adjust-abstraction-scope
Move a scientific object up/down in abstraction or narrow/broaden selected scope dimensions (population, mechanism, context, outcome, timeframe, system…
Skill by yogsoth-ai
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/yogsoth-ai-adjust-abstraction-scope
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About
Use cases: research
Reviews
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Permissions
What this skill can do and what it asks for, from its SKILL.md and code. Checked Oct 26, 2026.
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Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/adjust-abstraction-scope
What's inside
- Skill name
adjust-abstraction-scope- Description
- Move a scientific object up/down in abstraction or narrow/broaden selected scope dimensions (population, mechanism, context, outcome, timeframe, system boundary) until the representation has useful explanatory and experimental leverage.
- License
- Apache-2.0
- Instructions
- 51 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# adjust-abstraction-scope ## Purpose Move a scientific object up or down in abstraction, or narrow/broaden scope dimensions, until explanatory and experimental leverage improve. ## Input contract ```yaml required: [research_object, current_scope, leverage_failure] optional: [candidate_levels, context_constraints, target_use] constraints: [retain object identity; change representation or declared scope explicitly] ``` ## Procedure 1. Record object, current level, and scope dimensions (population, mechanism, context, outcome, timeframe, boundary). 2. Generate at least one upward and one downward abstraction candidate when leverage is unclear. 3. For each candidate, state what is gained, lost, and newly testable. 4. Select the narrowest or broadest level that supports the caller's stated use and record rationale. ## Output contract ```yaml produces: [scoped_representations, selected_scope, leverage_rationale] delta_fields: [findings, decisions, uncertainties] ``` ## Quality gates - Object identity is invariant across representations. - Every changed dimension is named with before/after values. - Selected scope has an explicit explanatory or experimental leverage claim. ## Parameterization Caller supplies object schema, allowed abstraction dimensions, admissible scope bounds, target use, and selection rule. ## Failure and counterexamples Reject a level that changes the object while appearing to change only scope; reject scope changes with no stated leverage test. ## Provenance map - resolved: abstraction-laddering - resolved: scope-assessment - resolved: question-reformulation - resolved: scope-calibration - intermediate: Pass8/shift-abstraction-level - intermediate: Pass8/adjust-question-scope ## Preserved source criteria ledger | source | criterion | |---|---| | scope-assessment | Input must contain at least 1 fully stated research question. | | scope-assessment | Too broad requires a book/multiple papers; appropriate is answerable by one paper; too narrow is self-evident or lacks contribution. |
From yogsoth-ai/de-anthropocentric-research-engine, Apache-2.0.
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Signals
- Stars
- 505
- Forks
- 43
- Open issues
- 1
- Last commit (this folder)
- Sep 23, 2026 (1 month ago)
- Last release
- Oct 23, 2026 (6 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- Apache-2.0
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
adjust-abstraction-scope skill. Agent Mart. https://agentmart.dev/skills/yogsoth-ai-adjust-abstraction-scope (last updated 2026-10-24)