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BF app-builder

Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents.

modbender/skill-library-mcp Agent Skills author: modbender MIT 1 file body ≈ 721 tokens Open the sourcegithub.com↗ analyzed 2 d ago

Main application building orchestrator.

As a process F 18/100 · Will not run — References files that are not bundled: templates/nextjs-fullstack/TEMPLATE.md, templates/nextjs-saas/TEMPLATE.md, templates/nextjs-static/TEMPLATE.md

GeneratorAI and agentstype and topics are labelled automatically from the skill text
Runs in: OpenClaw 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) Goose OpenCode
JSON
Technical rating
B
80/100
safety, quality, tests
Safety 60%
95
Quality 40%
57
Run on models
none yet
Process rating
F
18/100
Will not run
References files that are not bundled: templates/nextjs-fullstack/TEMPLATE.md, templates/nextjs-saas/TEMPLATE.md, templates/nextjs-static/TEMPLATE.md
Tools and files w 18
0
Steps w 15
0
Result and completion w 14
0
the three weakest of ten parameters · all ten

What is at stake

Medium-severity findings: the skill is probably honest, but read what alarmed the scanner.

Broad scope medium severity

Below is the worst case for this category. The finding here is medium: the guard saw a sign, not a proof.

If you install

The skill asks for more than the task needs: broad tool access, credential environment variables, binaries. Every extra permission widens the damage from a mistake or a compromise.

For the author

Narrow allowed-tools and the variable list to the minimum; replace binaries with readable sources or scripts.

How to improve

  1. Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
  2. The text references files that are not there: add them or drop the references.
For the model run — optional
  • Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
  • A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.

Guard findings · 1

✓ No critical or high findings

Medium and low: 1
  • medium Broad scope meta-broad-allowed-tools SKILL.md:1
    Broad tool permissions pre-approved: Bash
    allowed-tools: Read Write Edit Glob Grep Bash Agent

Files scanned: 1. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning description-no-when description does not say WHEN to use the skill (no "use when")
  • warning missing-ref reference to a missing file: templates/nextjs-fullstack/TEMPLATE.md
  • warning missing-ref reference to a missing file: templates/nextjs-saas/TEMPLATE.md
  • warning missing-ref reference to a missing file: templates/nextjs-static/TEMPLATE.md
  • warning missing-ref reference to a missing file: templates/nuxt-app/TEMPLATE.md
  • warning missing-ref reference to a missing file: templates/express-api/TEMPLATE.md
  • warning missing-ref reference to a missing file: templates/python-fastapi/TEMPLATE.md
  • warning missing-ref reference to a missing file: templates/react-native-app/TEMPLATE.md
  • warning missing-ref reference to a missing file: templates/flutter-app/TEMPLATE.md
  • warning missing-ref reference to a missing file: templates/electron-desktop/TEMPLATE.md
  • warning missing-ref reference to a missing file: templates/chrome-extension/TEMPLATE.md
  • warning missing-ref reference to a missing file: templates/cli-tool/TEMPLATE.md
  • warning missing-ref reference to a missing file: templates/monorepo-turborepo/TEMPLATE.md
  • warning missing-ref reference to a missing file: templates/SKILL.md

Process rating: all ten parameters 18/100

Will not run. References files that are not bundled: templates/nextjs-fullstack/TEMPLATE.md, templates/nextjs-saas/TEMPLATE.md, templates/nextjs-static/TEMPLATE.md
  • 0Tools and files. 13 referenced file(s) missing: templates/nextjs-fullstack/TEMPLATE.md, templates/nextjs-saas/TEMPLATE.md, templates/nextjs-static/TEMPLATE.md
  • 0Steps. Prose only: no discrete steps
  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Failures and branches. Linear process with no failure handling
  • 0Progress reporting. Says nothing while it works
  • 20When it triggers. No condition that starts the skill
  • 30Running it twice. 1 mutating operations with no state check
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 721 tokens

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
  • +4Description does not say when NOT to use the skill (false activations)
  • +3No numbered steps or checklist
  • +3Output format is not stated: the model decides each time
  • +1No license
  • +2Single-language instructions
  • +3Description length 168: enough signal without eating the budget
  • +4Structure: 5 headings
  • +4Has examples (1 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 57.