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AF cargo-quickstart

Guided first-run demo for Cargo — one persona question to 25 real leads with a cost receipt in under two minutes, ending by saving the pull as a recurring play. Triggers: "show me what Cargo can do", "give me a demo", "take me on a tour", "quickstart", "getting started with Cargo", "I just installed Cargo", "my workspace is empty", "does this actually work". Skip when: the user has a real job to run (build a list, enrich a CSV, find emails) — use cargo-gtm; when they want CLI reference or routing — use the cargo router skill.

ClawHub Agent Skills author: Cargo v1.0.3 MIT-0 3 files body ≈ 1 628 tokens Open the sourceclawhub.ai↗ analyzed 2 d ago

Guided first-run demo for Cargo — one persona question to 25 real leads with a cost receipt in under two minutes, ending by saving the pull as a recurring play.

As a process F 54/100 · Will not run — References files that are not bundled: ../cargo/references/prerequisites.md, ../cargo-gtm/references/cost-discipline.md, ../cargo-gtm/recipes/save-as-play.md

PersonaData and analyticsAI 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
A
92/100
safety, quality, tests
Safety 60%
100
Quality 40%
79
Run on models
none yet
Process rating
F
54/100
Will not run
References files that are not bundled: ../cargo/references/prerequisites.md, ../cargo-gtm/references/cost-discipline.md, ../cargo-gtm/recipes/save-as-play.md
Tools and files w 18
0
Progress reporting w 2
0
When it triggers w 12
20
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
  • 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 · 0

✓ No critical or high findings

Files scanned: 3. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: ../cargo/references/prerequisites.md
  • warning missing-ref reference to a missing file: ../cargo-gtm/references/cost-discipline.md
  • warning missing-ref reference to a missing file: ../cargo-gtm/recipes/save-as-play.md
  • warning missing-ref reference to a missing file: ../cargo-gtm/SKILL.md
  • note frontmatter-key unknown frontmatter key "homepage"

Process rating: all ten parameters 54/100

Will not run. References files that are not bundled: ../cargo/references/prerequisites.md, ../cargo-gtm/references/cost-discipline.md, ../cargo-gtm/recipes/save-as-play.md
  • 0Tools and files. 4 referenced file(s) missing: ../cargo/references/prerequisites.md, ../cargo-gtm/references/cost-discipline.md, ../cargo-gtm/recipes/save-as-play.md
  • 0Progress reporting. Says nothing while it works
  • 20When it triggers. No condition that starts the skill
  • 30Running it twice. 3 mutating operations with no state check
  • 50Failures and branches. 0 branches, has a failure section
  • 60Result and completion. Output format stated, no completion criterion
  • 70Inputs and preconditions. Inputs and preconditions are listed
  • 100Steps. 10 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 1628 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

  • +4Description does not say when NOT to use the skill (false activations)
  • +1No license
  • +2Single-language instructions
  • +5Description quotes 8 example trigger phrases
  • +3Description length 531: enough signal without eating the budget
  • +4Structure: 9 headings
  • +3Step-by-step instructions: 10 items
  • +3Output format is stated explicitly
  • +4Has examples (2 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 79.

External checks

ClawHub: suspicious
This Cargo demo skill is mostly purpose-aligned, but it can spend credits and run account-affecting workflows with too little explicit confirmation and uses an unpinned CLI install path.
LLM: suspicious (high) · 3 Sept 2026