SKILLEMALL.ai
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BD solo-startup

Use this skill when a solopreneur or solo startup founder needs to choose, validate, or operate a business within one person's cash, time, and support capacity, including bootstrapped services, products, and AI-assisted businesses. Translate customer evidence into a bounded offer and a sustainable operating decision. Do not use for an isolated customer interview, financial calculation, growth analysis, or calendar triage; route those to the corresponding specialist.

The skillemall take

A skill for solo entrepreneurs deciding which business to launch alone and whether they can sustain it. Promises to turn customer feedback into a concrete offer and validate whether one person's cash and time will cover it.

Nine files in the bundle, but broken references mean some instructions are inaccessible. Quality score 77, process score 47 out of 100. No model runs on record. The skill claims to filter cases—only solo business validation, everything else goes to specialists. That's a sensible boundary, but without practical tests it's unclear how it distinguishes its scope from adjacent tasks.

Worth installing if you need a conversation framework for solo founders. First check whether all links resolve in your setup.

magnus919/agent-skills Agent Skills author: magnus919 9 files body ≈ 2 296 tokens Open the sourcegithub.com↗ analyzed 10 d ago

Use this skill when a solopreneur or solo startup founder needs to choose, validate, or operate a business within one person's cash, time, and support…

As a process D 47/100 · Unfinished process — References files that are not bundled: ../product-discovery/SKILL.md, ../financial-modeling/SKILL.md, ../chief-of-staff-methodology/SKILL.md

AnalyzerPersonal productivityWriting and documentsInfrastructuretype and topics are labelled automatically from the skill text
Runs in: Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) OpenClaw Goose OpenCode
JSON
Technical rating
B
91/100
safety, quality, tests
Safety 60%
100
Quality 40%
77
Run on models
none yet
Process rating
D
47/100
Unfinished process
References files that are not bundled: ../product-discovery/SKILL.md, ../financial-modeling/SKILL.md, ../chief-of-staff-methodology/SKILL.md
Tools and files w 18
0
Inputs and preconditions w 11
0
Progress reporting w 2
0
the three weakest of ten parameters · all ten

How to improve

  1. The text references files that are not there: add them or drop the references.
For the model run — optional
  • A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.

Guard findings · 0

✓ No critical or high findings

Files scanned: 7. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: ../product-discovery/SKILL.md
  • warning missing-ref reference to a missing file: ../financial-modeling/SKILL.md
  • warning missing-ref reference to a missing file: ../chief-of-staff-methodology/SKILL.md
  • warning missing-ref reference to a missing file: ../yc-default-alive-calculator/SKILL.md
  • warning missing-ref reference to a missing file: ../yc-weekly-growth-compass/SKILL.md
  • warning missing-ref reference to a missing file: ../go-to-market/SKILL.md
  • warning missing-ref reference to a missing file: ../resilience-and-recovery/SKILL.md
  • warning missing-ref reference to a missing file: ../agent-evals-and-observability/SKILL.md

Process rating: all ten parameters 47/100

Will not run. References files that are not bundled: ../product-discovery/SKILL.md, ../financial-modeling/SKILL.md, ../chief-of-staff-methodology/SKILL.md
  • 0Tools and files. 8 referenced file(s) missing: ../product-discovery/SKILL.md, ../financial-modeling/SKILL.md, ../chief-of-staff-methodology/SKILL.md
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Progress reporting. Says nothing while it works
  • 30Running it twice. 16 mutating operations with no state check
  • 40Result and completion. Does not say what the result is
  • 50When it triggers. No condition that starts the skill
  • 50Failures and branches. 0 branches, has a failure section
  • 100Steps. 9 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 2296 tokens
  • low No test case covers injection arriving through data

Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.

Quality signals

  • +5Description has no quoted example phrases that should trigger the skill
  • +3Output format is not stated: the model decides each time
  • +4No input/output examples
  • +2Single-language instructions
  • +4Description says when NOT to use the skill
  • +3Description length 470: enough signal without eating the budget
  • +4Structure: 9 headings
  • +3Step-by-step instructions: 9 items
  • +4Reference files are cited in the instructions (3 of 4)
  • +1License stated

Quality base 70; lint remarks subtract, signals add up to 100. Result: 77.