SKILLEMALL.ai
GitHub ↗ RU Sign in

BB l76-core-arch

Demonstration skill showcasing complete AgentSkills core architecture. Includes SKILL.md structure, main entry logic, tool integration patterns, error handling, and production-ready patterns. Use as a template for building new skills.

ClawHub Agent Skills author: wyblhl v1.0.1 MIT-0 21 files · 1 script body ≈ 1 033 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process B 67/100 · Nearly there — weak spots: when it triggers, inputs and preconditions, progress reporting

IntegrationAI and agentsInfrastructuretype 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%
70
Quality 40%
94
Run on models
none yet
Process rating
B
67/100
Nearly there
Inputs and preconditions w 11
0
Progress reporting w 2
0
When it triggers w 12
20
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.

Dangerous commands 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 contains commands that delete files, rewrite disks or execute code fetched from the network. The agent may run them without asking if it believes the instructions require it.

For the author

Replace destructive commands with safe equivalents that ask for confirmation, scope them to one folder, and stop piping curl into a shell: pin a version and a checksum.

How to improve

    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 · 6

    ✓ No critical or high findings

    Medium and low: 6
    • medium Dangerous commands cmd-execpolicy-bypass PUBLISH-SUMMARY.md:107
      Runs PowerShell with execution policy bypassed
      powershell -ExecutionPolicy Bypass -File scripts/vali…ps1
    • medium Dangerous commands cmd-execpolicy-bypass README.md:17
      Runs PowerShell with execution policy bypassed
      powershell -ExecutionPolicy Bypass -File scripts/vali…ps1
    • medium Dangerous commands cmd-execpolicy-bypass README.md:98
      Runs PowerShell with execution policy bypassed
      powershell -ExecutionPolicy Bypass -File scripts/vali…ps1
    • medium Dangerous commands cmd-execpolicy-bypass references/troubleshooting.md:240
      Runs PowerShell with execution policy bypassed
      powershell -ExecutionPolicy Bypass -File scripts/vali…ps1
    • medium Dangerous commands cmd-execpolicy-bypass references/troubleshooting.md:288
      Runs PowerShell with execution policy bypassed
      powershell -ExecutionPolicy Bypass -File scripts/vali…ps1
    • medium Dangerous commands cmd-execpolicy-bypass RELEASE-PACKAGE.md:112
      Runs PowerShell with execution policy bypassed
      powershell -ExecutionPolicy Bypass -File scripts/vali…ps1

    Files scanned: 19. Evidence is masked. Grey chips explain why severity was lowered.

    Against the Agent Skills spec

    ✓ No remarks against the Agent Skills spec

    Process rating: all ten parameters 67/100

    • 0Inputs and preconditions. Does not say what the process needs to start
    • 0Progress reporting. Says nothing while it works
    • 20When it triggers. No condition that starts the skill
    • 50Failures and branches. 0 branches, has a failure section
    • 60Result and completion. Output format stated, no completion criterion
    • 100Tools and files. No external tools needed
    • 100Steps. 16 steps
    • 100Consistency. Name and required fields are in place
    • 100Execution cost. Instruction body is 1033 tokens
    • 100Running it twice. Mutating operations check current state

    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)
    • +1No license
    • +2Single-language instructions
    • +3Description length 234: enough signal without eating the budget
    • +4Structure: 18 headings
    • +3Step-by-step instructions: 16 items
    • +3Output format is stated explicitly
    • +4Has examples (10 code blocks)
    • +4Reference files are cited in the instructions (1 of 6)
    • +3All 1 scripts are documented

    Quality base 70; lint remarks subtract, signals add up to 100. Result: 94.

    External checks

    ClawHub: clean
    This is a coherent OpenClaw skill template with limited runtime behavior, but its sample code should be reviewed carefully before reuse.
    LLM: benign (high) · VirusTotal: benign · 28 May 2026