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BF n8n-evol-I

A harness to help coding agents build, deploy, maintain, and debug multi-workflow n8n-powered automation systems. No lock-in — work from the agent, continue from the n8n UI, hand back to the agent at any time.

ClawHub Agent Skills author: Mo Acen v2.0.0 MIT-0 80 files body ≈ 1 913 tokens Open the sourceclawhub.ai↗ analyzed 4 d ago

As a process F 49/100 · Will not run — References files that are not bundled: skills/bootstrap-env.md, skills/copy-primitive.md, skills/add-queue-consumer-to-workflow.md

GeneratorZapierAI and agentsSoftware developmenttype 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
77/100
safety, quality, tests
Safety 60%
95
Quality 40%
51
Run on models
none yet
Process rating
F
49/100
Will not run
References files that are not bundled: skills/bootstrap-env.md, skills/copy-primitive.md, skills/add-queue-consumer-to-workflow.md
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 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 · 5

✓ No critical or high findings

Medium and low: 5
  • low Secrets in code secret-high-entropy-token helpers/package-lock.json:15
    High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)
    "integrity": "sha5…t4W/LaVzPYJW+bSmS…N0b+x0Yw…tkg+X9bU…Blw==",
    detector
  • low Secrets in code secret-high-entropy-token helpers/package-lock.json:42
    High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)
    "integrity": "sha5…k8B+u5vPg/49hz0b9X/RRMdaG+BgV9…wht+p6i+6gt3…wNA==",
    detector
  • low Secrets in code secret-high-entropy-token helpers/package-lock.json:69
    High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)
    "integrity": "sha5…Ia0+JmRK…1TR/27i7…27A==",
    detector
  • low Secrets in code secret-high-entropy-token helpers/package-lock.json:159
    High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)
    "integrity": "sha5…9dM/mwVgvbZJaSNaRk+bshk…Kbz+IoId…W0Q==",
    detector
  • low Secrets in code secret-high-entropy-token helpers/package-lock.json:227
    High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)
    "integrity": "sha5…vZS+VIDU…jX4+qx9M…saQ==",
    detector

Files scanned: 80. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning name-format name should be kebab-case (lowercase letters, digits, hyphens)
  • warning description-no-when description does not say WHEN to use the skill (no "use when")
  • warning missing-ref reference to a missing file: skills/bootstrap-env.md
  • warning missing-ref reference to a missing file: skills/copy-primitive.md
  • warning missing-ref reference to a missing file: skills/add-queue-consumer-to-workflow.md
  • warning missing-ref reference to a missing file: skills/activate-single-workflow-in-env.md
  • warning missing-ref reference to a missing file: skills/archive-workflow.md
  • warning missing-ref reference to a missing file: skills/unarchive-workflow.md
  • warning missing-ref reference to a missing file: skills/dehydrate-workflow.md
  • warning missing-ref reference to a missing file: skills/run.md
  • warning missing-ref reference to a missing file: skills/deploy-run-assert.md
  • warning missing-ref reference to a missing file: skills/test.md
  • warning missing-ref reference to a missing file: skills/patterns/subworkflows.md
  • warning missing-ref reference to a missing file: skills/patterns/error-handling.md
  • warning missing-ref reference to a missing file: skills/patterns/credential-refs.md
  • warning missing-ref reference to a missing file: skills/patterns/multi-env-uuid-collision.md
  • warning missing-ref reference to a missing file: skills/patterns/validate-deploy.md
  • warning missing-ref reference to a missing file: skills/patterns/code-node-discipline.md
  • warning missing-ref reference to a missing file: skills/patterns/llm-providers.md
  • warning missing-ref reference to a missing file: skills/patterns/locking.md
  • warning missing-ref reference to a missing file: skills/patterns/queues.md
  • warning missing-ref reference to a missing file: skills/patterns/pindata-hygiene.md
  • warning missing-ref reference to a missing file: skills/patterns/position-recalculation.md
  • warning missing-ref reference to a missing file: skills/patterns/prompt-and-schema-conventions.md
  • warning missing-ref reference to a missing file: skills/patterns/agent-api-discipline.md
  • warning missing-ref reference to a missing file: skills/patterns/investigation-discipline.md
  • warning missing-ref reference to a missing file: skills/integrations/microsoft-365/excel-and-sharepoint.md
  • warning missing-ref reference to a missing file: skills/integrations/gmail/sending-email.md
  • warning missing-ref reference to a missing file: skills/integrations/redis/lock-pattern.md
  • warning missing-ref reference to a missing file: skills/integrations/sentry/README.md
  • warning missing-ref reference to a missing file: skills/integrations/datadog/README.md
  • warning missing-ref reference to a missing file: skills/integrations/slack/README.md
  • warning missing-ref reference to a missing file: skills/integrations/google-drive/README.md
  • warning missing-ref reference to a missing file: skills/integrations/notion/README.md
  • warning missing-ref reference to a missing file: skills/integrations/airtable/README.md
  • warning missing-ref reference to a missing file: skills/integrations/webhooks/README.md

Process rating: all ten parameters 49/100

Will not run. References files that are not bundled: skills/bootstrap-env.md, skills/copy-primitive.md, skills/add-queue-consumer-to-workflow.md
  • 0Tools and files. 34 referenced file(s) missing: skills/bootstrap-env.md, skills/copy-primitive.md, skills/add-queue-consumer-to-workflow.md
  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Progress reporting. Says nothing while it works
  • 30Running it twice. 28 mutating operations with no state check
  • 70When it triggers. States when to use, but not when not to
  • 100Steps. 29 steps
  • 100Failures and branches. 1 branches, has a failure section
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 1913 tokens
  • low The response is described with custom markup (4 tags): a typed call is more reliable

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)
  • +3Output format is not stated: the model decides each time
  • +4No input/output examples
  • +1No license
  • +2Single-language instructions
  • +3Description length 209: enough signal without eating the budget
  • +4Structure: 6 headings
  • +3Step-by-step instructions: 29 items

Quality base 70; lint remarks subtract, signals add up to 100. Result: 51.

External checks

ClawHub: suspicious
This n8n automation skill is coherent, but it has high-impact live-system authority plus under-scoped file-reading and guardrail-bypass behavior that users should review before installing.
LLM: suspicious (high) · 28 May 2026