Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add ericvtheg/solo-founder-toolkit --skill solo-decision-frameworkgit clone --depth 1 https://github.com/ericvtheg/solo-founder-toolkitWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/ericvtheg/solo-founder-toolkit/solo-decision-framework)<a href="https://agentmods.dev/skills/ericvtheg/solo-founder-toolkit/solo-decision-framework"><img src="https://agentmods.dev/badge/skills/ericvtheg/solo-founder-toolkit/solo-decision-framework.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00061 | $0.01076 |
| Opus 5 | $0.00030 | $0.00538 |
| Sonnet 5 | $0.00012 | $0.00215 |
| Haiku 4.5 | $0.00006 | $0.00108 |
Grade A, and why
Solo Decision Framework scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 150 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Solo Decision Framework
A pragmatic rubric for solo founders to make quick decisions about what to build and how to build it.
Purpose
Help solo founders make product and implementation decisions quickly using the LIC rubric (Lift, Impact, Conviction). Cut through analysis paralysis and focus on shipping.
When to Use This Skill
Use when the user needs to:
- Decide which feature to build next
- Choose between implementation approaches
- Prioritize competing options
- Evaluate whether to build something
- Determine scope (MVP vs full-featured)
- Make build vs buy vs manual decisions
Do NOT use for tech stack decisions unless explicitly asked. Assume solo founders already know their tools.
The LIC Rubric
Score each option 1-5 on three criteria:
🏋️ Lift - Implementation Effort
How much work to ship this?
- 5 pts: Ship in 1-2 days, straightforward
- 3 pts: 1-2 weeks, moderate complexity
- 1 pt: Months of work, very complex
💥 Impact - Potential Value
How meaningful if it works?
- 5 pts: Game changer, drives revenue/retention
- 3 pts: Clear improvement, users notice
- 1 pt: Minor, barely noticeable
🎯 Conviction - Confidence Level
How confident in the expected impact?
- 5 pts: Strong evidence, validated, customers asking
- 3 pts: Logical sense, some signal
- 1 pt: Pure guess, no validation
Maximum: 15 points per option
Decision Process
Follow these steps:
- Clarify the decision - What exactly are we deciding?
- List 2-4 options - Concrete approaches (ask if unclear)
- Score each option - Apply LIC rubric
- Sum totals - Calculate scores (max 15 each)
- Recommend winner - Pick highest score
- Provide next step - One concrete action
Output Format
### Decision: [What we're deciding]
**Options:**
1. [Name] - [brief description]
2. [Name] - [brief description]
3. [Name] - [brief description]
---
**Option 1: [Name]**
- 🏋️ Lift: X/5 - [one line reasoning]
- 💥 Impact: X/5 - [one line reasoning]
- 🎯 Conviction: X/5 - [one line reasoning]
- **TOTAL: X/15**
**Option 2: [Name]**
- 🏋️ Lift: X/5 - [one line reasoning]
- 💥 Impact: X/5 - [one line reasoning]
- 🎯 Conviction: X/5 - [one line reasoning]
- **TOTAL: X/15**
[Repeat for remaining options]
---
### ✅ Ship this: [Winning option]
**Why:** [2-3 sentences explaining the pragmatic choice]
**Next step:** [One concrete action to take now]
**Revisit if:** [Specific signal to reconsider]
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 8d ago First seen · 150 lines · 61 tokens per session scan A 68b9da3c5fd1
Solo Decision Framework is a skill published in the GitHub repository ericvtheg/solo-founder-toolkit (8 stars, last pushed 7mo ago), licensed MIT. It adds 61 tokens to every session and 1,076 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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