GENERATE_CONTENT with DOCSENSE_INTAKE, and revise the repository
structure to match the actual DocSense kit layout.
In `@kits/docsense-agent/flows/docsense-intake.ts`:
- Around line 143-154: Update the API Response node configuration identified by
nodeId "graphqlResponseNode" so its outputMapping maps the DocSense reasoning
node's payload into result. Replace the empty mapping while preserving the
existing response settings, ensuring executeFlow returns the reasoning output
for apps/actions/orchestrate.ts to parse.
- Around line 56-71: Update the triggerNode_1 configuration so its values
declaration uses the input name document instead of sampleInput, preserving the
existing string type/schema and trigger metadata to match the payload consumed
by the extraction flow.
In
`@kits/docsense-agent/model-configs/docsense-intake_llmnode-599_generative-model-name.ts`:
- Around line 4-13: The generativeModelName configuration has a
credential/provider mismatch. Update credential_name in the configuration entry
with provider_name "gemini" and model_name "gemini/gemini-2.5-flash" to the
correct Gemini credential name, preserving the existing credentialId mapping.
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📒 Files selected for processing (88)
kits/docsense-agent/.env.examplekits/docsense-agent/.gitignorekits/docsense-agent/README.mdkits/docsense-agent/agent.mdkits/docsense-agent/apps/.env.examplekits/docsense-agent/apps/.gitignorekits/docsense-agent/apps/README.mdkits/docsense-agent/apps/actions/orchestrate.tskits/docsense-agent/apps/app/globals.csskits/docsense-agent/apps/app/layout.tsxkits/docsense-agent/apps/app/page.tsxkits/docsense-agent/apps/components.jsonkits/docsense-agent/apps/components/header.tsxkits/docsense-agent/apps/components/theme-provider.tsxkits/docsense-agent/apps/components/ui/accordion.tsxkits/docsense-agent/apps/components/ui/alert-dialog.tsxkits/docsense-agent/apps/components/ui/alert.tsxkits/docsense-agent/apps/components/ui/aspect-ratio.tsxkits/docsense-agent/apps/components/ui/avatar.tsxkits/docsense-agent/apps/components/ui/badge.tsxkits/docsense-agent/apps/components/ui/breadcrumb.tsxkits/docsense-agent/apps/components/ui/button-group.tsxkits/docsense-agent/apps/components/ui/button.tsxkits/docsense-agent/apps/components/ui/calendar.tsxkits/docsense-agent/apps/components/ui/card.tsxkits/docsense-agent/apps/components/ui/carousel.tsxkits/docsense-agent/apps/components/ui/chart.tsxkits/docsense-agent/apps/components/ui/checkbox.tsxkits/docsense-agent/apps/components/ui/collapsible.tsxkits/docsense-agent/apps/components/ui/command.tsxkits/docsense-agent/apps/components/ui/context-menu.tsxkits/docsense-agent/apps/components/ui/dialog.tsxkits/docsense-agent/apps/components/ui/drawer.tsxkits/docsense-agent/apps/components/ui/dropdown-menu.tsxkits/docsense-agent/apps/components/ui/empty.tsxkits/docsense-agent/apps/components/ui/field.tsxkits/docsense-agent/apps/components/ui/form.tsxkits/docsense-agent/apps/components/ui/hover-card.tsxkits/docsense-agent/apps/components/ui/input-group.tsxkits/docsense-agent/apps/components/ui/input-otp.tsxkits/docsense-agent/apps/components/ui/input.tsxkits/docsense-agent/apps/components/ui/item.tsxkits/docsense-agent/apps/components/ui/kbd.tsxkits/docsense-agent/apps/components/ui/label.tsxkits/docsense-agent/apps/components/ui/menubar.tsxkits/docsense-agent/apps/components/ui/navigation-menu.tsxkits/docsense-agent/apps/components/ui/pagination.tsxkits/docsense-agent/apps/components/ui/popover.tsxkits/docsense-agent/apps/components/ui/progress.tsxkits/docsense-agent/apps/components/ui/radio-group.tsxkits/docsense-agent/apps/components/ui/resizable.tsxkits/docsense-agent/apps/components/ui/scroll-area.tsxkits/docsense-agent/apps/components/ui/select.tsxkits/docsense-agent/apps/components/ui/separator.tsxkits/docsense-agent/apps/components/ui/sheet.tsxkits/docsense-agent/apps/components/ui/sidebar.tsxkits/docsense-agent/apps/components/ui/skeleton.tsxkits/docsense-agent/apps/components/ui/slider.tsxkits/docsense-agent/apps/components/ui/sonner.tsxkits/docsense-agent/apps/components/ui/spinner.tsxkits/docsense-agent/apps/components/ui/switch.tsxkits/docsense-agent/apps/components/ui/table.tsxkits/docsense-agent/apps/components/ui/tabs.tsxkits/docsense-agent/apps/components/ui/textarea.tsxkits/docsense-agent/apps/components/ui/toast.tsxkits/docsense-agent/apps/components/ui/toaster.tsxkits/docsense-agent/apps/components/ui/toggle-group.tsxkits/docsense-agent/apps/components/ui/toggle.tsxkits/docsense-agent/apps/components/ui/tooltip.tsxkits/docsense-agent/apps/components/ui/use-mobile.tsxkits/docsense-agent/apps/components/ui/use-toast.tskits/docsense-agent/apps/hooks/use-mobile.tskits/docsense-agent/apps/hooks/use-toast.tskits/docsense-agent/apps/lib/lamatic-client.tskits/docsense-agent/apps/lib/requirement-state.tskits/docsense-agent/apps/lib/utils.tskits/docsense-agent/apps/next.config.mjskits/docsense-agent/apps/package.jsonkits/docsense-agent/apps/tsconfig.jsonkits/docsense-agent/constitutions/default.mdkits/docsense-agent/flows/docsense-intake.tskits/docsense-agent/lamatic.config.tskits/docsense-agent/model-configs/docsense-intake_llmnode-421_generative-model-name.tskits/docsense-agent/model-configs/docsense-intake_llmnode-599_generative-model-name.tskits/docsense-agent/prompts/docsense-intake_llmnode-421_system_0.mdkits/docsense-agent/prompts/docsense-intake_llmnode-421_user_1.mdkits/docsense-agent/prompts/docsense-intake_llmnode-599_system_0.mdkits/docsense-agent/prompts/docsense-intake_llmnode-599_user_1.md
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Studio Runtime Validation (Phase 2)✅ Studio validation passed. The kit loaded successfully in Lamatic Studio. This PR is ready for final review and merge. |
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@mehwishafsa please resolve the comments above |
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Hi @akshatvirmani, thanks for the review! The CodeRabbit auto-review was
skipped due to the label gate, so I've added the `agentkit-challenge` label
and triggered it manually with ***@***.*** review`. I'll address
anything it flags right away. Studio Runtime Validation (Phase 2) is
already passing. Will follow up once CodeRabbit posts its review.
…On Mon, Jul 13, 2026 at 5:18 PM Akshat Virmani ***@***.***> wrote:
*akshatvirmani* left a comment (Lamatic/AgentKit#228)
<#228 (comment)>
@mehwishafsa <https://github.com/mehwishafsa> please resolve the comments
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Hello @mehwishafsa great! One thing: please resolve the remaining coderabbit comments |
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@mehwishafsa yeah that would be great if you resolve them |
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Hi @akshatvirmani CodeRabbit has approved and all checks are green. I'm working on the two items you mentioned now. Given the challenge timeline, would it be possible to merge once those are in? Want to make sure the submission lands in time. Thanks so much for all the reviews! |
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Done @akshatvirmani I've pushed the fix so |
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@akshatvirmani just flagging on timing the challenge deadline is close for me, and the video submission step requires the PR to be merged first. The PR has the |
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DocSense — Adaptive Document-Intake Agent
An agentic document-intake kit for accountants. It reads each client document as it arrives and infers what's still missing — instead of relying on a static checklist.
The problem: you never know the full list of documents you need until you start reading what the client sends. A foreign payment means an extra tax form; a large cash deposit means a source-of-funds note. Today that depends on one person's memory.
What it does: reads each document, extracts the facts, and proposes new requirements the document triggers — each with cited evidence. For returning clients it stays quiet on routine items and surfaces only what's different this year.
Architecture: the Lamatic flow (
docsense-intake: extraction → reasoning) does the fuzzy LLM work; a deterministic state model (apps/lib/requirement-state.ts) tracks the living requirement list and diffs returning clients against their baseline — so every requirement is explainable, never hallucinated.Built with a two-node Lamatic flow + a Next.js app. Tested end-to-end.
Added new DocSense kit scaffolding and docs:
kits/docsense-agent/README.mdkits/docsense-agent/agent.mdkits/docsense-agent/.env.examplekits/docsense-agent/.gitignorekits/docsense-agent/lamatic.config.tskits/docsense-agent/constitutions/default.mdAdded DocSense Lamatic flow + assets:
kits/docsense-agent/flows/docsense-intake.tskits/docsense-agent/model-configs/docsense-intake_llmnode-599_generative-model-name.tskits/docsense-agent/model-configs/docsense-intake_llmnode-421_generative-model-name.tskits/docsense-agent/prompts/docsense-intake_llmnode-599_system_0.mdkits/docsense-agent/prompts/docsense-intake_llmnode-599_user_1.mdkits/docsense-agent/prompts/docsense-intake_llmnode-421_system_0.mdkits/docsense-agent/prompts/docsense-intake_llmnode-421_user_1.mdAdded Next.js app kit for running the DocSense intake:
kits/docsense-agent/apps/README.mdkits/docsense-agent/apps/.env.examplekits/docsense-agent/apps/.gitignorekits/docsense-agent/apps/package.jsonkits/docsense-agent/apps/tsconfig.jsonkits/docsense-agent/apps/next.config.mjskits/docsense-agent/apps/components.jsonkits/docsense-agent/apps/app/layout.tsxkits/docsense-agent/apps/app/page.tsxkits/docsense-agent/apps/app/globals.csskits/docsense-agent/apps/components/header.tsxkits/docsense-agent/apps/components/theme-provider.tsxkits/docsense-agent/apps/components/ui/accordion.tsxkits/docsense-agent/apps/components/ui/alert-dialog.tsxkits/docsense-agent/apps/components/ui/alert.tsxkits/docsense-agent/apps/components/ui/aspect-ratio.tsxkits/docsense-agent/apps/components/ui/avatar.tsxkits/docsense-agent/apps/components/ui/badge.tsxkits/docsense-agent/apps/components/ui/breadcrumb.tsxkits/docsense-agent/apps/components/ui/button-group.tsxkits/docsense-agent/apps/components/ui/button.tsxkits/docsense-agent/apps/components/ui/calendar.tsxkits/docsense-agent/apps/components/ui/card.tsxkits/docsense-agent/apps/components/ui/carousel.tsxkits/docsense-agent/apps/components/ui/chart.tsxkits/docsense-agent/apps/components/ui/checkbox.tsxkits/docsense-agent/apps/components/ui/collapsible.tsxkits/docsense-agent/apps/components/ui/command.tsxkits/docsense-agent/apps/components/ui/context-menu.tsxkits/docsense-agent/apps/components/ui/dialog.tsxkits/docsense-agent/apps/components/ui/drawer.tsxkits/docsense-agent/apps/components/ui/dropdown-menu.tsxkits/docsense-agent/apps/components/ui/empty.tsxkits/docsense-agent/apps/components/ui/field.tsxkits/docsense-agent/apps/components/ui/form.tsxkits/docsense-agent/apps/components/ui/hover-card.tsxkits/docsense-agent/apps/components/ui/input-group.tsxkits/docsense-agent/apps/components/ui/input-otp.tsxkits/docsense-agent/apps/components/ui/input.tsxkits/docsense-agent/apps/components/ui/item.tsxkits/docsense-agent/apps/components/ui/kbd.tsxkits/docsense-agent/apps/components/ui/label.tsxkits/docsense-agent/apps/components/ui/menubar.tsxkits/docsense-agent/apps/components/ui/navigation-menu.tsxkits/docsense-agent/apps/components/ui/pagination.tsxkits/docsense-agent/apps/components/ui/popover.tsxkits/docsense-agent/apps/components/ui/progress.tsxkits/docsense-agent/apps/components/ui/radio-group.tsxkits/docsense-agent/apps/components/ui/resizable.tsxkits/docsense-agent/apps/components/ui/scroll-area.tsxkits/docsense-agent/apps/components/ui/select.tsxkits/docsense-agent/apps/components/ui/separator.tsxkits/docsense-agent/apps/components/ui/sheet.tsxkits/docsense-agent/apps/components/ui/sidebar.tsxkits/docsense-agent/apps/components/ui/skeleton.tsxkits/docsense-agent/apps/components/ui/slider.tsxkits/docsense-agent/apps/components/ui/sonner.tsxkits/docsense-agent/apps/components/ui/spinner.tsxkits/docsense-agent/apps/components/ui/switch.tsxkits/docsense-agent/apps/components/ui/table.tsxkits/docsense-agent/apps/components/ui/tabs.tsxkits/docsense-agent/apps/components/ui/textarea.tsxkits/docsense-agent/apps/components/ui/toast.tsxkits/docsense-agent/apps/components/ui/toaster.tsxkits/docsense-agent/apps/components/ui/toggle-group.tsxkits/docsense-agent/apps/components/ui/toggle.tsxkits/docsense-agent/apps/components/ui/tooltip.tsxkits/docsense-agent/apps/components/ui/use-mobile.tsxkits/docsense-agent/apps/components/ui/use-toast.tskits/docsense-agent/apps/hooks/use-mobile.tskits/docsense-agent/apps/hooks/use-toast.tskits/docsense-agent/apps/lib/lamatic-client.tskits/docsense-agent/apps/lib/requirement-state.tskits/docsense-agent/apps/lib/utils.tskits/docsense-agent/apps/actions/orchestrate.tsDocSense flow behavior (
kits/docsense-agent/flows/docsense-intake.ts):document: string.LLMNode_599): uses the 599 system/user prompts to output structured JSON facts from the document.LLMNode_421): uses the 421 prompts to compare extracted facts against the client’s current state and output JSON with:satisfies(requirements satisfied)triggers(newly triggered requirements, each citing the triggering fact)baselineRoutine.LLMNode_421.output.generatedResponseinto the flow’s finalresult(so the API response isn’t empty) and sets JSON response headers.How it works end-to-end (kit + app):
intakeDocument(...)calls the Lamaticdocsense-intakeflow with{ document: documentText }, waits forcheckStatus(requestId)when needed, parses the JSON payload robustly (handles wrapper shapes / optional ```json fences), and extractssatisfies+ `triggers`.applyDocument,detectAnomalies,outstanding) updates the client profile, computesnewlySurfaced, and returns what’s still missing (outstanding requirements) for UI display.