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foresight

Generate ranked, verb-first priorities from local AI-OS brain context.

Updated Apr 18, 2026
Search Tags:#planning#strategy#prioritization#goals#calendar#decision-making#foresight
One-click install
npx skills add https://github.com/ludwigawra/florentxlundaisociety --skill foresight-ludwigawra
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: foresight
Source: https://github.com/ludwigawra/florentxlundaisociety/tree/main/plugin/skills/core/foresight
Command: npx skills add https://github.com/ludwigawra/florentxlundaisociety --skill foresight-ludwigawra

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Turn a scattered set of goals, decisions, projects, and calendar signals into a short, ranked plan that allocates the user's next window of attention with explicit trade-offs and an item to drop.

Core Features & Use Cases

  • Source-aware inventory: Reads goals, active context, recent decisions, project folders, patterns, and optional calendar data to build a demand inventory.
  • Structured ranking: Produces 3–7 verb-first, ranked priorities with a one-line rationale tied to anchors/goals/compounding/decay-risk, an expected cost, a concrete signal of progress, and a clear risk if skipped.
  • Capacity and constraints: Respects user capacity (light/normal/sprint), flags stale inputs, cross-checks learned patterns, and recommends a single explicit drop to reduce inertia.
  • Use Case: Use when planning the week or quarter, when feeling scattered, after a reflection yields course corrections, or when a deadline/launch requires sequencing.

Quick Start

Plan my upcoming week with normal capacity and return five ranked priorities with rationale, expected cost, a progress signal for each, and one explicit drop.

Frequently Asked Questions about foresight

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I prioritize goals and tasks for a weekly planning window when I feel scattered?▼

To prioritize goals for a weekly planning window, this Skill reads your local context, goals, and calendar to generate 3–7 ranked, verb-first priorities with rationale, expected cost, progress signals, and an explicit drop to recover focus.

What is the best way to sequence project commitments and approaching deadlines for a quarterly plan?▼

The best way to sequence quarterly plan commitments is by analyzing active context and recent decisions to output ranked priorities. Each priority includes a risk-if-skipped flag and a progress signal to track your deadline response effectively.

Can I use my calendar data and recent decisions to generate actionable ranked priorities?▼

Yes, you can use optional calendar data alongside recent decisions and project folders. The tool builds a source-aware demand inventory to structure your priorities, respecting your chosen capacity level whether light, normal, or sprint.

How does prioritization account for capacity constraints and focus recovery during strategy planning?▼

Strategy planning prioritization accounts for capacity constraints by matching your light, normal, or sprint capacity. It cross-checks learned patterns, flags stale inputs, and recommends one explicit drop item to reduce inertia and recover focus.

When should I use an AI-driven ranking system for task prioritization over manual scheduling?▼

You should use AI-driven task prioritization when you need to sequence commitments after a reflection, respond to approaching deadlines, or recover from feeling scattered. It synthesizes goals and decisions into a structured, actionable ranked list.

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