Skip to content

Proposal: bounded multi-source research skill with an auditable evidence ledger #113

Description

@denial123789

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

  1. Define the question, evidence standard, freshness window, and search budget.
  2. Prefer primary sources and require source independence before raising confidence.
  3. Record each source, claim, support/contradiction relation, and retrieval status.
  4. Stop when the budget is exhausted or evidence thresholds are met; never hide unresolved uncertainty.
  5. Run an offline validator that rejects unknown/duplicate sources, unused evidence, inflated confidence, and high-confidence conflicted claims.
  6. 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.

Activity

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

      Milestone

      No milestone

      Relationships

      None yet

      Development

      No branches or pull requests

      Issue actions