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BF execute-openclaw-pipeline

Autonomous AEO and SEO content generation and optimization engine for scaling business operations. Use when Codex needs to run end-to-end programmatic SEO workflows, including semantic keyword generation, multi-tiered competitor scraping, dynamic JSON-LD schema generation, and direct WordPress publishing. Also use this skill to trigger the analytics worker for detecting and repairing CTR decay on existing posts.

ClawHub Agent Skills author: James Jernigan v1.0.0 MIT-0 11 files body ≈ 418 tokens Open the sourceclawhub.ai↗ analyzed 4 d ago

As a process F 38/100 · Will not run — References files that are not bundled: scripts/setup.py, scripts/daily_worker.py, scripts/analytics_worker.py

ProcedureWordPressInfrastructureMarketingSoftware 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
87/100
safety, quality, tests
Safety 60%
99
Quality 40%
68
Run on models
none yet
Process rating
F
38/100
Will not run
References files that are not bundled: scripts/setup.py, scripts/daily_worker.py, scripts/analytics_worker.py
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. 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 · 1

✓ No critical or high findings

Medium and low: 1
  • low Dangerous commands cmd-privilege scraper.py:212
    Privilege escalation / world-writable permissions (code comment)
    # FIX (security): Removed --no-sandbox and --disable-setuid-sandbox.
    comment

Files scanned: 11. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: scripts/setup.py
  • warning missing-ref reference to a missing file: scripts/daily_worker.py
  • warning missing-ref reference to a missing file: scripts/analytics_worker.py

Process rating: all ten parameters 38/100

Will not run. References files that are not bundled: scripts/setup.py, scripts/daily_worker.py, scripts/analytics_worker.py
  • 0Tools and files. 3 referenced file(s) missing: scripts/setup.py, scripts/daily_worker.py, scripts/analytics_worker.py
  • 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
  • 20When it triggers. No condition that starts the skill
  • 30Running it twice. 1 mutating operations with no state check
  • 40Consistency. Frontmatter name (execute-openclaw-pipeline) differs from the folder (wordpress-aeo-autoblogger)
  • 100Steps. 15 steps
  • 100Failures and branches. 1 branches, has a failure section
  • 100Execution cost. Instruction body is 418 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)
  • +3Output format is not stated: the model decides each time
  • +4No input/output examples
  • +1No license
  • +2Single-language instructions
  • +3Description length 415: enough signal without eating the budget
  • +4Structure: 5 headings
  • +3Step-by-step instructions: 15 items

Quality base 70; lint remarks subtract, signals add up to 100. Result: 68.

External checks

ClawHub: suspicious
This is a powerful WordPress automation skill whose main purpose is coherent, but it adds an undisclosed third-party footer link to published posts and can modify live content without clear approval gates.
LLM: suspicious (high) · VirusTotal: · 29 May 2026