🎯 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.

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

1. 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