DebugPilot AI — AI-Powered Debugging Workflow#156
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WalkthroughAdds a new DebugPilot AI kit: lamatic kit config and flow, docs and constitutions, a minimal Next.js app scaffold with env examples, and a .gitignore for dev/build artifacts. ChangesDebugPilot AI Kit Initialization
Suggested reviewers
Your mission, should you choose to accept it: review the kit setup and docs, then self-destruct in 3… 2… 1. 🚥 Pre-merge checks | ✅ 5✅ Passed checks (5 passed)
✏️ Tip: You can configure your own custom pre-merge checks in the settings. ✨ Finishing Touches🧪 Generate unit tests (beta)
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Hello @Yashyr190 The structure is not right. Can you please check and update? Reference: https://github.com/Lamatic/AgentKit/blob/main/CONTRIBUTING.md#repository-layout |
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Actionable comments posted: 5
🤖 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/debugpilot-ai/.gitignore`:
- Around line 1-4: The .gitignore currently lists .env.local but omits .env,
risking secret leaks; update the .gitignore by adding an entry for `.env`
(alongside the existing `.env.local`, node_modules, .next, dist) so both
environment files are ignored and secrets cannot be committed.
In `@kits/debugpilot-ai/agent.md`:
- Line 14: The file ends without a trailing newline (MD047) at the end of the
line containing "Suggested engineering fixes"; open kits/debugpilot-ai/agent.md,
go to the final line with that text, and add exactly one newline character so
the file ends with a single trailing newline while not adding any extra blank
lines.
In `@kits/debugpilot-ai/apps/package.json`:
- Around line 7-10: The dependency entries for react and react-dom use caret
ranges and must be pinned to exact versions; update the package.json
dependencies so the "react" and "react-dom" fields use exact version strings
(e.g., "18.2.0" without the ^) to satisfy the locked-version requirement and
ensure deterministic installs.
In `@kits/debugpilot-ai/constitutions/default.md`:
- Line 7: Add a single trailing newline character at the end of the file so the
last line "Prefer deterministic debugging approaches" ends with a newline
(fixing MD047); open kits/debugpilot-ai/constitutions/default.md, move to the
end of the file and ensure there is one newline character after that final line.
In `@kits/debugpilot-ai/README.md`:
- Around line 162-170: Add a blank line after each screenshot heading to satisfy
markdownlint MD022: insert an empty line between the "Landing Interface" heading
and its <img ...> tag, between the "Structured Debugging Report" heading and its
first <img ...> tag, and between the "Deployment Failure Analysis" heading and
its <img ...> tag so each heading is followed by a blank line before the image.
🪄 Autofix (Beta)
Fix all unresolved CodeRabbit comments on this PR:
- Push a commit to this branch (recommended)
- Create a new PR with the fixes
ℹ️ Review info
⚙️ Run configuration
Configuration used: Repository UI (base), Organization UI (inherited)
Review profile: ASSERTIVE
Plan: Pro
Run ID: c4e2cd6f-5564-4611-8443-a16642aea684
📒 Files selected for processing (10)
kits/debugpilot-ai/.gitignorekits/debugpilot-ai/README.mdkits/debugpilot-ai/agent.mdkits/debugpilot-ai/apps/.env.examplekits/debugpilot-ai/apps/app/page.tsxkits/debugpilot-ai/apps/package.jsonkits/debugpilot-ai/apps/tsconfig.jsonkits/debugpilot-ai/constitutions/default.mdkits/debugpilot-ai/flows/debugpilot-flow.tskits/debugpilot-ai/lamatic.config.ts
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Actionable comments posted: 3
🤖 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/debugpilot-ai/apps/package.json`:
- Around line 4-6: The package.json currently only defines the "dev" script;
update the "scripts" object to add production and quality commands by adding
"build" (run Next's production compile, e.g., "next build"), "start" (run the
compiled server, e.g., "next start"), and a "lint" script (run ESLint over the
repo, e.g., "next lint" or "eslint . --ext .js,.jsx,.ts,.tsx"); edit the same
"scripts" object where "dev" is defined so CI and deploys can invoke "npm run
build", "npm run start", and "npm run lint".
- Around line 7-11: The package.json currently lists only runtime deps under
"dependencies" but is missing TypeScript tooling required for building .tsx
files; add "typescript" and appropriate type packages (e.g., "@types/react",
"@types/react-dom", and "@types/node") to the project
dependencies/devDependencies in package.json so the TypeScript compiler and type
definitions are available for the tsconfig.json-based build and editor tooling;
update the "dependencies"/"devDependencies" section accordingly and run the
install to ensure tsc and the React/Node types are present.
In `@kits/debugpilot-ai/flows/debugpilot-flow.ts`:
- Around line 1-9: The current getDebugPilotFlow() only returns metadata;
replace it with a Lamatic-style flow object containing top-level keys meta,
inputs, references, nodes, and edges to match execute-flow.ts structure; add a
trigger node named triggerNode of type graphqlNode, at least one processing node
(e.g., debugLLMNode or LLMNode) to perform analysis, create edges connecting
triggerNode -> debugLLMNode -> any output node, and populate references with
output mappings so the flow can export results to Studio; ensure the function
still exports the flow as getDebugPilotFlow.
🪄 Autofix (Beta)
Fix all unresolved CodeRabbit comments on this PR:
- Push a commit to this branch (recommended)
- Create a new PR with the fixes
ℹ️ Review info
⚙️ Run configuration
Configuration used: Repository UI (base), Organization UI (inherited)
Review profile: ASSERTIVE
Plan: Pro
Run ID: 474e4ecb-5d27-4875-a36c-2e473e6192ca
📒 Files selected for processing (9)
kits/debugpilot-ai/.gitignorekits/debugpilot-ai/README.mdkits/debugpilot-ai/agent.mdkits/debugpilot-ai/apps/app/page.tsxkits/debugpilot-ai/apps/next.config.mjskits/debugpilot-ai/apps/package.jsonkits/debugpilot-ai/constitutions/default.mdkits/debugpilot-ai/flows/debugpilot-flow.tskits/debugpilot-ai/lamatic.config.ts
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♻️ Duplicate comments (1)
kits/debugpilot-ai/flows/debugpilot-flow.ts (1)
4-8:⚠️ Potential issue | 🔴 Critical | 🏗️ Heavy liftMission-critical: this export is metadata-only, not a runnable flow definition.
Your mission, should you choose to accept it: replace this with a full Lamatic flow object (
meta,inputs,references,nodes,edges). In its current form, Line 4-8 cannot execute as an actual workflow and will block thedebugpilot-flowcontract.#!/bin/bash # Read-only verification: compare this flow shape with established kit flow files. # Expected result: this file should expose full flow keys; currently likely only id/name. set -euo pipefail echo "== Target flow ==" cat -n kits/debugpilot-ai/flows/debugpilot-flow.ts echo echo "== Compare against existing flow implementations (if present) ==" fd -t f "flow.ts" kits | xargs -I{} sh -c 'echo "--- {} ---"; rg -n "meta|inputs|references|nodes|edges" "{}" || true'🤖 Prompt for 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. In `@kits/debugpilot-ai/flows/debugpilot-flow.ts` around lines 4 - 8, The current export getDebugPilotFlow returns only id/name metadata and must be replaced with a full Lamatic flow object: update the exported function getDebugPilotFlow to return an object containing meta, inputs, references, nodes, and edges (not just id/name) so it is a runnable flow; populate meta (id, name, description, version), define inputs schema expected by the debugpilot kit, add references for any external tools/services, and implement nodes and edges representing the flow graph (use existing flow implementations as a template for node/edge shapes and naming conventions) so the debugpilot-flow contract can execute.
🤖 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.
Duplicate comments:
In `@kits/debugpilot-ai/flows/debugpilot-flow.ts`:
- Around line 4-8: The current export getDebugPilotFlow returns only id/name
metadata and must be replaced with a full Lamatic flow object: update the
exported function getDebugPilotFlow to return an object containing meta, inputs,
references, nodes, and edges (not just id/name) so it is a runnable flow;
populate meta (id, name, description, version), define inputs schema expected by
the debugpilot kit, add references for any external tools/services, and
implement nodes and edges representing the flow graph (use existing flow
implementations as a template for node/edge shapes and naming conventions) so
the debugpilot-flow contract can execute.
ℹ️ Review info
⚙️ Run configuration
Configuration used: Repository UI (base), Organization UI (inherited)
Review profile: ASSERTIVE
Plan: Pro
Run ID: 9e4ed1eb-2928-47ef-ad23-388625277a3d
📒 Files selected for processing (2)
kits/debugpilot-ai/apps/package.jsonkits/debugpilot-ai/flows/debugpilot-flow.ts
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2 participants
DebugPilot AI — AI-Powered Debugging Assistant
Contribution Type
Overview
DebugPilot AI is an AI-powered debugging assistant designed to help developers analyze runtime errors, deployment failures, API issues, and stack traces through structured engineering-focused workflows.
The kit provides:
Repository Structure Validation
kits/debugpilot-ai/lamatic.config.tsREADME.mdagent.mdflows/constitutions/default.mdapps/App Structure
The kit includes a minimal Next.js application scaffold with:
apps/package.jsonapps/app/page.tsxapps/.env.exampleapps/next.config.mjsapps/tsconfig.jsonFlow Configuration
The kit defines:
debugpilot-flowDEBUGPILOT_FLOW_IDLocal Validation
npm installcompletes successfullynpm run devstarts locallyNotes
This submission focuses on establishing the foundational kit structure, workflow configuration, and debugging-oriented AI experience aligned with AgentKit contribution guidelines.
Files Added
Core Kit Configuration:
kits/debugpilot-ai/lamatic.config.ts- Kit metadata, configuration, and step definitions (includesdebugpilot-flowstep with environment binding toDEBUGPILOT_FLOW_ID)kits/debugpilot-ai/flows/debugpilot-flow.ts- Flow definition exportinggetDebugPilotFlow()function returning basic flow metadata (id: "debugpilot-flow",name: "DebugPilot Root Cause Analysis Flow")kits/debugpilot-ai/constitutions/default.md- DebugPilot AI Constitution with engineering-focused rules emphasizing actionable debugging, production-safe recommendations, and deterministic approachesDocumentation:
kits/debugpilot-ai/README.md- Comprehensive project documentation including problem/solution framing, core features (incident triage, severity classification, subsystem identification, root-cause analysis, next-step guidance, checklists, prevention guidance, confidence scoring), architecture overview, getting-started guide, and tech stackkits/debugpilot-ai/agent.md- Agent capability documentation describing the AI-powered debugging assistant's capabilitiesNext.js App Scaffold:
kits/debugpilot-ai/apps/package.json- App configuration with Next.js 14.2.5, React 18.2.0, TypeScript, and dev/build/start/lint scriptskits/debugpilot-ai/apps/app/page.tsx- Minimal homepage component rendering "DebugPilot AI"kits/debugpilot-ai/apps/next.config.mjs- Empty Next.js configurationkits/debugpilot-ai/apps/tsconfig.json- TypeScript configuration with JSX set to "preserve"kits/debugpilot-ai/apps/.env.example- Environment variables template (LAMATIC_API_KEY,LAMATIC_PROJECT_ID,DEBUGPILOT_FLOW_ID)Development:
kits/debugpilot-ai/.gitignore- Standard ignore patterns (node_modules, .next, .env, .env.local, dist)Flow Architecture
The flow definition is currently foundational/placeholder level. The
debugpilot-flow.tsfile exports a minimal configuration with only metadata (id and name) and does not include detailed node definitions or orchestration logic. No flow.json or node type specifications are present in this PR. The actual flow implementation (nodes, edges, and workflow steps for debugging analysis) appears to be deferred for future iterations.High-Level Capability Summary
DebugPilot AI is positioned as an AI-powered debugging assistant providing:
The kit follows AgentKit structure with proper configuration binding, environment variable management, and a minimal Next.js application scaffold for the UI layer.