SKILLEMALL.ai

AF crucible

Use when the user wants a full product delivery pipeline (PM→UX→Dev→Test), or when building something from scratch with quality gates, or when requesting "团队化开发", "全流程", "带审查的开发", "自审开发", "迭代交付", "crucible". Supports configurable stages with built-in implement→review→fix self-review loops.

ClawHub Claude Code author: YvanCheng v1.0.0 MIT-0 19 files · 2 scripts body ≈ 3 628 tokens Open the sourceclawhub.ai analyzed 3 d ago

Use when the user wants a full product delivery pipeline (PM→UX→Dev→Test), or when building something from scratch with quality gates, or when requesting…

As a process F 44/100 · Will not run — References files that are not bundled: references/methodology.md, references/verification.md, references/security-checklist.md

ProcedureInfrastructuretype and topics are labelled automatically from the skill text
JSON
Technical rating
A
91/100
safety, quality, tests
Safety 60%
100
Quality 40%
78
Run on models
none yet
Process rating
F
44/100
Will not run
References files that are not bundled: references/methodology.md, references/verification.md, references/security-checklist.md
Tools and files w 18
0
Inputs and preconditions w 11
0
Failures and branches w 10
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: 7. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: references/methodology.md
  • warning missing-ref reference to a missing file: references/verification.md
  • warning missing-ref reference to a missing file: references/security-checklist.md
  • warning missing-ref reference to a missing file: references/tooling.md
  • warning missing-ref reference to a missing file: companion/pm-disciplines.md
  • warning missing-ref reference to a missing file: companion/dev-disciplines.md
  • warning missing-ref reference to a missing file: companion/test-disciplines.md
  • warning missing-ref reference to a missing file: companion/gate-disciplines.md
  • warning missing-ref reference to a missing file: roles.md
  • warning missing-ref reference to a missing file: gates.md
  • warning missing-ref reference to a missing file: references/lessons.md

Process rating: all ten parameters 44/100

Will not run. References files that are not bundled: references/methodology.md, references/verification.md, references/security-checklist.md
  • 0Tools and files. 11 referenced file(s) missing: references/methodology.md, references/verification.md, references/security-checklist.md
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Failures and branches. Linear process with no failure handling
  • 0Progress reporting. Says nothing while it works
  • 30Running it twice. 2 mutating operations with no state check
  • 40Result and completion. Does not say what the result is
  • 70When it triggers. States when to use, but not when not to
  • 100Steps. 52 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 3628 tokens
  • low 13 top-level sections: this looks like several domains in one skill

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
  • +2Single-language instructions
  • +5Description quotes 2 example trigger phrases
  • +3Description length 290: enough signal without eating the budget
  • +4Structure: 56 headings
  • +3Step-by-step instructions: 52 items
  • +4Has examples (21 code blocks)
  • +1License stated

Quality base 70; lint remarks subtract, signals add up to 100. Result: 78.

External checks

ClawHub: clean
This skill is a disclosed Chinese-language software delivery workflow that can write project files and run reviews, but I found no hidden persistence, credential handling, exfiltration, or remote-code behavior.
LLM: benign (high) · VirusTotal: · 5 Sept 2026