SKILLEMALL.ai

BF linkfox-amazon-ads-manager

亚马逊广告(Amazon Ads)管理技能,覆盖 SP/SB/SD 的查询与创建/修改。Sponsored Brands 同时支持 V3 Legacy 与 V4:新活动、多 Ad Group、Ad/Creative 默认走 V4,历史 Legacy 可显式走 V3,Keyword/Target 按 Campaign 结构通过版本化脚本调用 Amazon 共享 targeting 资源;禁止 V4 失败后自动回落 V3,禁止用 V3 静默截断多 Ad Group 数据。适用于查询、创建、调价、改预算、改状态及管理 SP/SB/SD 广告。本技能依赖 linkfox-amazon-ads-auth;不覆盖 Sponsored Television / DSP。

ClawHub Agent Skills author: linkfox-ai v1.1.1 MIT-0 80 files body ≈ 3 244 tokens Open the sourceclawhub.ai analyzed 29 h ago

亚马逊广告(Amazon Ads)管理技能,覆盖 SP/SB/SD 的查询与创建/修改。Sponsored Brands 同时支持 V3 Legacy 与 V4:新活动、多 Ad Group、Ad/Creative 默认走 V4,历史 Legacy 可显式走 V3,Keyword/Target 按 Campaign…

As a process F 33/100 · Will not run — References files that are not bundled: scripts/sb/*.py

ProcedureMarketingtype and topics are labelled automatically from the skill text
JSON
Technical rating
B
85/100
safety, quality, tests
Safety 60%
97
Quality 40%
67
Run on models
none yet
Process rating
F
33/100
Will not run
References files that are not bundled: scripts/sb/*.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. 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 · 3

✓ No critical or high findings

Medium and low: 3
  • low Dangerous commands cmd-shell-rc references/onboarding.md:13
    Writes to a shell startup file (quoted — discussed, not commanded)
    - macOS zsh:`echo 'export LINKFOX_AGENT_API_KEY="<key>"' >> ~/.zshrc && source ~/.zshrc`
    quoted
  • low Dangerous commands cmd-shell-rc references/onboarding.md:14
    Writes to a shell startup file (detector / deny-list definition)
    - Linux bash:`echo 'export LINKFOX_AGENT_API_KEY="<key>"' >> ~/.bashrc && source ~/.bashrc`
    detector
  • low Secrets in code secret-high-entropy-token scripts/onboarding.py:49
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    or "eyJh…iJ9")
    quoted

Files scanned: 80. 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: scripts/sb/*.py
  • note edit-residue the text marks something as outdated (lines 9, 34, 72, 75, 76, 80): check that old rules are not kept next to new ones — the full check reads the text for contradictions

Process rating: all ten parameters 33/100

Will not run. References files that are not bundled: scripts/sb/*.py
  • 0Tools and files. 1 referenced file(s) missing: scripts/sb/*.py
  • 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
  • 30Running it twice. 32 mutating operations with no state check
  • 100Steps. 41 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 3244 tokens
  • low 13 top-level sections: this looks like several domains in one skill
  • low The response is described with custom markup (10 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
  • -32 of 2 scripts are never mentioned in SKILL.md
  • +1No license
  • +2Single-language instructions
  • +3Description length 332: enough signal without eating the budget
  • +4Structure: 30 headings
  • +3Step-by-step instructions: 41 items
  • +4Has examples (12 code blocks)
  • +4Reference files are cited in the instructions (2 of 2)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 67.

External checks

ClawHub: suspicious
This Amazon Ads skill is mostly coherent, but it needs review because it also handles LinkFox login, API-key generation, payments, full-response local storage, and configurable credential-bearing endpoints.
LLM: suspicious (high) · 14 Aug 2026