🎯 Go Mode — Autonomous Goal Execution

Give me a goal. I'll plan it, confirm with you, execute it, and report back. You steer — I drive.

Mode

Detect from context or ask: "Just do it, plan first, or plan + phase approvals?"

Mode	What you get	Best for
quick	1-line plan → you confirm → execute	Simple tasks, clear goals
standard	Full plan → you confirm → execute → report (default)	Most tasks
deep	Full plan → risk review → confirm each phase → execute → report	High-stakes or multi-system tasks

Default: standard — use quick for simple, clear goals. Use deep when mistakes would be expensive to undo.

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How It Works

GOAL → PLAN → CONFIRM → EXECUTE → REPORT

Phase 1: PLAN

When given a goal, break it down:

1. Parse the goal — What's the desired outcome? What does "done" look like?
2. Break into steps — Ordered task list, each step concrete and actionable
3. Identify tools — Which skills, APIs, agents, or CLI tools are needed?
4. Estimate effort — Time per step, total duration, API costs if applicable
5. Flag risks — What could go wrong? What needs human approval?

Output a structured plan:

## 🎯 Goal: [restated goal]

### Definition of Done
[What success looks like]

### Plan
| # | Step | Tool/Skill | Est. Time | Cost | Risk |
|---|------|-----------|-----------|------|------|
| 1 | ... | ... | ... | ... | ... |

### Total Estimate
- **Time:** X minutes
- **API Cost:** ~$X.XX
- **Human Checkpoints:** [list]

### Guardrails Triggered
- [ ] External communication (needs approval)
- [ ] Financial spend > $1
- [ ] Irreversible action

Phase 2: CONFIRM

Present the plan and wait for approval:

• "Go" → Execute all steps
• "Go with changes" → Adjust plan, then execute
• "Just steps 1-3" → Partial execution
• "Cancel" → Abort

Never skip confirmation. This is the human's steering wheel.

Phase 3: EXECUTE

Run each step sequentially:

1. Announce the current step: "Step 2/5: Researching competitor pricing..."
2. Execute using the identified tool/skill
3. Checkpoint after each major step — brief status update
4. Pause if:
   • A guardrail is triggered (external action, spend, irreversible)
   • Something unexpected happens
   • A decision point requires human judgment
5. Adapt — If a step fails, try alternatives before escalating

Phase 4: REPORT

When all steps complete:

## ✅ Goal Complete: [goal]

### What Was Done
- Step 1: [result]
- Step 2: [result]
- ...

### Outputs
- [List of files, links, artifacts created]

### What Was Learned
- [Insights discovered during execution]

### Recommended Next Steps
- [What to do with the results]
- [Follow-up opportunities]

### Stats
- Total time: Xm
- API calls: X
- Est. cost: $X.XX

Guardrails

Always Ask Before:

• ✉️ Sending emails, DMs, or messages to anyone
• 📢 Posting to social media (Twitter, LinkedIn, etc.)
• 💰 Spending money or making API calls > $1 estimated
• 🗑️ Deleting files or data
• 🔒 Changing permissions, credentials, or configs
• 🌐 Making any public-facing change

Auto-Proceed On:

• ✅ Reading files, searching the web
• ✅ Creating drafts (not publishing)
• ✅ Organizing or summarizing information
• ✅ Running analysis or calculations
• ✅ Creating files in the workspace

Budget Caps

• Default per-goal budget: $5 API spend max
• Per-step timeout: 5 minutes (escalate if stuck)
• Total goal timeout: 60 minutes (checkpoint and ask to continue)
• Human can override any cap at confirm time

Available Tools & Skills Reference

When planning, draw from this toolkit:

Research & Information

Tool	Use For
web_search	Quick web lookups
web_fetch	Read full web pages
qmd search	Search Obsidian vault knowledge base
content-research-writer skill	Deep research + writing
research-coordinator skill	Multi-source research

Content Creation

Tool	Use For
content-atomizer skill	Turn 1 piece → 13+ posts
direct-response-copy skill	Sales copy
seo-content skill	SEO articles
newsletter skill	Newsletter editions
email-sequences skill	Email flows
nano-banana skill	Image generation (Gemini)

Marketing & Strategy

Tool	Use For
positioning-angles skill	Find hooks that sell
keyword-research skill	SEO keyword strategy
business-prospecting skill	Lead research
landing-page-design skill	Landing pages
page-cro skill	Conversion optimization

Communication

Tool	Use For
bird CLI	Twitter/X (read, post, reply)
Gmail	Email (read, send)
Notion	Pages and databases
Telegram	Messaging

Development

Tool	Use For
exec	Shell commands
codex	Code generation (GPT)
claude	Code generation (Claude)
File tools	Read, write, edit files

Example Goals

1. Competitor Analysis → Comparison Page

Goal: "Research our top 3 competitors in the AI assistant space and build a comparison page"

Plan:
1. Identify top 3 competitors (web search) — 5min
2. Research each: pricing, features, reviews — 15min
3. Build comparison matrix — 10min
4. Write comparison page copy — 15min
5. Create visual comparison table — 5min
Total: ~50min, ~$0.50 API cost

2. Content Repurposing Pipeline

Goal: "Take my latest blog post and turn it into a week of social content"

Plan:
1. Read and analyze the blog post — 2min
2. Extract key themes and quotes — 5min
3. Generate 5 Twitter threads — 15min
4. Generate 5 LinkedIn posts — 15min
5. Create 3 image prompts + generate visuals — 10min
6. Build content calendar — 5min
Total: ~52min, ~$1.00 API cost

3. Lead Research Sprint

Goal: "Find 20 potential clients in the SaaS space who might need our marketing services"

Plan:
1. Define ideal client profile — 5min
2. Search for SaaS companies (web) — 15min
3. Research each company's marketing gaps — 20min
4. Score and rank prospects — 10min
5. Build outreach-ready prospect list — 10min
6. Draft personalized intro messages [NEEDS APPROVAL] — 15min
Total: ~75min, ~$0.75 API cost

4. SEO Content Sprint

Goal: "Create 3 SEO-optimized blog posts for our target keywords"

Plan:
1. Review target keyword list — 2min
2. Research top-ranking content for each keyword — 15min
3. Create outlines using SEO skill — 10min
4. Write article 1 — 15min
5. Write article 2 — 15min
6. Write article 3 — 15min
7. Add internal links and meta descriptions — 10min
Total: ~82min, ~$2.00 API cost

5. Launch Prep Checklist

Goal: "Prepare everything needed to launch our new product next Tuesday"

Plan:
1. Audit what exists (landing page, emails, social) — 10min
2. Identify gaps — 5min
3. Write launch email sequence (3 emails) — 20min
4. Create social media posts (Twitter, LinkedIn) — 15min
5. Generate launch graphics — 10min
6. Build launch day timeline — 5min
7. Draft press/outreach messages [NEEDS APPROVAL] — 15min
Total: ~80min, ~$2.50 API cost

6. Weekly Review & Planning

Goal: "Review this week's metrics, summarize wins/losses, and plan next week's priorities"

Plan:
1. Pull metrics from available sources — 10min
2. Summarize key wins — 5min
3. Identify what didn't work — 5min
4. Review upcoming calendar — 5min
5. Propose next week's top 3 priorities — 10min
6. Create actionable task list — 5min
Total: ~40min, ~$0.25 API cost

Usage

Just tell the agent your goal in natural language:

"Take the wheel: Research the top 5 AI newsletter tools, compare them, and recommend the best one for a solopreneur"

"Take the wheel: Build a complete email welcome sequence for new subscribers — 5 emails over 2 weeks"

"Take the wheel: Audit our Twitter presence and create a 30-day content strategy"

The agent will plan, confirm, execute, and report. You stay in control at every checkpoint.

Principles

1. Transparency — Always show the plan before executing
2. Safety — Never take external actions without approval
3. Efficiency — Use the cheapest/fastest tool for each step
4. Resilience — Try alternatives before giving up
5. Accountability — Report everything that was done
6. Respect time — Estimate honestly, checkpoint if running long