Essay Writer & Editor — evidence-bounded research writing skill
An instruction-based writing skill documents connected planning, drafting, source comparison, evidence-ledger and citation-audit modes, including literature reviews and lab reports. It requires the writer to check final claims and citations; package checks do not establish writing quality or AI-authorship detection accuracy.
L2Research workflow (workflow level, not a quality rating) Source: Repository-documented Outcome: Not empirically evaluated here
Research applicability
An instruction-based writing skill documents connected planning, drafting, source comparison, evidence-ledger and citation-audit modes, including literature reviews and lab reports. It requires the writer to check final claims and citations; package checks do not establish writing quality or AI-authorship detection accuracy.
Getting started
Read the retained primary snapshot and its limitations first. Any suggested installation/provider/database use is untested and requires separate authorization.
Maintenance
Snapshot checked 2026-10-20; ongoing maintenance and version parity were not established.
License
License statements were not separately audited; source access is not reuse clearance.
Workflow & human oversight
L2 for this documented use: A writer supplies a prompt, sources or draft, selects modes such as Plan, Draft, Review or Evidence, and checks claims, citations, voice and unresolved evidence gaps before using the output. Human control: The writer supplies sources and constraints, checks final claims and citations, retains responsibility for disclosure, and reviews revisions rather than treating them as ground truth. Boundary: README documentation only; the skill was not installed or invoked. Behavioral results vary by model and prompt. Its AI-writing-signal mode cannot establish authorship, and no detector accuracy or educational outcome is endorsed. Static fixtures are not independent efficacy evaluation.
Workflow level is not an evidence score; higher is not better evidence.
Approach
A writer supplies a prompt, sources or draft, selects modes such as Plan, Draft, Review or Evidence, and checks claims, citations, voice and unresolved evidence gaps before using the output.
Outcomes (as reported by the originating team)
No empirical research benefit is established by this documentary review.
Limitations
README documentation only; the skill was not installed or invoked. Behavioral results vary by model and prompt. Its AI-writing-signal mode cannot establish authorship, and no detector accuracy or educational outcome is endorsed. Static fixtures are not independent efficacy evaluation.
Reproducibility
Primary-source documentation was read, with source snapshots and hashes retained. No candidate code, skill, model, experimental system or claimed outcome was executed or reproduced.
Adoption requirements
Untested editorial suggestion: inspect the exact sources and select a bounded authorized task; check data rights, provider terms and outputs before relying on them. No installation or trial was run.
Comments
No comments yet.
Add a comment
Comments are held for moderation before appearing. Critical or corrective comments are welcome — especially evidence that an entry overstates what has been verified.