look-ahead — for Claude Code look-ahead, nexo-agent, community, for Claude Code, ide skills, $ARGUMENTS, briefing, ai_reminders.overdue[], upcoming_important_dates[], ai_reminders.upcoming[]

v1.0.0

关于此技能

适用场景: Ideal for AI agents that need look-ahead briefing. 本地化技能摘要: # Look-ahead briefing Forward-looking review. This AI agent skill supports Claude Code, Cursor, and Windsurf workflows.

功能特性

Look-ahead briefing
Forward-looking review. Decision-first framing: what's time-sensitive, what needs a call today
Caller-supplied focus: $ARGUMENTS
Every look-ahead fetches fresh — the point is a current read on what's coming.
What this skill emphasizes

# 核心主题

ellison-projects ellison-projects
[0]
[0]
更新于: 4/27/2026

Killer-Skills Review

Decision support comes first. Repository text comes second.

Reference-Only Page Review Score: 10/11

This page remains useful for teams, but Killer-Skills treats it as reference material instead of a primary organic landing page.

Original recommendation layer Concrete use-case guidance Explicit limitations and caution Quality floor passed for review
Review Score
10/11
Quality Score
61
Canonical Locale
en
Detected Body Locale
en

适用场景: Ideal for AI agents that need look-ahead briefing. 本地化技能摘要: # Look-ahead briefing Forward-looking review. This AI agent skill supports Claude Code, Cursor, and Windsurf workflows.

核心价值

推荐说明: look-ahead helps agents look-ahead briefing. Look-ahead briefing Forward-looking review. This AI agent skill supports Claude Code, Cursor, and Windsurf workflows.

适用 Agent 类型

适用场景: Ideal for AI agents that need look-ahead briefing.

赋予的主要能力 · look-ahead

适用任务: Applying Look-ahead briefing
适用任务: Applying Forward-looking review. Decision-first framing: what's time-sensitive, what needs a call today
适用任务: Applying Caller-supplied focus: $ARGUMENTS

! 使用限制与门槛

  • 限制说明: Forward-looking review. Decision-first framing: what's time-sensitive, what needs a call today, what's on the horizon.
  • 限制说明: New items since the prior snapshot — only if they're plausibly time-sensitive.
  • 限制说明: Don't call other NexoPRM endpoints. The briefing response is the

Why this page is reference-only

  • - Current locale does not satisfy the locale-governance contract.

Source Boundary

The section below is imported from the upstream repository and should be treated as secondary evidence. Use the Killer-Skills review above as the primary layer for fit, risk, and installation decisions.

评审后的下一步

先决定动作,再继续看上游仓库材料

Killer-Skills 的主价值不应该停在“帮你打开仓库说明”,而是先帮你判断这项技能是否值得安装、是否应该回到可信集合复核,以及是否已经进入工作流落地阶段。

实验室 Demo

Browser Sandbox Environment

⚡️ Ready to unleash?

Experience this Agent in a zero-setup browser environment powered by WebContainers. No installation required.

Boot Container Sandbox

常见问题与安装步骤

以下问题与步骤与页面结构化数据保持一致,便于搜索引擎理解页面内容。

? FAQ

look-ahead 是什么?

适用场景: Ideal for AI agents that need look-ahead briefing. 本地化技能摘要: # Look-ahead briefing Forward-looking review. This AI agent skill supports Claude Code, Cursor, and Windsurf workflows.

如何安装 look-ahead?

运行命令:npx killer-skills add ellison-projects/nexo-agent/look-ahead。支持 Cursor、Windsurf、VS Code、Claude Code 等 19+ IDE/Agent。

look-ahead 适用于哪些场景?

典型场景包括:适用任务: Applying Look-ahead briefing、适用任务: Applying Forward-looking review. Decision-first framing: what's time-sensitive, what needs a call today、适用任务: Applying Caller-supplied focus: $ARGUMENTS。

look-ahead 支持哪些 IDE 或 Agent?

该技能兼容 Cursor, Windsurf, VS Code, Trae, Claude Code, OpenClaw, Aider, Codex, OpenCode, Goose, Cline, Roo Code, Kiro, Augment Code, Continue, GitHub Copilot, Sourcegraph Cody, and Amazon Q Developer。可使用 Killer-Skills CLI 一条命令通用安装。

look-ahead 有哪些限制?

限制说明: Forward-looking review. Decision-first framing: what's time-sensitive, what needs a call today, what's on the horizon.;限制说明: New items since the prior snapshot — only if they're plausibly time-sensitive.;限制说明: Don't call other NexoPRM endpoints. The briefing response is the。

安装步骤

  1. 1. 打开终端

    在你的项目目录中打开终端或命令行。

  2. 2. 执行安装命令

    运行:npx killer-skills add ellison-projects/nexo-agent/look-ahead。CLI 会自动识别 IDE 或 AI Agent 并完成配置。

  3. 3. 开始使用技能

    look-ahead 已启用,可立即在当前项目中调用。

! 参考页模式

此页面仍可作为安装与查阅参考,但 Killer-Skills 不再把它视为主要可索引落地页。请优先阅读上方评审结论,再决定是否继续查看上游仓库说明。

Upstream Repository Material

The section below is imported from the upstream repository and should be treated as secondary evidence. Use the Killer-Skills review above as the primary layer for fit, risk, and installation decisions.

Upstream Source

look-ahead

# Look-ahead briefing Forward-looking review. This AI agent skill supports Claude Code, Cursor, and Windsurf workflows. Look-ahead briefing

SKILL.md
Readonly
Upstream Repository Material
The section below is imported from the upstream repository and should be treated as secondary evidence. Use the Killer-Skills review above as the primary layer for fit, risk, and installation decisions.
Supporting Evidence

Look-ahead briefing

Forward-looking review. Decision-first framing: what's time-sensitive, what needs a call today, what's on the horizon.

Your task

Run the look-ahead flow below and return the review to the caller. If $ARGUMENTS is non-empty, treat it as user-supplied emphasis or focus (e.g. "focus on work this week", "prep me for Friday"); otherwise produce the standard output.

Caller-supplied focus: $ARGUMENTS

Fetch + snapshot

Same mechanics as the briefing skill — see .claude/skills/briefing/SKILL.md for the full spec (filename format, error handling, storage in public/briefings/, and the commit-and-push step). Fetch GET /api/agent/briefing, write the raw response to public/briefings/YYYY-MM-DDTHHMMSSZ.json, then commit and push per the canonical spec. Do not duplicate or re-describe the snapshot mechanics here.

Every look-ahead fetches fresh — the point is a current read on what's coming.

What this skill emphasizes

Prioritize these briefing fields (top of output first):

  1. ai_reminders.overdue[] — always lead with these if any exist.
  2. upcoming_important_dates[] — filter to next 7 days.
  3. ai_reminders.upcoming[] — filter to next 7 days if a due_at is present.
  4. working_note_reminders[] — plan items flagged due or overdue.
  5. New items since the prior snapshot — only if they're plausibly time-sensitive.

De-emphasize or omit: recent_moments, food_log, stale_people, pillars, goals, closed items. Those belong in look-back. Skip unless they sharpen a time-sensitive call.

Output shape

Look-ahead — <timestamp of this snapshot>

Headline: <one sentence, state-of-play for today and the next few days>

Do this first:
<a single item. The most time-sensitive or highest-leverage thing. Be specific about why.>

Time-sensitive (next 7d):
- <YYYY-MM-DD> — <item>  (#<id>)

Overdue reminders:
- #<id> <description>  (<how overdue>)

Watch items:
- <items that aren't urgent yet but will be within the window, or stuck items that risk becoming urgent>

Worth your attention:
<1–2 sentences. Advisory framing. What the data is telling you to watch, decide, or drop.>

Section rules:

  • Cap each section at 5 items. If there are more, end with +N more.
  • Omit empty sections.
  • If nothing is time-sensitive and nothing is overdue, say so plainly: "Nothing pressing in the next 7 days. Use the space."

Voice

Calm chief-of-staff walking you through the day before it starts. Directive, not alarmist. "Here's what's in front of you — this is the one I'd do first." No cheerfulness, no scolding, no filler.

Read docs/matt/goals.md or docs/matt/preferences.md if it would sharpen the "do this first" call. Don't read them by default.

Constraints

  • Read-only. Don't write to NexoPRM from this skill. If Matt wants to act on an item, the nexo-prm skill handles non-person writes and nexo-people handles person-attached writes.
  • Don't call other NexoPRM endpoints. The briefing response is the single source.
  • Don't invent urgency. If the data doesn't justify "do this first," say there's no clear priority today.
  • Don't log or echo NEXO_API_KEY.

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