跳至主要内容
小龙虾小龙虾AI
🤖

Auto Context

Automatically read relevant context before major actions. Loads TODO.md, roadmap.md, handoffs, task plans, and other project context files so the AI operates with full situational awareness. Use when starting a task, implementing a feature, refactoring, debugging, planning, or resuming a session.

下载627
星标2
版本1.0.0
效率工具
安全通过
💬Prompt

技能说明


name: auto-context model: fast description: Automatically read relevant context before major actions. Loads TODO.md, roadmap.md, handoffs, task plans, and other project context files so the AI operates with full situational awareness. Use when starting a task, implementing a feature, refactoring, debugging, planning, or resuming a session.

Auto-Context — Situational Awareness Protocol (Meta-Skill)

Before you act, understand where you are. This skill ensures the AI loads critical project context automatically before any major action, preventing wasted effort, duplicate work, and misaligned implementations.

Installation

OpenClaw / Moltbot / Clawbot

npx clawhub@latest install auto-context

When to Activate

This skill triggers automatically based on the current action. Do not wait for the user to ask — proactively load context when any of these conditions are met.

TriggerWhyMinimum Context
Starting a new taskUnderstand priorities, avoid conflictsCritical + High
Implementing a featureKnow the plan, constraints, recent changesCritical + High
Refactoring codeUnderstand what changed recently, what's plannedCritical + High + Medium
Debugging an issueCheck recent changes, known issues, discoveriesCritical + High + Medium
Planning or scoping workFull picture of roadmap, backlog, progressAll levels
Session start or resumeRebuild mental model from last session stateCritical + High
Before a handoffEnsure nothing is missed in transitionAll levels

Context Files to Read

Read these files in priority order. Stop early if the task is narrow and lower-priority files are clearly irrelevant.

PriorityFilePurposeRead When
CriticalTODO.mdCurrent tasks, backlog, and prioritiesAlways
Criticalroadmap.mdPhase status, milestones, project directionAlways
Hightask_plan.mdActive task breakdown and implementation planFile exists
High.cursor/handoffs/*.mdRecent handoff notes (read last 3 by date)File exists
Mediumfindings.mdResearch results, discoveries, decisions madeRelevant to task
MediumCHANGELOG.mdRecent changes and their rationaleRelevant to task
Low.cursor/sessions/*.mdSession summaries (read last 2 by date)Planning or debugging

Alternate Locations

Some projects use different paths. Check these fallbacks if primary paths are empty:

PrimaryFallback
TODO.mddocs/TODO.md, ai/TODO.md
roadmap.mddocs/roadmap.md, ROADMAP.md
task_plan.mddocs/task_plan.md, .cursor/task_plan.md
findings.mddocs/findings.md, .cursor/findings.md

Context Loading Strategy

Step 1: Load Critical Files (Always)

Read TODO.md → Extract: current task, next priorities, blockers
Read roadmap.md → Extract: current phase, active milestone, upcoming deadlines

If either critical file is missing, warn the user:

"No TODO.md found. Consider creating one to track tasks."

Step 2: Load High-Priority Files (If They Exist)

Read task_plan.md → Extract: implementation steps, acceptance criteria
Glob .cursor/handoffs/*.md → Read last 3 by modification date

Step 3: Load Medium/Low Files (If Relevant)

Only read these when the current task benefits from historical context:

  • Debugging? — Read findings.md and CHANGELOG.md
  • Planning? — Read everything including session files
  • Quick fix? — Skip medium and low entirely

Step 4: Synthesize and Present

After loading, produce a context summary (see format below) before proceeding with the task.


Staleness Detection

Check modification dates on all loaded files. Flag files that may contain outdated information.

AgeStatusAction
< 24 hoursFreshUse as-is
1-7 daysCurrentUse as-is, note the age
7-30 daysStaleWarn: "{file} last updated {N} days ago — verify before relying on it"
> 30 daysOutdatedWarn: "{file} is {N} days old and may no longer reflect project state"

To check file ages on macOS:

stat -f "%m %N" TODO.md roadmap.md task_plan.md findings.md CHANGELOG.md 2>/dev/null

On Linux:

stat -c "%Y %n" TODO.md roadmap.md task_plan.md findings.md CHANGELOG.md 2>/dev/null

Context Summary Format

After loading context, present a concise summary using this template. Keep it tight — the goal is awareness, not repetition.

## Context Loaded

**Current Phase:** {phase from roadmap}
**Active Milestone:** {milestone and progress}

**Current Task:** {from TODO.md or task_plan.md}
- Status: {in-progress / blocked / not started}
- Blockers: {any blockers, or "none"}

**Recent Changes:**
- {last 2-3 items from CHANGELOG or handoffs}

**Relevant Findings:**
- {key discoveries that affect the current task, or "none"}

**Stale Warnings:**
- {any staleness warnings, or "all context is fresh"}

If no context files exist at all, output:

## Context Loaded

No project context files found. Operating without historical context.
Consider creating TODO.md and roadmap.md to enable context-aware assistance.

Integration Points

This skill connects to other workflow commands and should run as a precursor.

CommandHow Auto-Context Integrates
/start-taskLoads full context before beginning work; populates task plan
/intentReads roadmap and TODO to validate intent against project direction
/workflowProvides the "understand" phase of any workflow automatically
/progressUses TODO.md and task_plan.md to assess completion status
/handoff-and-resumeReads last handoff to rebuild state on resume
/session-summaryCross-references loaded context with session actions for accuracy

Execution Order

User triggers action
  → Auto-Context activates (this skill)
    → Context summary presented
      → Primary skill/command executes with full awareness

Quick Reference

Context Loading Checklist:
  1. Read TODO.md (critical)
  2. Read roadmap.md (critical)
  3. Read task_plan.md (if exists)
  4. Read last 3 handoffs (if exist)
  5. Check file staleness
  6. Read findings/changelog (if relevant)
  7. Present context summary
  8. Proceed with task

NEVER Do

  1. NEVER skip critical files to save time — leads to duplicate work and conflicting implementations
  2. NEVER load every file regardless of task — wastes tokens and dilutes focus with irrelevant info
  3. NEVER ignore staleness warnings — stale context causes decisions based on outdated assumptions
  4. NEVER read files without summarizing — raw file dumps overwhelm; always synthesize first
  5. NEVER assume context from memory alone — sessions are stateless; always re-read files
  6. NEVER silently proceed when no context exists — user should know they're operating blind
  7. NEVER read handoffs/sessions beyond the limit — last 3 handoffs and last 2 sessions are sufficient

如何使用「Auto Context」?

  1. 打开小龙虾AI(Web 或 iOS App)
  2. 点击上方「立即使用」按钮,或在对话框中输入任务描述
  3. 小龙虾AI 会自动匹配并调用「Auto Context」技能完成任务
  4. 结果即时呈现,支持继续对话优化

相关技能