abstract-structure
Remove domain surface details to expose transferable relational/mechanistic structure at a chosen abstraction level.
Apply explicit GO / HOLD / RECYCLE / KILL (or supplied) stage-gate criteria with evidence thresholds and next-step conditions.
Claude Code
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill apply-stage-gate --agent claude-code
Codex
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill apply-stage-gate -a codex -y
Cursor
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill apply-stage-gate -a cursor -y
Gemini CLI
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill apply-stage-gate -a gemini-cli -y
GitHub Copilot
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill apply-stage-gate -a github-copilot -y
OpenCode
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill apply-stage-gate -a opencode -y
Windsurf
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill apply-stage-gate -a windsurf -y
name: apply-stage-gate description: "Apply explicit GO / HOLD / RECYCLE / KILL (or supplied) stage-gate criteria with evidence thresholds and next-step conditions."
Apply explicit GO / HOLD / RECYCLE / KILL gates to a candidate or work package, tying each outcome to evidence thresholds and a next action.
required: [candidate_record, gate_criteria, evidence_register] optional: [prior_gate_decision, remediation_options] constraints: [each criterion has an observable status; gate outcome and next action are explicit]
1. Normalize the candidate, gate criteria, evidence, and unresolved assumptions into a gate table. 2. Evaluate every criterion as met, unmet, or unknown, preserving the cited evidence and threshold direction. 3. Apply precedence: KILL for disqualifying hard failure, RECYCLE for repairable failure, HOLD for insufficient evidence, otherwise GO. 4. Emit the gate decision, failed criteria, evidence gaps, and the smallest justified next action.
produces: [gate_table, gate_decision, failed_criteria, next_action] delta_fields: [findings, evidence_updates, uncertainties, decisions, recommended_jumps]
Do not turn an absent measurement into a pass. A repairable shortfall is RECYCLE only when a concrete remediation and re-gate condition are recorded.
A research skill graph for AI-native science. 271 markdown files. No runtime, no dependencies, no build step.
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