Templates Reference
Software Templates
Section titled “Software Templates”software_feature
Section titled “software_feature”Full SDLC pipeline for feature development.
| Property | Value |
|---|---|
| Category | software |
| Tags | development, full-stack, ci/cd |
| Steps | 6 |
Steps: design_architecture → implement_backend + implement_frontend (parallel) → code_review → integration_testing → deploy
bug_fix
Section titled “bug_fix”Bug fix pipeline from investigation to deployment.
| Property | Value |
|---|---|
| Category | software |
| Tags | bugfix, debugging, hotfix |
| Steps | 6 |
Steps: investigate → reproduce → implement_fix → review_fix → verify_fix → deploy_fix
Research Templates
Section titled “Research Templates”research_swarm
Section titled “research_swarm”Parallel research across configurable sub-domains.
| Property | Value |
|---|---|
| Category | research |
| Tags | research, synthesis, parallel |
| Options | domains (number, default: 3) |
Steps: scope_research → investigate_domain_1..N (parallel) → cross_review → synthesize_findings
literature_review
Section titled “literature_review”Academic literature review following systematic review methodology.
| Property | Value |
|---|---|
| Category | research |
| Tags | academic, papers, review |
| Steps | 6 |
Steps: search_papers → screen_papers → extract_data → quality_assessment → synthesize_evidence → write_report
literature_review_continuous
Section titled “literature_review_continuous”Ongoing literature monitoring with dual review and contradiction scanning.
| Property | Value |
|---|---|
| Category | research |
| Tags | academic, continuous, literature, scientific |
| Options | domains (number, default: 4) |
Steps: scope_update → search_sources_parallel_1..N → screen_relevance_parallel_1..N → extract_evidence_parallel_1..N → contradiction_scan → dual_review → synthesize_findings → knowledge_checkpoint → monitor_triggers
hypothesis_swarm
Section titled “hypothesis_swarm”Generate and stress-test competing hypotheses in parallel.
| Property | Value |
|---|---|
| Category | research |
| Tags | hypothesis, scientific, parallel |
| Options | domains (number, default: 4) |
Steps: frame_question → propose_hypothesis_1..N (parallel) → attack_hypothesis_1..N (parallel) → synthesize_hypotheses
research_monitor
Section titled “research_monitor”Watch for new publications and evidence changes.
| Property | Value |
|---|---|
| Category | research |
| Tags | monitoring, scientific, watchlist |
| Steps | 4 |
Steps: refresh_watchlist → scan_new_material → evaluate_delta → synthesize_delta
Medical Templates
Section titled “Medical Templates”second_opinion
Section titled “second_opinion”Medical case review with expert validation.
| Property | Value |
|---|---|
| Category | medical |
| Tags | medical, diagnosis, healthcare |
| Steps | 6 |
| Min Reputation | 0.8 (expert_review) |
Steps: extract_clinical_data → literature_search → differential_diagnosis → expert_review → recommendations → final_report
rare_disease_diagnosis
Section titled “rare_disease_diagnosis”Multi-specialist parallel diagnosis for rare diseases.
| Property | Value |
|---|---|
| Category | medical |
| Tags | rare-disease, diagnosis, multi-specialist, genetics, parallel |
| Steps | 11 (default) |
| Options | specialists (string[], default: genetics, neurology, immunology, metabolic) |
| Min Reputation | 0.7 (specialists), 0.8 (consensus) |
Steps: intake_structured + literature_scan → specialist_genetics + specialist_neurology + specialist_immunology + specialist_metabolic (parallel) → cross_correlation → genetic_variant_analysis → consensus_review → diagnostic_report → knowledge_capture
Capabilities: phenotyping, rare-disease, bioinformatics, variant-analysis, ACMG classification
clinical_trial_monitor
Section titled “clinical_trial_monitor”Multi-site clinical trial surveillance with DSMB review.
| Property | Value |
|---|---|
| Category | medical |
| Tags | clinical-trial, monitoring, safety, pharmacovigilance, distributed |
| Options | sites (number, default: 3) |
| Min Reputation | 0.85 (DSMB review) |
Steps: protocol_ingest → site_1..N_data_collection + site_1..N_safety_scan (parallel per site) → aggregate_safety → efficacy_interim → dsmb_review → regulatory_report → trial_checkpoint
Capabilities: pharmacovigilance, signal-detection (PRR, ROR, BCPNN), CIOMS/MedWatch reporting
drug_interaction_analysis
Section titled “drug_interaction_analysis”Multi-agent pharmacology analysis for polypharmacy patients.
| Property | Value |
|---|---|
| Category | medical |
| Tags | pharmacology, drug-interaction, polypharmacy, patient-safety |
| Steps | 8 |
| Min Reputation | 0.75 (clinical risk review) |
Steps: medication_extraction → pk_analysis + pd_analysis + literature_evidence (parallel) → interaction_matrix → clinical_risk_review → recommendations → final_report
Capabilities: CYP450, pharmacokinetics, pharmacodynamics, DrugBank/Lexicomp integration
epidemiological_investigation
Section titled “epidemiological_investigation”Outbreak investigation pipeline.
| Property | Value |
|---|---|
| Category | medical |
| Tags | epidemiology, outbreak, public-health, surveillance, investigation |
| Steps | 9 |
| Min Reputation | 0.8 (epi review) |
Steps: initial_surveillance → case_definition → descriptive_epi → hypothesis_generation → analytical_study + lab_investigation (parallel) → epi_review → response_plan → situation_report
Capabilities: case-control/cohort design, molecular typing, public-health response
Business Templates
Section titled “Business Templates”strategic_analysis
Section titled “strategic_analysis”Strategic business analysis from market research to implementation plan.
| Property | Value |
|---|---|
| Category | business |
| Tags | strategy, business, analysis |
| Steps | 6 |
Steps: market_analysis + competitive_analysis (parallel) → capability_assessment → synthesize_strategy → strategy_review → implementation_plan
Creative Templates
Section titled “Creative Templates”content_creation
Section titled “content_creation”Multi-stage editorial pipeline.
| Property | Value |
|---|---|
| Category | creative |
| Tags | writing, content, editorial |
| Steps | 6 |
Steps: create_outline → write_draft → content_review → revise_content → copyedit → final_polish
Generic Templates
Section titled “Generic Templates”simple_task
Section titled “simple_task”Basic execute → review → finalize.
| Property | Value |
|---|---|
| Category | generic |
| Tags | simple, basic |
| Steps | 3 |
parallel_execution
Section titled “parallel_execution”Split → parallel execute → merge.
| Property | Value |
|---|---|
| Category | generic |
| Tags | parallel, divide-and-conquer |
| Options | subtasks (number, default: 3) |
Steps: subtask_1..N (parallel) → merge_results