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Community recipe · Agent coordination

Prepare a protocol-led systematic-review evidence package

Source-backed example. Practical decision guidance is proposed and untested; this is not a full implementation guide.

The problem

Systematic reviews require a traceable selection process so missing studies, screening disagreements and biased evidence do not disappear into a final narrative.

Agent job

Follow the agreed protocol through database search, deduplication, screening, disagreement handling, bias review and manuscript preparation.

Expected output

An evidence package and manuscript draft with an auditable selection trail for researcher review.

Where this framing comes from
  • Core problem: Editorial purpose framing
  • Agent job: Editorial purpose framing
  • Expected output: Editorial purpose framing
  • Relevant job roles: Editorial purpose framing
  • Benefit type: Editorial purpose framing
Editorial framing and outcome limits

Describes the task’s purpose and intended output; measured benefit, safe unsupervised operation and successful delivery are not established by this framing.

Editorial synthesis based on the linked source. This framing does not add evidence of successful delivery or results.

Case-specific decision guidance · untested

Case-specific decision guidance and first checks are original proposals. The linked source supports the attributed task; this added guidance has not been executed.

Read the attributed source evidence and original caveats below ↓

Why use this

  1. A systematic review can accumulate many records while losing track of why studies were excluded, which reports describe the same study or where reviewers disagreed. A polished narrative cannot repair an incomplete selection trail after the fact.

  2. A protocol-linked evidence package could expose those decisions before synthesis proceeds. Researchers could inspect screening and extraction assumptions, retain unresolved disagreements and assess whether the intended review is reproducible without treating the package as validated scientific evidence.

Why an agent / simpler alternative

Useful judgment

Organize heterogeneous study descriptions and flag inconsistencies against predefined criteria while preserving researcher decisions.

Simpler alternative

Use a conventional review-management tool when human screeners already maintain a complete, consistent audit trail.

Unsuitable when

The process lacks an agreed protocol or would replace independent screening and domain assessment.

Proposed inputs

  1. Name

    Review protocol

    Owner

    Research lead

    Minimum scope

    Question, inclusion criteria, outcomes and disagreement rules

    Quality check

    Identify amendments and decisions that require explicit researcher approval.

  2. Name

    Study-record sample

    Owner

    Authorized researcher

    Minimum scope

    Lawfully supplied citations, abstracts and screening notes

    Quality check

    Separate duplicate reports from distinct studies.

Access and setup — proposed or unknown

Proposed minimum
  1. Fictional records and a local screening-ledger design without literature access.

Compatibility unknowns
  1. Unknown: current runtime, database access, full-text rights and extraction fidelity.

External actions requiring approval
  1. Protocol changes, paid access, data processing beyond scope and manuscript sharing or submission.

Expected deliverable and review checks

Proposed artifact

Protocol-to-record audit ledger with screening reasons, disagreements and extraction questions.

Critical checks
  1. Every inclusion or exclusion has a criterion-linked rationale.

  2. Unresolved disagreements and missing evidence remain visible before synthesis.

Missing output evidence

No new workflow run or output inspection was performed for this overlay; use the canonical source-outcome references.

Failure signals and proposed responses

  1. Signal

    Two publications from one study are counted as independent evidence.

    Why it matters

    The synthesis may overweight that study.

    Proposed response

    Create a tentative study family and ask researchers to confirm report relationships.

  2. Signal

    A screening decision uses a criterion absent from the protocol.

    Why it matters

    Selection can drift without an auditable rationale.

    Proposed response

    Flag the deviation and request an explicit protocol decision before applying it.

Effort and cost — unknown

Setup work
  1. Define protocol versions, record identities and disagreement handling.

Ongoing review
  1. Audit screening, extraction and proposed bias assessments.

Unknowns
  1. Unknown: access fees, screening volume and specialist review effort.

First check — proposed, unexecuted

Status

proposed_unexecuted

Synthetic fixture

Five invented study records include companion reports, a screening disagreement and an exclusion using an undeclared criterion.

Acceptance checks
  1. Retain the unresolved study relationship.

  2. Flag the disagreement and protocol deviation without resolving scientific merit.

Stop conditions
  1. Live searches, full-text retrieval, research synthesis or manuscript submission is required.

Limits

  1. This proposed ledger check cannot establish search completeness, unbiased selection or the correctness of scientific conclusions.

Tasks: Research & discoveryBuild & debugWriting & content

Useful for: ResearcherHealthcare professional

Editorial relevance from the title and source-supported actions; not evidence of the operator’s occupation.
OpenClawIndependent testing: No

Editorial candidate. This is source-backed reporting or a documented workflow. BotCurrent has not independently tested this task. A proposed Canadian adaptation is not evidence of a Canadian deployment or compliance certification.

Original source

https://github.com/PangenomeAI/academic-skills-food-nutrition/blob/main/food-research/SKILL.md ↗

Attributed to: PangenomeAI / University of Melbourne Food Science Group

Community recipe
Original action type
multi_agent_coordination
What the source supports
The systematic stream coordinates database searches, duplicate removal, independent screening, disagreement resolution, bias review and a manuscript with an auditable selection trail.
Source outcome limits
This community recipe describes a procedure; it does not prove successful execution or independently reproduced results.
Evidence attribution caveat
This community recipe describes a procedure; it does not prove successful execution or independently reproduced results.
Source approval description
The workflow asks users to choose lawful full-text access; a universal publication-approval policy is not specified.
Named tools
OpenClaw; food-research; subagents; literature MCP/web tools; food-fetch; DOCX export
Model or version
Unknown
Publication date
Unknown
Source last checked
2026-10-14
Demonstrated in Canada
Unknown
Canadian availability
Unknown
Proposed Canadian adaptation
Proposed: adapt eligibility, Canadian research ethics and bilingual-source coverage to the actual question; assess institutional access before retrieval.
Recommended approval boundaries
Approve protocol and inclusion criteria first; researchers must audit screening, extraction and bias assessments before any submission.