Solo Analyze
Scores a startup idea against 81 patterns mined from 101 founder interviews
Test report
- Verdict
- Tested · Works
- Score
- Tested
- Jul 29, 2026
- Environment
- Claude Code 2.x (agent harness)
- Upstream re-checked
- Jul 30, 2026 · b400d60
⚠ This skill is no longer available upstream. Our re-check on Aug 10, 2026 couldn't find it any more (repo unreachable/deleted). The test below is what we measured on Jul 29, 2026 and we're leaving it up as a record — but there is nothing left to install, so we've removed the command.
Evaluated the same micro-SaaS idea with and without the skill, then script-checked every number in the output against the shipped patterns.json: all 29 pattern citations verified exactly, against zero falsifiable citations in the no-skill run, and the skill supplied five go/no-go thresholds the baseline never produced, including the 15%-conversion and 100-1000-signup landing-page bars and the $2K-45K monthly AI API bill that collapses the 90% margin, a risk the baseline missed outright. The conclusion itself was directionally the same both times, so the gain is grounding rather than a different answer. Install has a trap worth knowing: the skill's knowledge folder is a symlink to the repo root, so a plain cp -R (or cp -r on Linux) leaves it dangling and step one of the skill fails to read its own data - use cp -rL, which is the command verified here.
Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works
- Installs cleanly 5/5
- Triggers reliably 4/5
- Output vs. baseline 8/10
- Docs & honesty 4/5
What Solo Analyze does
Evaluates a startup idea against a shipped knowledge base of 81 patterns across 11 categories, extracted from 101 Starter Story founder interviews. Classifies which idea-origin pattern the idea follows, flags the documented failure modes it is exposed to, and returns a validation path ordered by how often each tactic appears in the data, with the dataset's own numeric thresholds. Triggers when someone asks whether a startup or SaaS idea is worth building, or wants a data-backed read on an idea rather than an opinion.
How to install Solo Analyze
Nothing to install: the source repository no longer has this skill. If the author brings it back, our daily re-check will pick it up and the command will reappear here.
Commands — how to trigger Solo Analyze
-
/solo-analyzeScores a startup idea against 81 patterns mined from 101 founder interviews
It also activates on plain-language prompts like these:
-
Is my SaaS idea for a founder revenue digest actually worth building? -
Evaluate my startup idea against patterns from real founder interviews -
Give me a data-backed read on whether this micro-SaaS idea will work
Frequently asked questions
- Is the Solo Analyze skill free?
- Yes. The skill itself is free from yayashuxue/solo-founder-playbook. SkillProof publishes the install command and an independent test verdict at no cost.
- Does Solo Analyze work with Claude Code?
- We tested it with Claude Code 2.x (agent harness) on Jul 29, 2026. Verdict: Tested · Works. Evaluated the same micro-SaaS idea with and without the skill, then script-checked every number in the output against the shipped patterns.json: all 29 pattern citations verified exactly, against zero falsifiable citations in the no-skill run, and the skill supplied five go/no-go thresholds the baseline never produced, including the 15%-conversion and 100-1000-signup landing-page bars and the $2K-45K monthly AI API bill that collapses the 90% margin, a risk the baseline missed outright. The conclusion itself was directionally the same both times, so the gain is grounding rather than a different answer. Install has a trap worth knowing: the skill's knowledge folder is a symlink to the repo root, so a plain cp -R (or cp -r on Linux) leaves it dangling and step one of the skill fails to read its own data - use cp -rL, which is the command verified here.
- What is the Solo Analyze SkillProof Score?
- 8.4/10 — installs cleanly 5/5, triggers reliably 4/5, output vs. baseline 8/10, docs & honesty 4/5.
- How do I install Solo Analyze?
- Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
- Can I use Solo Analyze with Cursor, Copilot, Gemini CLI, Codex or other AI tools?
- The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.