菜单
这个仓库中的 skills
SkillsMP 已收集 yogsoth-ai/de-anthropocentric-research-engine 中的 961 个 Skill。打开任一 Skill 可查看来源和详情。
yogsoth-ai/de-anthropocentric-research-engine已展示 40 / 961 个已收集 Skill。
Self-review the North Star + ResearchBrief for completeness, consistency, and clarity before presenting to user. If issues found, return to specific tactic/SOP for targeted fix. If passes, present final output to user for confirmation.
原文语言：英语
Express the user's chosen research direction as a formal goal statement in the format: 'Achieve [what], such that [effect], under [constraints]'. Confirm with user before proceeding to decomposition.
原文语言：英语
SOP for finding structural gaps in the ontology — missing concepts, thin branches, disconnected clusters.
原文语言：英语
Estimate theoretical/practical ceiling vs current SOTA gap
原文语言：英语
SOP for inspecting the current hierarchy structure — query graph to display parent-child relationships.
原文语言：英语
SOP for documenting an intervention — what happens when a causal variable is manipulated.
原文语言：英语
SOP for documenting a feedback loop — classify, describe dynamics, identify break points.
原文语言：英语
SOP for exporting the dimensional matrix as a readable document or structured data.
原文语言：英语
SOP for creating a causal mechanism edge — documents how one variable causes changes in another.
原文语言：英语
SOP for identifying near-duplicate concepts that should be merged.
原文语言：英语
Identify all relevant methods via literature, leaderboards, citation chains
原文语言：英语
SOP for finding gaps in the causal model — missing variables, unexplained effects, weak links.
原文语言：英语
SOP for exporting ontology summary — generate a readable overview of the current ontology state.
原文语言：英语
Assemble unified comparison table with confidence interval annotations
原文语言：英语
Present the field panorama to the user and gather their preferences — which fields interest them, which they reject, and why. A dialogue SOP that bridges landscape-synthesis output to user decision.
原文语言：英语
Analyze sub-directions within the user's chosen field and present ranked candidates. Combines sub-direction identification, skill-gap matching, and presentation into a single SOP. Depth scales by start mode: cold-start shows broad sub-directions, warm-start…
原文语言：英语
Construct performance-over-time visualization data
原文语言：英语
SOP for generating research questions from promising gaps in the design space.
原文语言：英语
SOP for documenting rebuttals and counter-claims — create rebuttal pages with typed contradiction edges and source attribution.
原文语言：英语
Assess paper completeness against ML Reproducibility Checklist
原文语言：英语
Verify result reproducibility via re-runs with different seeds and ICC comparison
原文语言：英语
Collect experiment outputs — metrics, logs, artifacts — into structured result set
原文语言：英语
Structured questioning SOP to determine research boundaries, depth, and breadth. Used during spec generation.
原文语言：英语
Extract (Task, Dataset, Metric, Score, Conditions) tuples from a paper
原文语言：英语
Collect historical scores, fit saturation curves, detect inflection points
原文语言：英语
SOP for finding seed concepts in existing vault and web sources to anchor ontology construction.
原文语言：英语
Complete Six Hats rotation (White→Red→Black→Yellow→Green→Blue) to force systematic perspective diversity.
原文语言：英语
Spawn a customized CC subagent with full MCP tool access. Used by SOPs that declare execution: subagent.
原文语言：英语
Quality gate for Research Specs. Checks for placeholders, consistency, scope, ambiguity, context protocol, and quantification. Mandatory before user review.
原文语言：英语
Execute statistical tests — bootstrap, permutation, Bayesian ROPE — on experiment results
原文语言：英语
SOP for assigning calibrated strength scores to claims — evaluate evidence weight, count independent sources, check defeaters, produce scored assessment.
原文语言：英语
SOP for producing argument synthesis reports — aggregate evidence, resolve contradictions, identify surviving claims, write structured summary.
原文语言：英语
SOP for generating a causal model validation report — summarize coverage, confidence, gaps, contradictions.
原文语言：英语
SOP for creating a variable page in the causal model — documents a measurable quantity with its properties.
原文语言：英语
SOP wrapping vault_add_edge — create a typed relationship between two vault pages.
原文语言：英语
SOP for wiki page creation/update — create or update a synthesized wiki page with edges and index update.
原文语言：英语
SOP for auditing wikilink coverage — scans all edges and reports which source pages are missing [[dir/slug]] wikilinks to their targets.
原文语言：英语
SOP wrapping vault_query_graph — traverse knowledge graph from a node to explore its neighborhood and context.
原文语言：英语
SOP for source page creation — write immutable source page capturing raw material, then update search index.
原文语言：英语
SOP wrapping vault_lint — run batch validation, report issues, optionally auto-fix safe problems.
原文语言：英语