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Bias Audit

v1.0.0

Bias Audit — Decision-Framing Agent Skill for Surfacing Bias Before It Hardens. Use it when the user needs a disciplined protocol and fixed output contract f...

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byCubic AI@clarkchenkai
MIT-0
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LicenseMIT-0 · Free to use, modify, and redistribute. No attribution required.
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high confidence
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Purpose & Capability
Name, description, and included files describe a decision-framing/bias-audit protocol; there are no requested binaries, env vars, or installs that would be unnecessary for that purpose.
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Instruction Scope
SKILL.md defines a narrow, well-scoped protocol (quote original framing, identify bias signals, neutral reframe, surface missing evidence, define decision criteria). It does not instruct the agent to read files, access credentials, or transmit data to external endpoints.
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Install Mechanism
No install spec or code files that would write or execute downloaded artifacts; instruction-only skills have minimal on-disk footprint.
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Credentials
No environment variables, credentials, or config paths are required. The skill does not request secrets or unrelated service access.
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Persistence & Privilege
The skill is not always-enabled (always: false). The agents/openai.yaml file sets policy.allow_implicit_invocation: true, which allows implicit invocation in contexts the host permits — this increases the chance the skill will be invoked automatically for qualifying prompts but is consistent with its purpose. If you do not want automatic invocation, disable implicit invocation in policy or platform settings.
Assessment
This skill is instruction-only and internally consistent with its stated purpose, so it has a low technical footprint. Before installing: (1) Note the skill will echo and restate user input as part of its audit—avoid feeding it sensitive PII or secrets. (2) The author/homepage are not provided; if provenance matters to you, prefer skills from known authors or ask the publisher for more information. (3) The skill allows implicit invocation (policy.allow_implicit_invocation: true) so it may run automatically in qualifying conversations; if you prefer only on-demand use, turn implicit invocation off. (4) Because it rewrites and reformats user content, review outputs for accuracy and domain-specific constraints before acting on them.

Like a lobster shell, security has layers — review code before you run it.

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License

MIT-0
Free to use, modify, and redistribute. No attribution required.
Termshttps://spdx.org/licenses/MIT-0.html

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