FB anvx
Track and optimize AI API spending across 19 providers with live pricing and 6 optimization modules.
As a process B 71/100 · Nearly there — weak spots: when it triggers
What is at stake
The skill contains fragments that, in the wrong hands, cost money or data. Below: what the installer risks and what the author should do.
The files contain someone else's key or token. If it is live, your agent will call third-party services under a stranger's identity; if it was revoked, the skill's scripts simply fail. Such a key often arrives with the author's whole workspace, personal data included.
The key is visible to everyone who downloaded the skill and has likely been copied by catalog-scanning bots already. Revoke it now, check bills and access logs, then reissue.
How to improve
- Remove the critical guard findings (secrets, dangerous commands, hidden instructions): while they stand the skill is blocked and cannot grade above F.
- Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
- 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 · 5
-
critical Secrets in code
secret-anthropic-keyengine/utils.py:26Anthropic API key (quoted — discussed, not commanded)"anthropic": ["sk-a…345", "sk-ant-test-demo"],
quoted
Medium and low: 4
-
low Secrets in code
secret-high-entropy-tokenengine/connectors/crypto_wallet.py:41High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)"ethereum": "0xA0…B48",
quoted -
low Secrets in code
secret-high-entropy-tokenengine/connectors/crypto_wallet.py:42High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)"base": "0x83…913",
quoted -
low Secrets in code
secret-high-entropy-tokenengine/connectors/crypto_wallet.py:43High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)"arbitrum": "0xaf…831",
quoted -
low Secrets in code
secret-high-entropy-tokenengine/connectors/crypto_wallet.py:44High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)"polygon": "0x3c…359",
quoted
Files scanned: 57. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
description-no-whendescription does not say WHEN to use the skill (no "use when")
Process rating: all ten parameters 71/100
- 20When it triggers. No condition that starts the skill
- 60Tools and files. Uses tools (bash, web, python) that frontmatter does not declare
- 60Result and completion. Output format stated, no completion criterion
- 70Inputs and preconditions. Inputs and preconditions are listed
- 70Failures and branches. 5 branches
- 100Steps. 74 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 2675 tokens
- 100Running it twice. Mutating operations check current state
- 100Progress reporting. Reports progress
- medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
- 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
- +5Description has no quoted example phrases that should trigger the skill
- +4Description does not say when NOT to use the skill (false activations)
- +3Description length 100: 120–800 characters recommended
- -31 of 6 scripts are never mentioned in SKILL.md
- +1No license
- +2Single-language instructions
- +4Structure: 22 headings
- +3Step-by-step instructions: 74 items
- +3Output format is stated explicitly
- +4Has examples (7 code blocks)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 69.