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AF loop-constructor

Design the engineered loop for a medium/large (semi-)autonomous AI-coding task by decomposing it into gated sub-loops, emitted as a runnable .loop/ runbook. Use-when: "design an agent loop", "set up an autonomous / self-running agent workflow", "$loop-constructor". It DESIGNS the loop; it does NOT execute it.

ClawHub Agent Skills author: VincentJiang06 v0.3.0 MIT-0 24 files body ≈ 2 817 tokens Open the sourceclawhub.ai↗ analyzed 2 d ago

Design the engineered loop for a medium/large (semi-)autonomous AI-coding task by decomposing it into gated sub-loops, emitted as a runnable .loop/ runbook.…

As a process F 48/100 · Will not run — References files that are not bundled: scripts/lint_loop_design.mjs, references/loops-model.md, references/loop-selection.md

ProcedureSales and CRMAI 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
A
91/100
safety, quality, tests
Safety 60%
100
Quality 40%
77
Run on models
none yet
Process rating
F
48/100
Will not run
References files that are not bundled: scripts/lint_loop_design.mjs, references/loops-model.md, references/loop-selection.md
Tools and files w 18
0
Result and completion w 14
0
When it triggers w 12
20
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: scripts/lint_loop_design.mjs
  • warning missing-ref reference to a missing file: references/loops-model.md
  • warning missing-ref reference to a missing file: references/loop-selection.md
  • warning missing-ref reference to a missing file: references/loop-design-shape.md
  • warning missing-ref reference to a missing file: references/loop-principle-map.md
  • warning missing-ref reference to a missing file: assets/fresh-reader-checklist.md
  • warning missing-ref reference to a missing file: scripts/render_loop_doc.mjs
  • warning missing-ref reference to a missing file: assets/golden-loop-design.json
  • warning missing-ref reference to a missing file: assets/golden-loop-design-medium.json

Process rating: all ten parameters 48/100

Will not run. References files that are not bundled: scripts/lint_loop_design.mjs, references/loops-model.md, references/loop-selection.md
  • 0Tools and files. 9 referenced file(s) missing: scripts/lint_loop_design.mjs, references/loops-model.md, references/loop-selection.md
  • 0Result and completion. Does not say what the result is
  • 20When it triggers. No condition that starts the skill
  • 30Inputs and preconditions. Does not say what the process needs to start
  • 30Running it twice. 3 mutating operations with no state check
  • 100Steps. 17 steps
  • 100Failures and branches. 1 branches, has a failure section
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 2817 tokens
  • 100Progress reporting. Reports progress
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • low The response is described with custom markup (3 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

  • +4Description does not say when NOT to use the skill (false activations)
  • +3Output format is not stated: the model decides each time
  • +1No license
  • +2Single-language instructions
  • +5Description quotes 3 example trigger phrases
  • +3Description length 310: enough signal without eating the budget
  • +4Structure: 12 headings
  • +3Step-by-step instructions: 17 items
  • +4Has examples (2 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 77.

External checks

ClawHub: clean
The skill is a design-only loop-planning helper that writes reviewable runbooks and does not execute the generated autonomous workflow.
LLM: benign (high) · VirusTotal: · 1 Aug 2026