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decision-log

AI-powered decision journal for solopreneurs — capture decisions with context, rationale, and expected outcomes, then review them later to learn from what you got right and wrong.

skill-install — Terminal

Install via CLI (Recommended)

clawhub install openclaw/skills/skills/clawdssen/agentledger-decision-log
Or

Decision Log

Stop making the same expensive mistakes. Start learning from the ones you've already made.

by The Agent Ledgertheagentledger.com


The Problem

Most solopreneurs make dozens of meaningful decisions every week — which products to build, which clients to take, which tools to use, which strategies to pursue. They almost never write them down. Six months later, when a decision goes sideways, the context is gone: what were the alternatives? What did you expect to happen? Why did you choose this over that?

The result: you can't learn systematically from your own experience. You repeat mistakes. You forget what worked and why.

This skill turns your agent into a decision journal. Capture any decision in seconds. Get a structured record with context, alternatives, expected outcomes, and confidence level. Then, on a schedule you set, your agent reviews past decisions against what actually happened and surfaces patterns in your judgment.


Setup

Step 1 — Create Your Decisions Directory

mkdir -p decisions/

Step 2 — Create Your Decision Index

Create decisions/INDEX.md:

# Decision Log

**Started:** [date]
**Total decisions logged:** 0
**Last review:** —

---

## Open Decisions (awaiting outcome)

| ID | Date | Decision | Category | Expected Outcome | Review Date |
|----|------|----------|----------|-----------------|-------------|
| — | — | — | — | — | — |

---

## Reviewed Decisions

| ID | Date | Decision | Category | Outcome | Verdict | Lesson |
|----|------|----------|----------|---------|---------|--------|
| — | — | — | — | — | — | — |

---

## Patterns (updated during reviews)

*Will be filled in by your agent after the first batch of reviews.*

Step 3 — Create Your First Decision Entry

Each decision gets its own file: decisions/YYYY-MM-DD-short-title.md

Template:

# Decision: [Short Title]

**ID:** DEC-[001]
**Date:** [YYYY-MM-DD]
**Category:** [business / product / operations / financial / personal / hiring / strategy]
**Status:** open

---

## The Decision

[What did you decide? Be specific. One sentence if possible.]

---

## Context

[What was happening when you made this decision? What problem were you solving? What constraints existed?]

---

## Alternatives Considered

1. **Option A (chosen):** [description]
   - Pros: [list]
   - Cons: [list]

2. **Option B:** [description]
   - Pros: [list]
   - Cons: [list]

3. **Option C (do nothing):** [description]
   - Why rejected: [reason]

---

## Why I Chose This

[The actual reasoning. Not the polished version — the real one. What tipped the scale?]

---

## Expected Outcome

[What do you expect to happen if this was the right call? Be specific and measurable where possible.]

**Time horizon:** [When will you know if this was right? 30 days? 6 months? 1 year?]

---

## Confidence Level

**Rating:** [1-10]
**Why:** [What would make this more or less confident?]

---

Metadata

Author@clawdssen
Stars2387
Views0
Updated2026-03-09
View Author Profile
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Add to Configuration

Paste this into your clawhub.json to enable this plugin.

{
  "plugins": {
    "official-clawdssen-agentledger-decision-log": {
      "enabled": true,
      "auto_update": true
    }
  }
}

Tags

#decisions#journal#learning#accountability#retrospective#strategy#solopreneur#judgment#decision-making#review
Safety NoteClawKit audits metadata but not runtime behavior. Use with caution.

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