Proposal
Would the maintainers be interested in a multi-source-research Skill that teaches coding agents to investigate a claim across independent sources, stop under an explicit retrieval budget, record conflicts, and validate a machine-readable evidence ledger before synthesis?
The gap it fills is different from the existing development, document, media, and vision Skills: it is a reusable research-control workflow rather than another content generator or API wrapper.
Intended behavior
- Define the question, evidence standard, freshness window, and search budget.
- Prefer primary sources and require source independence before raising confidence.
- Record each source, claim, support/contradiction relation, and retrieval status.
- Stop when the budget is exhausted or evidence thresholds are met; never hide unresolved uncertainty.
- Run an offline validator that rejects unknown/duplicate sources, unused evidence, inflated confidence, and high-confidence conflicted claims.
- Produce both a readable answer and the auditable ledger.
The Skill would remain vendor-neutral and use search/page/browser tools exposed by the host agent. It would not require a SandBase account or MiniMax API beyond whichever model/tool environment the user already runs.
Existing reference implementation
SandBase Skills already ships an Apache-2.0 implementation with a worked example and validator:
If this scope is welcome, I can adapt it to this repository’s skills/<name>/ structure, MIT licensing expectations, concise context budget, README sync, and validation rules as a single-purpose contribution. Attribution would be retained as required by the source license.
Disclosure: I help maintain SandBase Skills. I am asking about scope before preparing an external-repository code contribution, and I am not claiming MiniMax endorsement.
Proposal
Would the maintainers be interested in a
multi-source-researchSkill that teaches coding agents to investigate a claim across independent sources, stop under an explicit retrieval budget, record conflicts, and validate a machine-readable evidence ledger before synthesis?The gap it fills is different from the existing development, document, media, and vision Skills: it is a reusable research-control workflow rather than another content generator or API wrapper.
Intended behavior
The Skill would remain vendor-neutral and use search/page/browser tools exposed by the host agent. It would not require a SandBase account or MiniMax API beyond whichever model/tool environment the user already runs.
Existing reference implementation
SandBase Skills already ships an Apache-2.0 implementation with a worked example and validator:
If this scope is welcome, I can adapt it to this repository’s
skills/<name>/structure, MIT licensing expectations, concise context budget, README sync, and validation rules as a single-purpose contribution. Attribution would be retained as required by the source license.Disclosure: I help maintain SandBase Skills. I am asking about scope before preparing an external-repository code contribution, and I am not claiming MiniMax endorsement.