feat: add learning path replanner template#187
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WalkthroughThis PR adds a new "Learning Path Replanner" template under ChangesLearning Path Replanner template
Suggested reviewers: 🚥 Pre-merge checks | ✅ 5✅ Passed checks (5 passed)
✨ Finishing Touches🧪 Generate unit tests (beta)
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Pull request overview
This PR introduces a new “Learning Path Replanner” kit/template under kits/learning-path-replanner, intended to diagnose a student’s learning gaps and generate an adaptive, day-by-day recovery plan (including micro-lessons and a checkpoint quiz).
Changes:
- Adds a new Lamatic flow (
learning-path-replanner) with two LLM stages: diagnosis → plan generation. - Adds prompt assets, model configs, and a default constitution/agent documentation for the template.
- Adds template packaging metadata (
lamatic.config.ts), README, and kit-level.gitignore.
Reviewed changes
Copilot reviewed 12 out of 12 changed files in this pull request and generated 3 comments.
Show a summary per file
| File | Description |
|---|---|
| kits/learning-path-replanner/README.md | Documents the template purpose, IO shape, and usage. |
| kits/learning-path-replanner/prompts/learning-path-replanner_llmnode-333_system_0.md | System prompt for the diagnosis node (structured diagnosis output). |
| kits/learning-path-replanner/prompts/learning-path-replanner_llmnode-333_user_1.md | User prompt template feeding trigger inputs into the diagnosis node. |
| kits/learning-path-replanner/prompts/learning-path-replanner_llmnode-593_system_0.md | System prompt for the recovery-plan node (structured plan output). |
| kits/learning-path-replanner/prompts/learning-path-replanner_llmnode-593_user_1.md | User prompt template feeding trigger inputs + diagnosis into the plan node. |
| kits/learning-path-replanner/model-configs/learning-path-replanner_llmnode-333_generative-model-name.ts | Model config for the diagnosis node. |
| kits/learning-path-replanner/model-configs/learning-path-replanner_llmnode-593_generative-model-name.ts | Model config for the recovery-plan node. |
| kits/learning-path-replanner/lamatic.config.ts | Template metadata (name/description/tags/links). |
| kits/learning-path-replanner/flows/learning-path-replanner.ts | Defines the flow graph, references, trigger schema, and response mapping. |
| kits/learning-path-replanner/constitutions/default.md | Adds a baseline constitution (identity/safety/data handling/tone). |
| kits/learning-path-replanner/agent.md | Human-readable agent/template documentation and guardrails. |
| kits/learning-path-replanner/.gitignore | Ignores Lamatic artifacts and local env files for this kit. |
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| "model_name": "groq/llama-3.3-70b-versatile", | ||
| "credentialId": "32548a6b-7257-4e98-b7bc-af545a7de462", | ||
| "provider_name": "groq", | ||
| "credential_name": "groq" |
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Actionable comments posted: 1
Caution
Some comments are outside the diff and can’t be posted inline due to platform limitations.
⚠️ Outside diff range comments (1)
kits/learning-path-replanner/README.md (1)
1-58: 📐 Maintainability & Code Quality | 🟡 Minor | ⚡ Quick winAdd a setup / getting-started section.
This README is a good overview, but it doesn't tell consumers how to install, import, or configure the kit. As per coding guidelines,
kits/*/README.mdmust be a human-readable setup guide.🤖 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/learning-path-replanner/README.md` around lines 1 - 58, The README is missing the required setup/getting-started guidance for consumers of the Learning Path Replanner kit. Update this README to add a human-readable setup section that explains how to install or add the kit, how to import or invoke the main workflow, and any required configuration or input expectations; keep the existing overview but add a clear getting-started path using the kit’s core concepts like Learning Path Replanner, input schema, and output sections.Source: Coding guidelines
🤖 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/learning-path-replanner/prompts/learning-path-replanner_llmnode-593_user_1.md`:
- Around line 13-14: The diagnosis placeholder in this prompt is still wired to
the wrong upstream node, so the recovery-plan stage will not receive the actual
diagnosis text. Update the Learning Diagnosis input reference in this prompt to
use LLMNode_333.output.generatedResponse, matching the flow wiring used by the
replanner chain, and ensure the placeholder name stays consistent with the next
node’s expected diagnosis input.
---
Outside diff comments:
In `@kits/learning-path-replanner/README.md`:
- Around line 1-58: The README is missing the required setup/getting-started
guidance for consumers of the Learning Path Replanner kit. Update this README to
add a human-readable setup section that explains how to install or add the kit,
how to import or invoke the main workflow, and any required configuration or
input expectations; keep the existing overview but add a clear getting-started
path using the kit’s core concepts like Learning Path Replanner, input schema,
and output sections.
🪄 Autofix (Beta)
Fix all unresolved CodeRabbit comments on this PR:
- Push a commit to this branch (recommended)
- Create a new PR with the fixes
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📒 Files selected for processing (12)
kits/learning-path-replanner/.gitignorekits/learning-path-replanner/README.mdkits/learning-path-replanner/agent.mdkits/learning-path-replanner/constitutions/default.mdkits/learning-path-replanner/flows/learning-path-replanner.tskits/learning-path-replanner/lamatic.config.tskits/learning-path-replanner/model-configs/learning-path-replanner_llmnode-333_generative-model-name.tskits/learning-path-replanner/model-configs/learning-path-replanner_llmnode-593_generative-model-name.tskits/learning-path-replanner/prompts/learning-path-replanner_llmnode-333_system_0.mdkits/learning-path-replanner/prompts/learning-path-replanner_llmnode-333_user_1.mdkits/learning-path-replanner/prompts/learning-path-replanner_llmnode-593_system_0.mdkits/learning-path-replanner/prompts/learning-path-replanner_llmnode-593_user_1.md
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I have resolved the issues flagged by the system
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PR Checklist
1. Select Contribution Type
2. General Requirements
learning-path-replannerREADME.md3. File Structure
lamatic.config.tspresent with valid metadataflows/learning-path-replanner.tsagent.mdpresentREADME.mdpresentconstitutions/default.mdpresent.envor.env.localcommitted4. Validation
feat:kits/learning-path-replannertemplate package for a “learning path replanner” education workflow.lamatic.config.tswith template metadata, tags, required step info, and deployment/GitHub links.flows/learning-path-replanner.ts, defining the full flow:triggerNodeAPI request input for student learning contextLLMNode_333to diagnose learning gapsLLMNode_593to generate an adaptive recovery planresponseNodeto returnlearningDiagnosisandadaptiveRecoveryPlanllama-3.3-70b-versatilemodel.agent.mddescribing the agent behavior, required inputs, output shape, and privacy guardrails.constitutions/default.mdwith safety, data handling, and tone rules.README.mddocumenting purpose, input/output schema, privacy note, and use cases..gitignoreentries for.lamatic/,node_modules/, and local env files.