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Suivi léger des dépendances avec MCP : identifier les problèmes de séquencement

Infer task dependencies from titles and comments, then produce a sequencing plan using MCP. This guide shows you how to identify dependencies, ask for constraints, suggest task reorderings, and generate reminders for dependency management.

Ce que ce workflow permet

Dependency tracking with MCP helps identify and manage task sequencing:

Résultats clés

  • Dependency inference: Automatically identify task dependencies from titles and comments
  • Sequencing plan: Generate an optimal task execution order
  • Constraint handling: Consider timeline and resource constraints
  • Reorder suggestions: Propose task reorderings to resolve sequencing issues
  • Reminder generation: Create reminders for dependency-related actions

Prérequis

Before using this workflow, ensure you have:

Workflow pas à pas

Step 1: Gather Tasks for Analysis

Start by collecting tasks that might have dependencies:

Task Collection Prompt

"Analyze task dependencies for the [Project Name] project. First, list all tasks that are not completed. For each task, get the title, description, and comments. Show me the task list before analyzing dependencies."

What the AI does:

  1. Calls list_tasks filtered by project
  2. Filters out completed tasks
  3. Calls get_task for each task to get details
  4. Calls list_task_comments to get comment context
  5. Presents task list for review

Step 2: Infer Dependencies

Analyze task titles and comments to identify dependencies:

Dependency Inference Prompt

"Analyze the tasks and infer dependencies: - Look for task titles that reference other tasks (e.g., 'Implement X' depends on 'Design X') - Check comments for mentions of dependencies or blockers - Identify implicit dependencies (e.g., 'Write tests' depends on 'Implement feature') - Look for sequential patterns (setup → implementation → testing) For each dependency found, show: dependent task, prerequisite task, and why it's a dependency."

What the AI does:

  1. Analyzes task titles for dependency keywords
  2. Reviews comments for dependency mentions
  3. Identifies implicit dependencies from task types
  4. Maps dependencies between tasks

Step 3: Ask for Constraints

Consider timeline and resource constraints:

Constraint Gathering Prompt

"For the dependency graph, consider these constraints: - Timeline constraints: Are there hard deadlines for specific tasks? - Resource constraints: Are there team members who can only work on certain tasks? - External dependencies: Are there tasks waiting on external factors (client approval, third-party services)? Show me the constraints you've identified and how they affect the sequencing plan."

What the AI does:

  1. Analyzes task due dates and assignees
  2. Identifies timeline constraints
  3. Considers resource availability
  4. Maps external dependencies

Step 4: Generate Sequencing Plan

Create an optimal task execution order:

Sequencing Plan Prompt

"Generate a sequencing plan based on the dependencies and constraints: - Order tasks so prerequisites are completed first - Respect timeline constraints (deadlines, due dates) - Consider resource constraints (assignee availability) - Identify critical path (tasks that must be done in sequence) - Show the execution order with phases or milestones Present the plan as a clear sequence with explanations."

What the AI does:

  1. Builds dependency graph
  2. Applies constraints to ordering
  3. Identifies critical path
  4. Generates optimal sequence
  5. Presents plan with phases

Step 5: Suggest Reorderings

Propose changes to resolve sequencing issues:

Reordering Suggestions Prompt

"Based on the dependency analysis, suggest task reorderings: - Tasks that should be moved earlier (to unblock dependencies) - Tasks that should be moved later (to respect prerequisites) - Tasks that can be done in parallel (no dependencies) - Tasks that are currently blocking others For each suggestion, explain why the reordering helps."

What the AI does:

  1. Compares current task order to optimal sequence
  2. Identifies tasks that should be reordered
  3. Explains benefits of each reordering
  4. Prioritizes most impactful changes

Step 6: Generate Reminders

Create reminders for dependency-related actions:

Reminder Generation Prompt

"Generate reminders for dependency management: - Reminders to check on prerequisite tasks before starting dependent work - Reminders to update dependent tasks when prerequisites are completed - Reminders to review sequencing if constraints change - Reminders for critical path tasks that are blocking others Format reminders as actionable items with suggested timing."

What the AI does:

  1. Identifies key dependency checkpoints
  2. Generates reminder messages
  3. Suggests timing for each reminder
  4. Formats as actionable items

Complete Workflow Prompts

Here are complete, copy-paste ready prompts:

Full Dependency Analysis

"Perform a dependency analysis for [Project Name]: 1. List all incomplete tasks 2. Infer dependencies from task titles and comments 3. Identify constraints (timeline, resources, external) 4. Generate a sequencing plan with phases 5. Suggest task reorderings to optimize execution 6. Generate reminders for dependency management Show the dependency graph, optimal sequence, and actionable recommendations."

Use this when: You want a complete dependency analysis

Quick Dependency Check

"Quick dependency check for [Project Name]: infer dependencies from task titles and comments, then show me the dependency graph and any sequencing issues."

Use this when: You want a quick overview of dependencies

Sequencing Plan Only

"Generate a sequencing plan for [Project Name] tasks. Consider dependencies and constraints, then show the optimal execution order with phases."

Use this when: You just need the execution order

Workflow Variants

Variant 1: Critical Path Analysis

Focus on the critical path:

"Identify the critical path for [Project Name]: - Find the longest sequence of dependent tasks - Show which tasks are on the critical path - Identify risks to the critical path - Suggest ways to shorten the critical path Focus only on tasks that directly impact project timeline."

What happens: AI focuses on critical path tasks only

Variant 2: Parallel Work Identification

Find tasks that can be done in parallel:

"Find tasks that can be done in parallel for [Project Name]: - Identify tasks with no dependencies on each other - Group tasks that can be worked on simultaneously - Suggest parallel execution opportunities - Consider resource constraints (assignees) Show which tasks can be parallelized to speed up execution."

What happens: AI identifies parallelization opportunities

Example: Complete Dependency Analysis Session

Here's a real example of how a dependency analysis session flows:

User Prompt

"Perform a dependency analysis for the API Redesign project. Infer dependencies, generate a sequencing plan, and suggest reorderings."

AI Response (Dependency Analysis)

Dependency Analysis - API Redesign Project

Inferred Dependencies:

  • Implement Auth Endpoints depends on Design Auth Flow (implicit: implementation needs design)
  • Write API Tests depends on Implement Auth Endpoints (implicit: tests need implementation)
  • Write API Documentation depends on Implement Auth Endpoints (from comment: "document after implementation")

Sequencing Plan:

Phase 1 (Prerequisites):

  1. Design Auth Flow
  2. Design API Structure (can be parallel with #1)

Phase 2 (Implementation):

  1. Implement Auth Endpoints
  2. Implement User Endpoints (can be parallel with #1 after Phase 1)

Phase 3 (Validation):

  1. Write API Tests
  2. Write API Documentation (can be parallel with #1)

Reordering Suggestions:

  • Move "Design Auth Flow" earlier - it's currently blocking implementation
  • Consider doing "Design API Structure" in parallel with "Design Auth Flow" to save time

Troubleshooting

No Dependencies Found

Symptom: AI reports no dependencies

Possible causes:

  • Task titles don't indicate dependencies
  • Comments don't mention dependencies
  • Tasks are truly independent

Fix: Provide explicit dependency information: "Task X depends on Task Y" or add dependency comments to tasks

Circular Dependencies

Symptom: AI identifies circular dependencies

Possible causes:

  • Tasks actually have circular dependencies
  • AI misidentified dependencies

Fix: Review identified dependencies and clarify: "Task X does not depend on Task Y" or break the circular dependency

Related Tools

This workflow uses these Corcava MCP tools:

list_tasks

Gather tasks for dependency analysis

get_task

Get task details for dependency inference

list_task_comments

Check comments for dependency mentions

Related Use Cases

Risk Review

Identify dependency-related risks

Sprint Planning

Plan sprints with dependency awareness

Track Task Dependencies Automatically

Connect your AI assistant to Corcava and identify sequencing issues

Get Started →Tool Reference

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