Skills for Real Engineers. Straight from my .agents directory.
amann-evidence-standards
Agent skill frombrycewang-stanford/Awesome-Journal-Skills
Use when appraising the cumulative evidence and ensuring balance in an Academy of Management Annals (Annals) review — weighing conflicting findings by credibility, steelmanning rival schools, and handling the author's own work even-handedly. Audits evidence quality and fairness; it does not design the framework (amann-organizing-framework) or build exhibits (amann-tables-figures).
How to install amann-evidence-standards
npx skills add brycewang-stanford/Awesome-Journal-Skills# or add only this skill to Claude Code: copy the folder
Academy-of-Management-Annals-Skills/skills/amann-evidence-standards/
# into
~/.claude/skills/amann-evidence-standards/ (all projects)
.claude/skills/amann-evidence-standards/ (one project)
1# Evidence Standards — Appraisal & Balance (amann-evidence-standards)23## When to trigger45- The framework is set and you are filling cells with the literature6- The field has rival schools, a live controversy, or conflicting empirical results7- You must decide whether to cite *everything* or curate, and how to weigh disagreeing studies8- You are a contributor to this literature and worry the review tilts toward your own work910## At Annals you are the field's reviewer-of-record1112An Annals review carries no estimates of its own — but it is not therefore neutral. The "attitude" is **disciplined critical appraisal**: you judge how good the cumulative evidence is, reconcile conflicts by credibility, and state where the field's confidence is and is not warranted. This is the review-craft replacement for primary-research robustness checks: you are appraising *other people's* designs, not defending your own.1314## Completeness vs. selectivity: the Annals contract1516A review must be **comprehensive in coverage** yet **selective in emphasis** — long (~50 pages) but not an inventory. Resolve the tension by **tiering** the corpus:1718| Tier | Treatment |19|------|-----------|20| **Foundational / field-defining** | discussed in text — what it established and its limits |21| **Important contributions** | grouped and weighed within the framework's cells; cited with their finding |22| **Confirmatory / incremental** | cited in clusters ("see also …") to show coverage without bloating prose |23…
Excerpt shown under the repository's MIT license.
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