design-study-inclusion
SkillMediaLets your agent design study inclusion criteria with a design claude skill that sets exclusion rules for borderline cases.
Available today. Use it from your connected AI after setup.
No other account needed.
Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
Then ask your AI: use the design-study-inclusion skill
About this skill
Define study inclusion/exclusion criteria and explicit rules for borderline cases.
What this skill tells your AI
The instructions your AI receives, as published by yogsoth-ai/de-anthropocentric-research-engine in skills/design-study-inclusion/SKILL.md and read by ahel’s review.
Purpose
Define study inclusion and exclusion criteria with explicit rules for borderline cases.
Input contract
required: [research_question, eligible_population, study_scope]
optional: [outcome_rules, design_rules, date_language_limits]
constraints: [criteria must be observable from source records]
Procedure
- Translate the question into population, intervention/exposure, comparator, outcome, design, and context criteria.
- Define exclusion reasons and precedence for overlapping rules.
- Specify borderline-case adjudication and missing-information handling.
- Test criteria against representative included, excluded, and ambiguous records.
If eligible designs, populations, interventions, and outcomes are fixed, consider plan-effect-size as the next tactic.
Output contract
produces: [inclusion_criteria, exclusion_reasons, borderline_rules, pilot_adjudications]
delta_fields: [decisions, assumption_updates, uncertainties, open_questions]
Quality gates
- Criteria are applicable without knowing the study result.
- Each exclusion has one primary reason.
Failure and counterexamples
Do not make inclusion depend on favorable findings or exclude a study solely because metadata are incomplete when the design remains eligible.
Provenance map
resolved: inclusion-criteria-design
Signals
- GitHub stars
- 501
- Forks
- 41
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Key
design-study-inclusion- Source
- github.com/yogsoth-ai/de-anthropocentric-research-engine