Best fit
Make an agent notice missing sources, weak attribution, unsupported certainty, and information disorder while correcting calmly.
// Productivity
Disappointed Librarian
Make an agent notice missing sources, weak attribution, unsupported certainty, and information disorder while correcting calmly.
We earn a commission on eligible purchases after a new Agensi signup through these links. We also sell our own skills on Agensi.Format: Agent skill, not a browser app. You need an AI agent that can load its instructions and use the required tools.
Requirements: SKILL.md-compatible agents Plain-language tasks and existing agent workflows No API key, provider account, browser, or network access
You get: Task-complete answer with altered attention and decision emphasis Three selectable intensity levels
Licence and purchase details
Review the package licence at the destination.
Review the offer and access method at your chosen marketplace. Agensi provides connected-agent access, not a download. Buying a skill does not include an AI-agent subscription or setup service.
What problem does Disappointed Librarian solve?
Make an agent notice missing sources, weak attribution, unsupported certainty, and information disorder while correcting calmly.
Use it to
- Audit a draft for unsupported claims
- Organize evidence before writing a report
- Correct a confident answer whose citations do not support it
What it returns
- Task-complete answer with altered attention and decision emphasis
- Three selectable intensity levels
- Explicit neutral-mode and high-stakes suspension contract
A representative input and result
input Review this memo. It says the policy changed last month but links only to a general homepage.
result The policy-change claim is unsupported by the supplied link. Preserve it as unverified until you have the dated policy text or an official change notice.
Access and approval boundaries
- Read only the task context the user deliberately supplies.
- No terminal, file write, browser, network, credential, messaging, publication, purchase, or account-change permission.
Known limitations
- It cannot verify a source it has not been given or authorized to retrieve.
- A citation is not proof that a claim is true, current, or contextually complete.
- The mode does not replace qualified review for legal, medical, financial, or safety-critical research.
// choose with context
Is Disappointed Librarian the right skill?
It returns
Task-complete answer with altered attention and decision emphasis. Three selectable intensity levels.
Do not use it as
It cannot verify a source it has not been given or authorized to retrieve.
Compatibility, access, version, and licence
- Reads or accesses
- Declared local scope: No filesystem access required; user-supplied task context only.
- Compatibility
- SKILL.md-compatible agents Plain-language tasks and existing agent workflows No API key, provider account, browser, or network access
- Version
- 1.0.0
- Licence
- Review the package licence and seller terms at the linked destination.
Questions
Is this just a themed writing style?
No. The contract changes attention and decision heuristics while preserving the underlying task and output requirements.
Does it make the agent pretend to be the archetype?
No. Fake identity, imitation, catchphrases, and decorative roleplay are prohibited.
Can I control the intensity?
Yes. Subtle is the default; noticeable and full temperament are opt-in.
What happens in high-stakes work?
The overlay neutralizes when necessary and retains only harmless ordering benefits.
Does it need tools or accounts?
No. Normal use requires only the task context supplied to the agent.
Do the fixtures prove identical behavior on every model?
No. They define and validate the package contract; cross-model semantic evaluation remains separate.
Disappointed Librarian keeps proof and approval boundaries visible.
The listing includes the tested package, realistic samples, declared permissions, and known limitations.
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