SKILLEMALL.ai

BF agent-spec

Specify an autonomous or tool-using AI agent before building it. Use when asked to design an AI agent, define an agent's tools and guardrails, scope what an agent is allowed to do, or write an agent spec/PRD. Produces an agent spec — goal & scope, tools with permissions, the control loop, guardrails & approval gates, memory, escalation/handoff, evaluation, and failure handling.

ClawHub Agent Skills author: mohitagw15856 v1.0.0 MIT-0 2 files body ≈ 906 tokens Open the sourceclawhub.ai analyzed 2 d ago

Specify an autonomous or tool-using AI agent before building it.

As a process F 49/100 · Will not run — References files that are not bundled: ../action-runner/SKILL.md, ../professional-brain/SKILL.md, ../ai-eval-plan/SKILL.md

GeneratorAI and agentstype and topics are labelled automatically from the skill text
JSON
Technical rating
B
88/100
safety, quality, tests
Safety 60%
100
Quality 40%
70
Run on models
none yet
Process rating
F
49/100
Will not run
References files that are not bundled: ../action-runner/SKILL.md, ../professional-brain/SKILL.md, ../ai-eval-plan/SKILL.md
Tools and files w 18
0
Failures and branches w 10
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
  • 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: 0. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: ../action-runner/SKILL.md
  • warning missing-ref reference to a missing file: ../professional-brain/SKILL.md
  • warning missing-ref reference to a missing file: ../ai-eval-plan/SKILL.md
  • note frontmatter-key unknown frontmatter key "homepage"

Process rating: all ten parameters 49/100

Will not run. References files that are not bundled: ../action-runner/SKILL.md, ../professional-brain/SKILL.md, ../ai-eval-plan/SKILL.md
  • 0Tools and files. 3 referenced file(s) missing: ../action-runner/SKILL.md, ../professional-brain/SKILL.md, ../ai-eval-plan/SKILL.md
  • 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. 3 mutating operations with no state check
  • 60Result and completion. Output format stated, no completion criterion
  • 70Inputs and preconditions. Inputs and preconditions are listed
  • 100Steps. 16 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 906 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)
  • +4No input/output examples
  • +1No license
  • +2Single-language instructions
  • +3Description length 380: enough signal without eating the budget
  • +4Structure: 7 headings
  • +3Step-by-step instructions: 16 items
  • +3Output format is stated explicitly

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

External checks

ClawHub: clean
This skill is a planning template for designing bounded AI agents and does not ask to run code, access private data, or install persistent components.
LLM: benign (high) · VirusTotal: · 16 Jul 2026