abstract-structure
Remove domain surface details to expose transferable relational/mechanistic structure at a chosen abstraction level.
@yogsoth-aiInstall SkillAutomation
Skill
/appreciative-reframe
Reframe a problem around functioning exceptions, existing strengths, positive deviance, and conditions under which desired behavior already occurs.
Claude Code
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill appreciative-reframe --agent claude-code
Codex
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill appreciative-reframe -a codex -y
Cursor
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill appreciative-reframe -a cursor -y
Gemini CLI
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill appreciative-reframe -a gemini-cli -y
GitHub Copilot
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill appreciative-reframe -a github-copilot -y
OpenCode
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill appreciative-reframe -a opencode -y
Windsurf
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill appreciative-reframe -a windsurf -y
SKILL.md
appreciative-reframe.SKILL.mdname: appreciative-reframe description: "Reframe a problem around functioning exceptions, existing strengths, positive deviance, and conditions under which desired behavior already occurs."
appreciative-reframe
Purpose
Reframe a problem around functioning exceptions, strengths, positive deviance, and conditions supporting desired behavior.
Input contract
required: [problem_statement, functioning_exceptions] optional: [stakeholders, outcome_definition] constraints: [exceptions must be observed cases, not aspirations]
Procedure
1. Identify cases where the desired behavior already occurs. 2. Extract the enabling conditions and strengths present in those cases. 3. Rewrite the research question around reproducing or extending those conditions.
Output contract
produces: [exception_inventory, enabling_conditions, appreciative_reframe] delta_fields: [findings, hypothesis_updates, decisions]
Quality gates
- Each positive exception has evidence and a condition set; the reframe preserves the target outcome.
Failure and counterexamples
Reject success stories that are unverified, incomparable, or explained only by selection bias.
Provenance map
- `deep-insight/appreciative-reframing`: resolved.
Ships withde-anthropocentric-research-engine
A research skill graph for AI-native science. 271 markdown files. No runtime, no dependencies, no build step.
512200 skills
Stars on GitHub
Momentum
- stars in total
- 512
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Questions about appreciative-reframe.
- Which coding agents can use appreciative-reframe?
- appreciative-reframe installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.