adversarial-research
Conduct comprehensive, cross-checked web investigations to verify claims and produce reliable reports.
no-skill baseline: 55% — anything below it makes the model worse.
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agent-ops-article-verificationskilldefault
Editorial teams or AI output validators needing pre-publication fact-checking with defense-in-depth claim extraction
loom-researchworkflow
Multi-angle research with parallel search, aggregation, and adversarial contradiction resolution.
mercury-multi-source-researchworkflow
Research questions needing ≥3 sources cross-checked for consistency (SDK/API behavior, vendor pricing, version facts); replaces serial autoresearch loop.
research-summarizerskill
Comparing multiple sources or extracting structured briefs beats manual reading.
fieldatlas-synthworkflow
Grounding research idea generation in corpus citations with novelty-checking and feasibility critique.
nihil-odinworkflow
When a transformation decision depends on external behavior, upstream docs, or evidence the repo cannot supply.
investigateworkflow
Orchestrate multi-agent investigate across parallel branches and synthesis.
deep-researchworkflow
Adversarial deep research with multi-source verification and ranked evidence synthesis.
ultraresearchskill
When you need maximum-saturation research across every available source.
researchworkflow
Complex multi-phase orchestration where deterministic ordering and structured outputs are critical.
researchplugin
Research queries that may benefit from specialist skills but need automatic routing to the right tool without requiring user to choose manually.
deep-researchcommand
When you need a deep, multi-source, fact-checked research report with confidence gates
deep-researchworkflow
When you need multi-phase orchestration with parallel agents across a complex workflow.
deep_researchworkflow
Executing complex multi-phase workflows with typed outputs.
rc-deep-researchworkflow
In-depth multi-source research when you need analyst-grade findings with proper citations.
researchworkflow
Exploratory research with parallel hypothesis agents and cross-check synthesis.
deep-researchworkflow
Producing a cited, high-confidence research report when sources include anti-bot paywalls (WebSearch aggregation fallback).
deep-researchskill
User wants thorough, cited research on any topic beating single web search with multi-source verification.
scientific-thinking-literature-reviewskill
Building citation-backed background sections where systematic protocol and deduplication rules prevent claim gaps.
kiln-researchworkflow
Deep research investigations with parallel multi-perspective evidence gathering.
pitch-atlas-craftsmen-researchworkflow
Coordinating multi-agent workflows with explicit phases, budget guards, and structured JSON output schemas.
researchworkflow
Fan-out web research, dedup sources, synthesize with citations, and fact-check claims.
mishkan-deep-researchworkflow
In-depth multi-angle research reports where contradictory sources must be reconciled by skeptic review.
research-flow-skillskill
Systematically researching a topic with explicit sourcing, contradiction detection, and confidence scoring for fact-checked reports
kmaz-researchworkflow
Adversarial research workflows that gather, refute, and converge on verified claims.
autoresearch-agentskill
When you need multi-source fact-checked research with explicit citations and adversarial verification.
annotate-partworkflow
multi-phase agent orchestration
research-engineskill
Rapid multi-source research synthesis with transparent evidence chains.
gemini-deep-researchskill
Multi-source synthesis tasks where systematic web search + AI analysis beats single-prompt research.
researchworkflow
Synthesizing evidence on academic/technical topics when you need multi-modality (text+code+data) sweep plus two-stage extraction-enrichment pipeline.
claim_verifierworkflow
Verify document claims are grounded in cited sources.
researchsubagent
When research requires multi-source adversarial verification and cited evidence trails.
cycle-cause-researchworkflow
multi-phase agent orchestration
note-correctness-reviewworkflow
multi-phase agent orchestration
kb-articleskill
Support teams creating evergreen documentation from recurring customer questions or newly resolved issues.
outreach-fanout-researchworkflow
When you need to build a prospect list from a look-alike pool of a known customer and you need both email AND phone verified from official sources, not brokers.