SKILLEMALL.ai
GitHub ↗ RU Sign in

BF openhop

Turn agent explanations into local animated flow diagrams, described in YAML and played back one hop at a time.

ClawHub Agent Skills author: naorsabag v1.0.1 MIT-0 2 files body ≈ 6 377 tokens Open the sourceclawhub.ai↗ analyzed 31 h ago

Turn agent explanations into local animated flow diagrams, described in YAML and played back one hop at a time.

As a process F 41/100 · Will not run — References files that are not bundled: ../../examples/sub-flows.yaml, ../../examples/parallel.yaml, ../../examples/self-loops.yaml

ProcedurePostgreSQLStripeAI 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
78/100
safety, quality, tests
Safety 60%
100
Quality 40%
44
Run on models
none yet
Process rating
F
41/100
Will not run
References files that are not bundled: ../../examples/sub-flows.yaml, ../../examples/parallel.yaml, ../../examples/self-loops.yaml
Tools and files w 18
0
Result and completion w 14
0
Inputs and preconditions w 11
0
the three weakest of ten parameters · all ten

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 SKILL.md body is over 5,000 tokens: move reference detail into references/ and load it when needed.
  3. 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: 2. 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 body-long SKILL.md body ≈ 6377 tokens (recommended < 5000); move details to references/
  • warning missing-ref reference to a missing file: ../../examples/sub-flows.yaml
  • warning missing-ref reference to a missing file: ../../examples/parallel.yaml
  • warning missing-ref reference to a missing file: ../../examples/self-loops.yaml
  • warning missing-ref reference to a missing file: ../../examples/order-flow.yaml
  • warning missing-ref reference to a missing file: ../../examples/create-destroy.yaml
  • warning missing-ref reference to a missing file: examples/*.yaml
  • warning missing-ref reference to a missing file: examples/auth-flow.yaml
  • warning missing-ref reference to a missing file: examples/order-flow.yaml
  • warning missing-ref reference to a missing file: examples/simple-crud.yaml
  • warning missing-ref reference to a missing file: examples/type-variants.yaml
  • warning missing-ref reference to a missing file: examples/self-loops.yaml
  • warning missing-ref reference to a missing file: examples/parallel.yaml
  • warning missing-ref reference to a missing file: examples/create-destroy.yaml
  • warning missing-ref reference to a missing file: examples/sub-flows.yaml
  • note frontmatter-key unknown frontmatter key "homepage"

Process rating: all ten parameters 41/100

Will not run. References files that are not bundled: ../../examples/sub-flows.yaml, ../../examples/parallel.yaml, ../../examples/self-loops.yaml
  • 0Tools and files. 14 referenced file(s) missing: ../../examples/sub-flows.yaml, ../../examples/parallel.yaml, ../../examples/self-loops.yaml
  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 20When it triggers. No condition that starts the skill
  • 30Running it twice. 43 mutating operations with no state check
  • 70Execution cost. Instruction body is 6377 tokens
  • 85Steps. 53 steps, 3 vague phrases
  • 100Failures and branches. 3 branches, has a failure section
  • 100Consistency. Name and required fields are in place
  • 100Progress reporting. Reports progress
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • low 15 top-level sections: this looks like several domains in one skill
  • high The skill tells the model to perform an irreversible action with no human approval

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)
  • +3Description length 111: 120–800 characters recommended
  • +3Output format is not stated: the model decides each time
  • -2localhost URLs: will not work for another user
  • +1No license
  • +2Single-language instructions
  • +4Structure: 24 headings
  • +3Step-by-step instructions: 53 items
  • +4Has examples (21 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 44.

External checks

ClawHub: clean
OpenHop is a local diagram-generation skill whose command use is mostly purpose-aligned, though users should notice that it may install/run a local CLI service automatically.
LLM: benign (medium) · VirusTotal: · 8 Jun 2026