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BF magic-dev

面向 magic-api 开发、排障、二开与升版审查的本地源码技能。基于 magic-api、magic-api-plugin、magic-script、magic-api-example 四个仓库整理，强调按问题类型快速定位源码、样例与升级审查资料。

ClawHub Agent Skills author: Kwin-lv v1.0.2 MIT-0 2 files body ≈ 758 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process F 31/100 · Will not run — References files that are not bundled: references/repo-map.md, references/answering-playbook.md, references/syntax.md

IntegrationInfrastructuretype 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
83/100
safety, quality, tests
Safety 60%
100
Quality 40%
57
Run on models
none yet
Process rating
F
31/100
Will not run
References files that are not bundled: references/repo-map.md, references/answering-playbook.md, references/syntax.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 · 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 missing-ref reference to a missing file: references/repo-map.md
  • warning missing-ref reference to a missing file: references/answering-playbook.md
  • warning missing-ref reference to a missing file: references/syntax.md
  • warning missing-ref reference to a missing file: references/database.md
  • warning missing-ref reference to a missing file: references/examples.md
  • warning missing-ref reference to a missing file: references/architecture.md
  • warning missing-ref reference to a missing file: references/extensions.md
  • warning missing-ref reference to a missing file: references/script-runtime.md
  • warning missing-ref reference to a missing file: references/examples-and-plugins.md
  • warning missing-ref reference to a missing file: references/practical-qa-navigation.md
  • warning missing-ref reference to a missing file: references/troubleshooting.md
  • warning missing-ref reference to a missing file: references/upgrade-migration-guide.md
  • warning missing-ref reference to a missing file: references/upgrade-review-checklist.md
  • warning missing-ref reference to a missing file: references/upgrade-review-template.md
  • warning missing-ref reference to a missing file: references/upgrade-review-example.md
  • warning missing-ref reference to a missing file: references/upgrade-review-quick-prompt.md

Process rating: all ten parameters 31/100

Will not run. References files that are not bundled: references/repo-map.md, references/answering-playbook.md, references/syntax.md
  • 0Tools and files. 16 referenced file(s) missing: references/repo-map.md, references/answering-playbook.md, references/syntax.md
  • 0Result and completion. Does not say what the result is
  • 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
  • 20When it triggers. No condition that starts the skill
  • 40Consistency. Frontmatter name (magic-dev) differs from the folder (magic-plus)
  • 100Steps. 43 steps
  • 100Execution cost. Instruction body is 758 tokens
  • 100Running it twice. No mutating operations

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
  • +2Single-language instructions
  • +3Description length 126: enough signal without eating the budget
  • +4Structure: 10 headings
  • +3Step-by-step instructions: 43 items
  • +1License stated

Quality base 70; lint remarks subtract, signals add up to 100. Result: 57.

External checks

ClawHub: clean
This is a documentation-only helper for navigating magic-api source material, with no evidence of hidden execution, credential use, persistence, or destructive behavior.
LLM: benign (high) · VirusTotal: · 29 May 2026