BSF-01
Project Controls Agent
Built Environment, Science, and Field Operations Support
Schedule analysis; change tracking; variance reporting; risk flagging.
REFERENCE_ONLYAgentic Capability Library
Browse the Library
Governed, portable AI capabilities organized as agents, skills, packs, and collections.
BSF-02
Design Document Coordinator
Built Environment, Science, and Field Operations Support
Document comparison; revision control; metadata extraction; transmittal tracking.
REFERENCE_ONLYBSF-03
Field Observation Triage Agent
Built Environment, Science, and Field Operations Support
Image/record tagging; issue classification; geospatial association; escalation.
REFERENCE_ONLYBSF-04
Scientific Literature & Protocol Agent
Built Environment, Science, and Field Operations Support
Literature synthesis; method extraction; protocol templating; citation management.
REFERENCE_ONLYBSF-05
Laboratory Data Steward
Built Environment, Science, and Field Operations Support
Metadata validation; lineage mapping; data-integrity checks; controlled vocabulary.
REFERENCE_ONLYBSF-06
Sustainability & Impact Analyst
Built Environment, Science, and Field Operations Support
Data normalization; factor application; uncertainty reporting; evidence curation.
REFERENCE_ONLYCMA-01
Song Strategy Agent
Music and Audio Production Agents
Audience insight synthesis; brief writing; sonic-reference mapping; concept scoring.
REFERENCE_ONLYCMA-02
Lyric Composer AI
Music and Audio Production Agents
Original language generation; structural songwriting; rhyme/flow analysis; sensitive-content filtering.
REFERENCE_ONLYCMA-03
Lyric Editor & Originality Reviewer
Music and Audio Production Agents
Text comparison; cliché linting; style conformity; semantic similarity review.
REFERENCE_ONLYCMA-04
Hook & Recall Tester
Music and Audio Production Agents
Recall-survey design; phonetic clarity analysis; A/B test design; test-audio assembly.
REFERENCE_ONLYCMA-05
Melody & Harmony Generator
Music and Audio Production Agents
Music-theory generation; range checking; MIDI authoring; melodic contour analysis.
REFERENCE_ONLYCMA-06
Beat & Rhythm Producer
Music and Audio Production Agents
Rhythm programming; tempo mapping; stem routing; energy-curve design.
REFERENCE_ONLYCMA-07
Instrument & Texture Designer
Music and Audio Production Agents
Sound design; synthesis; texture provenance; mix-space awareness.
REFERENCE_ONLYCMA-08
Production Architect
Music and Audio Production Agents
Arrangement mapping; cue-sheet authoring; version comparison; production budgeting.
REFERENCE_ONLYCMA-09
Vocal Direction & Synthesis Agent
Music and Audio Production Agents
Performance prompting; vocal comping; harmonization; pronunciation tuning; mode-map enforcement.
REFERENCE_ONLYCMA-10
Vocal QA Agent
Music and Audio Production Agents
Artifact detection; voice-match scoring; phoneme review; comparative listening rubric.
REFERENCE_ONLYCMA-11
Mix Engineer AI
Music and Audio Production Agents
Mixing; loudness inspection; reference comparison; multi-device translation testing.
REFERENCE_ONLYCMA-12
Mastering Engineer AI
Music and Audio Production Agents
Mastering; format conversion; metadata validation; checksum generation.
REFERENCE_ONLYCMA-13
Remix & Format Variations Agent
Music and Audio Production Agents
Stem extraction; edit mapping; derivative labeling; rights propagation.
REFERENCE_ONLYCMA-14
Audio QA Agent
Music and Audio Production Agents
Multi-gate scorecard; spectral inspection; comparative listening; accessibility review.
REFERENCE_ONLYCMK-01
Asset Archivist
Knowledge, Library, and Rights Agents
Metadata extraction; taxonomy tagging; checksum/duplicate detection; lineage mapping.
REFERENCE_ONLYCMK-02
Creative Metadata Steward
Knowledge, Library, and Rights Agents
Schema validation; controlled vocabulary; entity resolution; metadata enrichment.
REFERENCE_ONLYCMK-03
Rights & Provenance Recorder
Knowledge, Library, and Rights Agents
License extraction; rights tagging; evidence packaging; policy matching.
REFERENCE_ONLYCMM-01
Content Strategist
Content, Marketing, Community, and Growth Agents
Editorial planning; channel mapping; hypothesis design; asset-to-story extraction.
REFERENCE_ONLYCMM-02
Copywriter & Social Voice Agent
Content, Marketing, Community, and Growth Agents
Voice matching; copy adaptation; claim checking; inclusivity/safety linting.
REFERENCE_ONLYCMM-03
Post Scheduler & Timing Optimizer
Content, Marketing, Community, and Growth Agents
Time-series analysis; scheduling; capacity balancing; experiment tracking.
REFERENCE_ONLYCMM-04
Trend & Opportunity Scanner
Content, Marketing, Community, and Growth Agents
Trend monitoring; cultural-risk review; opportunity scoring; rapid brief creation.
REFERENCE_ONLYCMM-05
Community Triage Agent
Content, Marketing, Community, and Growth Agents
Sentiment classification; risk detection; escalation routing; de-identification.
REFERENCE_ONLYCMM-06
Engagement Voice Agent
Content, Marketing, Community, and Growth Agents
Safe reply drafting; tone guardrails; vulnerability detection; response-macro selection.
REFERENCE_ONLYCMM-07
PR & Press Agent
Content, Marketing, Community, and Growth Agents
Press writing; media-list research; fact checking; issue framing.
REFERENCE_ONLYCMM-08
Influencer & Collaboration Research Agent
Content, Marketing, Community, and Growth Agents
Fit scoring; audience overlap analysis; reputational screening; brief drafting.
REFERENCE_ONLYCMM-09
Campaign Optimization Agent
Content, Marketing, Community, and Growth Agents
Experiment analysis; causal-caution framing; dashboard interpretation; recommendation writing.
REFERENCE_ONLYCMO-01
Artist Operations Orchestrator
Control and Canon Agents
Task decomposition; dependency mapping; status normalization; exception routing.
REFERENCE_ONLYCMO-02
Persona Bible Curator
Control and Canon Agents
Canon comparison; example mining; contradiction detection; version control.
REFERENCE_ONLYCMO-03
Voice Governor
Control and Canon Agents
Audio embedding comparison; mode-map validation; artifact detection; pronunciation review.
REFERENCE_ONLYCMO-04
Creative Director Agent
Control and Canon Agents
Brief synthesis; creative trade-off analysis; narrative architecture; reference curation.
REFERENCE_ONLYCMO-05
Quality Gatekeeper
Control and Canon Agents
Requirements traceability; checklist orchestration; evidence review; risk classification.
REFERENCE_ONLYCMO-06
Collaboration Coordinator
Control and Canon Agents
Review-pack generation; decision logging; change-control; stakeholder routing.
REFERENCE_ONLYCMR-01
Release Calendar Manager
Release and Distribution Agents
Critical-path mapping; capacity planning; dependency alerts; scenario scheduling.
REFERENCE_ONLYCMR-02
Release Packager
Release and Distribution Agents
Package validation; file naming; checksum validation; completeness review.
REFERENCE_ONLYCMR-03
Metadata & Credits Steward
Release and Distribution Agents
Metadata validation; credit normalization; territory mapping; duplicate detection.
REFERENCE_ONLYCMR-04
Rights & Licensing Monitor
Release and Distribution Agents
Contract clause extraction; expiry alerts; restriction matching; evidence triage.
REFERENCE_ONLYCMR-05
Platform Optimization Agent
Release and Distribution Agents
Format-matrix generation; thumbnail scoring; copy adaptation; spec validation.
REFERENCE_ONLYCMR-06
Playlist & Editorial Pitching Agent
Release and Distribution Agents
Pitch writing; list research; fit scoring; submission calendar design.
REFERENCE_ONLYCMR-07
Global Distribution Coordinator
Release and Distribution Agents
Localization planning; territory matrix; delivery tracking; partner dependency mapping.
REFERENCE_ONLYCMR-08
Royalty & Revenue Tracker
Release and Distribution Agents
Statement parsing; reconciliation; variance analysis; scenario modeling.
REFERENCE_ONLYCMV-01
Visual Continuity Director
Visual, Video, and Storyworld Agents
Reference-pack maintenance; visual similarity review; wardrobe ledger; shot-continuity checking.
REFERENCE_ONLYCMV-02
Cover Art & Poster Designer
Visual, Video, and Storyworld Agents
Layout design; art direction; typography; accessibility-safe text treatment.
REFERENCE_ONLYCMV-03
Cinematic Storyboarding AI
Visual, Video, and Storyworld Agents
Story structure; shot-list authoring; production feasibility; visual beat mapping.
REFERENCE_ONLYCMV-04
Character & Environment Generator
Visual, Video, and Storyworld Agents
Image generation; prompt/version tracking; asset labeling; visual variation design.
REFERENCE_ONLYCMV-05
Motion & Lip-Sync Test Agent
Visual, Video, and Storyworld Agents
Motion test design; lip-sync inspection; frame artifact detection; pose-continuity review.
REFERENCE_ONLYCMV-06
Music Video Generator
Visual, Video, and Storyworld Agents
Video generation; scene continuity; prompt traceability; safe-editing constraints.
REFERENCE_ONLYCMV-07
Lyric Video & Visualizer Builder
Visual, Video, and Storyworld Agents
Timecode alignment; typography animation; captioning; readability checking.
REFERENCE_ONLYCMV-08
STATIC Lore Agent
Visual, Video, and Storyworld Agents
Transmedia writing; continuity mapping; easter-egg design; audience theory analysis.
REFERENCE_ONLYCMV-09
Video Editor & Format Optimizer
Visual, Video, and Storyworld Agents
Nonlinear editing; aspect-ratio reframing; safe-title checks; encoding QC.
REFERENCE_ONLYCMV-10
Visual QA Agent
Visual, Video, and Storyworld Agents
Frame inspection; continuity comparison; artifact detection; accessibility QA.
REFERENCE_ONLYDAA-01
Data Steward Agent
Data, Analytics, AI, and Experimentation
Data cataloging; schema profiling; lineage mapping; classification.
REFERENCE_ONLYDAA-02
Data Quality Monitor
Data, Analytics, AI, and Experimentation
Data profiling; anomaly detection; rule execution; issue triage.
REFERENCE_ONLYDAA-03
Analytics Insight Agent
Data, Analytics, AI, and Experimentation
SQL analysis; visualization; segmentation; statistical caution.
REFERENCE_ONLYDAA-04
Forecast & Scenario Agent
Data, Analytics, AI, and Experimentation
Time-series modeling; scenario analysis; sensitivity testing; backtesting.
REFERENCE_ONLYDAA-05
Experiment Analyst
Data, Analytics, AI, and Experimentation
Experimental design; statistical analysis; power/caveat review; metric instrumentation.
REFERENCE_ONLYDAA-06
ML Model Operations Agent
Data, Analytics, AI, and Experimentation
Model evaluation; drift detection; feature lineage; model documentation.
REFERENCE_ONLYDAA-07
AI Output Evaluator
Data, Analytics, AI, and Experimentation
Rubric design; red-team testing; retrieval evaluation; error taxonomy.
REFERENCE_ONLYDAA-08
Decision Intelligence Agent
Data, Analytics, AI, and Experimentation
Option analysis; decision matrix; pre-mortem; evidence synthesis.
REFERENCE_ONLYESP-01
Solution Architecture Agent
Software Engineering, Security, and Platform Operations
Architecture diagramming; trade-off analysis; threat-aware design; ADR authoring.
REFERENCE_ONLYESP-02
Software Implementation Agent
Software Engineering, Security, and Platform Operations
Secure coding; test authoring; API implementation; documentation.
REFERENCE_ONLYESP-03
Code Review & Quality Agent
Software Engineering, Security, and Platform Operations
Static analysis; diff comprehension; test-gap analysis; secure-code patterns.
REFERENCE_ONLYESP-04
Test Engineering Agent
Software Engineering, Security, and Platform Operations
Test design; test automation; fixture management; defect reproduction.
REFERENCE_ONLYESP-05
DevOps & Release Readiness Agent
Software Engineering, Security, and Platform Operations
CI/CD analysis; config comparison; rollback design; release-note generation.
REFERENCE_ONLYESP-06
Reliability Monitor & Incident Triage Agent
Software Engineering, Security, and Platform Operations
Log analysis; alert deduplication; incident classification; runbook retrieval.
REFERENCE_ONLYESP-07
Security Posture Analyst
Software Engineering, Security, and Platform Operations
Threat modeling; finding correlation; CVE enrichment; risk scoring.
REFERENCE_ONLYESP-08
Identity & Access Review Agent
Software Engineering, Security, and Platform Operations
Entitlement analysis; segregation-of-duties check; identity correlation; evidence packaging.
REFERENCE_ONLYESP-09
Technical Documentation Agent
Software Engineering, Security, and Platform Operations
Documentation synthesis; code-to-doc extraction; diagramming; version comparison.
REFERENCE_ONLYFRC-01
Financial Close Support Agent
Finance, Risk, Legal, and Compliance Support
Reconciliation; variance analysis; checklist management; evidence packaging.
REFERENCE_ONLYFRC-02
Spend & Budget Insight Agent
Finance, Risk, Legal, and Compliance Support
Budget variance; scenario analysis; dashboarding; trend explanation.
REFERENCE_ONLYFRC-03
Revenue Assurance Analyst
Finance, Risk, Legal, and Compliance Support
Reconciliation; contract-to-bill matching; anomaly detection; case documentation.
REFERENCE_ONLYFRC-04
Contract Intelligence Agent
Finance, Risk, Legal, and Compliance Support
Clause extraction; document comparison; obligation tracking; redaction.
REFERENCE_ONLYFRC-05
Compliance Monitoring Agent
Finance, Risk, Legal, and Compliance Support
Control mapping; evidence review; exception classification; remediation tracking.
REFERENCE_ONLYFRC-06
Enterprise Risk Analyst
Finance, Risk, Legal, and Compliance Support
Risk scoring; scenario analysis; KRIs; mitigation tracking.
REFERENCE_ONLYFRC-07
Privacy & Data-Use Triage Agent
Finance, Risk, Legal, and Compliance Support
Data classification; PII detection; purpose limitation mapping; redaction.
REFERENCE_ONLYFRC-08
Fraud & Anomaly Triage Agent
Finance, Risk, Legal, and Compliance Support
Anomaly detection; case prioritization; evidence preservation; bias-aware review.
REFERENCE_ONLYGKE-01
Enterprise Workflow Orchestrator
Governance, Knowledge, and Enterprise Control
Work decomposition; dependency mapping; SLA monitoring; escalation routing.
REFERENCE_ONLYGKE-02
Policy & Control Interpreter
Governance, Knowledge, and Enterprise Control
Policy extraction; rule mapping; ambiguity detection; control testing.
REFERENCE_ONLYGKE-03
Approval & Delegation Steward
Governance, Knowledge, and Enterprise Control
Authority validation; RACI mapping; workflow routing; audit evidence packaging.
REFERENCE_ONLYGKE-04
Audit Evidence Curator
Governance, Knowledge, and Enterprise Control
Evidence collection; traceability mapping; redaction; retention labeling.
REFERENCE_ONLYGKE-05
Knowledge Base Curator
Governance, Knowledge, and Enterprise Control
Taxonomy design; duplicate detection; freshness scoring; semantic retrieval tuning.
REFERENCE_ONLYGKE-06
Research & Source Verification Agent
Governance, Knowledge, and Enterprise Control
Search planning; source evaluation; claim extraction; citation packaging.
REFERENCE_ONLYGKE-07
Records & Retention Coordinator
Governance, Knowledge, and Enterprise Control
Record classification; retention mapping; hold detection; deletion-review preparation.
REFERENCE_ONLYHPE-01
Care Coordination Support Agent
Healthcare, Public Service, Education, and Casework Support
Schedule coordination; plain-language rewriting; task tracking; privacy-aware summaries.
REFERENCE_ONLYHPE-02
Clinical Documentation Assistant
Healthcare, Public Service, Education, and Casework Support
Note structuring; terminology normalization; source attribution; privacy checks.
REFERENCE_ONLYHPE-03
Patient/Member Education Writer
Healthcare, Public Service, Education, and Casework Support
Plain-language writing; health-literacy adaptation; accessibility; multilingual adaptation.
REFERENCE_ONLYHPE-04
Public Program Research Agent
Healthcare, Public Service, Education, and Casework Support
Source verification; policy synthesis; service mapping; neutral writing.
REFERENCE_ONLYHPE-05
Casework Intake & Routing Agent
Healthcare, Public Service, Education, and Casework Support
Form extraction; case classification; urgency detection; privacy redaction.
REFERENCE_ONLYHPE-06
Education Content & Assessment Agent
Healthcare, Public Service, Education, and Casework Support
Instructional design; assessment design; rubric creation; accessibility.
REFERENCE_ONLYOSP-01
Operations Planning Agent
Operations, Supply Chain, and Procurement Support
Capacity modeling; process mapping; constraint analysis; scenario planning.
REFERENCE_ONLYOSP-02
Supply & Demand Signal Analyst
Operations, Supply Chain, and Procurement Support
Demand analysis; inventory modeling; exception detection; supplier risk tracking.
REFERENCE_ONLYOSP-03
Procurement Research & Intake Agent
Operations, Supply Chain, and Procurement Support
Intake normalization; supplier research; requirement comparison; policy checklist.
REFERENCE_ONLYOSP-04
Vendor Performance Monitor
Operations, Supply Chain, and Procurement Support
Scorecard analysis; SLA tracking; variance detection; evidence curation.
REFERENCE_ONLYOSP-05
Process Excellence Agent
Operations, Supply Chain, and Procurement Support
Process mining; value-stream mapping; root-cause analysis; SOP drafting.
REFERENCE_ONLYOSP-06
Quality Management Agent
Operations, Supply Chain, and Procurement Support
Inspection analysis; CAPA drafting; root-cause facilitation; traceability mapping.
REFERENCE_ONLYOSP-07
Field Service Coordinator
Operations, Supply Chain, and Procurement Support
Work-order planning; route optimization; checklist assembly; exception triage.
REFERENCE_ONLYOSP-08
Asset & Maintenance Intelligence Agent
Operations, Supply Chain, and Procurement Support
Maintenance-data analysis; failure-mode mapping; anomaly detection; work-order drafting.
REFERENCE_ONLYOVL-01
Insurance Claims Support Agent
Sector Overlay Roles
Structures claims records, missing documents, and service/status communications.
REFERENCE_ONLYOVL-02
Real Estate Transaction Coordinator
Sector Overlay Roles
Organizes listing/transaction records, milestones, and communication drafts.
REFERENCE_ONLYOVL-03
Legal Matter Operations Agent
Sector Overlay Roles
Tracks matters, documents, deadlines, authorities, and discovery organization.
REFERENCE_ONLYOVL-04
Insurance/Banking Compliance Evidence Agent
Sector Overlay Roles
Maintains model/control evidence and examination packets.
REFERENCE_ONLYOVL-05
Hospitality Guest Experience Agent
Sector Overlay Roles
Drafts concierge/support responses, amenity plans, and issue-routing summaries.
REFERENCE_ONLYOVL-06
Retail Merchandising Insight Agent
Sector Overlay Roles
Analyzes assortment, sell-through, promotion, and inventory signals.
REFERENCE_ONLYOVL-07
Media Rights Operations Agent
Sector Overlay Roles
Tracks rights, restrictions, assets, registrations, and delivery evidence.
REFERENCE_ONLYOVL-08
Nonprofit Grant Operations Agent
Sector Overlay Roles
Drafts funding narratives, reporting matrices, and evidence packets.
REFERENCE_ONLYPLE-01
Workforce Planning Agent
People, Learning, and Organizational Enablement
Workforce modeling; scenario analysis; skills taxonomy; demand forecasting.
REFERENCE_ONLYPLE-02
Talent Sourcing Research Agent
People, Learning, and Organizational Enablement
Boolean research; skills matching; bias-aware screening support; outreach drafting.
REFERENCE_ONLYPLE-03
Learning Experience Designer
People, Learning, and Organizational Enablement
Curriculum design; assessment authoring; instructional design; accessibility.
REFERENCE_ONLYPLE-04
Performance Enablement Coach
People, Learning, and Organizational Enablement
Coaching design; scenario simulation; rubric generation; feedback synthesis.
REFERENCE_ONLYPLE-05
Employee Service Triage Agent
People, Learning, and Organizational Enablement
Intent classification; retrieval; empathy-safe drafting; privacy handling.
REFERENCE_ONLYPLE-06
Organizational Knowledge Facilitator
People, Learning, and Organizational Enablement
Retrospective facilitation; knowledge capture; anonymization; taxonomy tagging.
REFERENCE_ONLYPXD-01
Product Discovery Agent
Product, Experience, and Design
Problem framing; interview synthesis; opportunity scoring; assumption mapping.
REFERENCE_ONLYPXD-02
Product Requirements Agent
Product, Experience, and Design
Requirement extraction; acceptance-criteria authoring; ambiguity detection; traceability.
REFERENCE_ONLYPXD-03
User Research Synthesizer
Product, Experience, and Design
Qualitative coding; journey mapping; consent-aware redaction; quote verification.
REFERENCE_ONLYPXD-04
UX Flow Architect
Product, Experience, and Design
Journey design; state modeling; accessibility-first flow design; edge-case analysis.
REFERENCE_ONLYPXD-05
UI System Designer
Product, Experience, and Design
Component design; tokenization; responsive layout; accessibility annotation.
REFERENCE_ONLYPXD-06
Prototype & Experiment Agent
Product, Experience, and Design
Prototyping; experiment design; event schema planning; mock-data handling.
REFERENCE_ONLYPXD-07
Experience QA Agent
Product, Experience, and Design
Usability inspection; WCAG-oriented checks; visual regression; issue reporting.
REFERENCE_ONLYRCP-01
Market & Segment Intelligence Agent
Revenue, Customer, and Partnership Operations
Market research; segmentation; competitor analysis; source verification.
REFERENCE_ONLYRCP-02
Campaign Planner Agent
Revenue, Customer, and Partnership Operations
Campaign architecture; message hierarchy; KPI planning; experiment design.
REFERENCE_ONLYRCP-03
Sales Research & Account Briefing Agent
Revenue, Customer, and Partnership Operations
Account research; stakeholder mapping; CRM synthesis; personalization drafting.
REFERENCE_ONLYRCP-04
Proposal & RFP Response Agent
Revenue, Customer, and Partnership Operations
Requirement extraction; response drafting; evidence mapping; redaction.
REFERENCE_ONLYRCP-05
Customer Success Insight Agent
Revenue, Customer, and Partnership Operations
Health scoring; usage analysis; meeting-summary synthesis; action planning.
REFERENCE_ONLYRCP-06
Support Triage & Knowledge Agent
Revenue, Customer, and Partnership Operations
Issue classification; retrieval; response drafting; PII redaction; escalation detection.
REFERENCE_ONLYRCP-07
Voice of Customer Analyst
Revenue, Customer, and Partnership Operations
Theme extraction; sentiment analysis; quote validation; privacy-aware summarization.
REFERENCE_ONLYRCP-08
Partner Ecosystem Research Agent
Revenue, Customer, and Partnership Operations
Partner research; fit scoring; overlap analysis; risk screening.
REFERENCE_ONLYSKL-001
Structured Intake Normalization
Reusable Skills
Converts forms, briefs, tickets, and unstructured requests into a validated schema; flags missing mandatory data.
REFERENCE_ONLYSKL-002
Task Decomposition & Dependency Mapping
Reusable Skills
Breaks approved work into bounded tasks, dependencies, owners, gates, and deadlines.
REFERENCE_ONLYSKL-003
Status & Handoff Validation
Reusable Skills
Validates lifecycle state, output completeness, provenance, next owner, and blockers before handoff.
REFERENCE_ONLYSKL-004
Approval Routing
Reusable Skills
Selects the correct named approver from an approved authority matrix; never fabricates authority.
REFERENCE_ONLYSKL-005
Policy-to-Control Mapping
Reusable Skills
Extracts operational controls, prohibitions, exceptions, and review triggers from approved policy texts.
REFERENCE_ONLYSKL-006
Claim Extraction & Source Citation
Reusable Skills
Extracts material factual claims and attaches traceable sources, dates, context, and uncertainty.
REFERENCE_ONLYSKL-007
Source Quality Assessment
Reusable Skills
Assesses authority, primary/secondary status, recency, relevance, conflict, and provenance of evidence.
REFERENCE_ONLYSKL-008
Knowledge Retrieval & Grounded Synthesis
Reusable Skills
Retrieves approved information and synthesizes it without inventing unsupported facts; exposes source gaps.
REFERENCE_ONLYSKL-009
Taxonomy & Metadata Tagging
Reusable Skills
Applies controlled vocabularies, entity IDs, relationships, classification labels, and data-quality flags.
REFERENCE_ONLYSKL-010
Version, Lineage & Provenance Tracking
Reusable Skills
Records source assets, transformations, prompts/workflows, contributors, tools, rights, and derivatives.
REFERENCE_ONLYSKL-011
Sensitive Data Detection & Redaction
Reusable Skills
Identifies probable personal, confidential, or restricted data and produces minimized/redacted derivative views.
REFERENCE_ONLYSKL-012
Risk Classification & Escalation
Reusable Skills
Assigns risk tier based on defined policy signals and routes high/restricted situations to accountable humans.
REFERENCE_ONLYSKL-013
Requirements & Acceptance-Criteria Authoring
Reusable Skills
Converts approved outcomes into testable, observable requirements, constraints, and acceptance conditions.
REFERENCE_ONLYSKL-014
Process Mapping & SOP Authoring
Reusable Skills
Maps inputs, decisions, controls, roles, steps, exceptions, and measurable outcomes.
REFERENCE_ONLYSKL-015
Option & Trade-off Analysis
Reusable Skills
Compares alternatives against explicit criteria, uncertainty, cost, risk, reversibility, and constraints.
REFERENCE_ONLYSKL-016
Qualitative Research Coding
Reusable Skills
Organizes interviews, open-text feedback, and observation notes into auditable themes, quotes, contradictions, and evidence strength.
REFERENCE_ONLYSKL-017
Quantitative Analysis & Visualization
Reusable Skills
Produces reproducible summaries, visualizations, segmentation, anomalies, and interpretation with stated limits.
REFERENCE_ONLYSKL-018
Forecasting & Scenario Modeling
Reusable Skills
Creates transparent base/upside/downside forecasts with explicit assumptions, sensitivity, and backtesting where applicable.
REFERENCE_ONLYSKL-019
Experiment Design & Interpretation
Reusable Skills
Defines hypothesis, sample, assignments, metrics, guardrails, stopping rules, and cautious readouts.
REFERENCE_ONLYSKL-020
Natural-Language Drafting & Adaptation
Reusable Skills
Drafts audience-appropriate content, documents, messages, and summaries from approved sources and tone constraints.
REFERENCE_ONLYSKL-021
Tone, Brand & Canon Conformance
Reusable Skills
Compares a draft to approved voice, personality, visual/sonic standards, and anti-examples; identifies drift.
REFERENCE_ONLYSKL-022
Originality & Similarity Risk Review
Reusable Skills
Finds suspicious semantic, phrasing, visual, or sonic similarity and imitation cues; provides evidence, not legal conclusions.
REFERENCE_ONLYSKL-023
Accessibility & Plain-Language Review
Reusable Skills
Checks readability, captions, contrast/design guidance, keyboard/flow considerations, alt-text, and inclusive language.
REFERENCE_ONLYSKL-024
Design & Visual Continuity Review
Reusable Skills
Evaluates visual assets against approved references, layout systems, character rules, artifacts, safe areas, and format requirements.
REFERENCE_ONLYSKL-025
Audio Continuity & Technical QA
Reusable Skills
Tests speech/music continuity, pronunciation, artifacts, loudness, metadata, and technical readiness.
REFERENCE_ONLYSKL-026
Code Generation & Secure Implementation
Reusable Skills
Creates maintainable code and tests within a bounded approved specification, including safe dependency and secret handling.
REFERENCE_ONLYSKL-027
Code Review & Static-Analysis Interpretation
Reusable Skills
Identifies correctness, maintainability, test, security, dependency, and policy risks in change sets.
REFERENCE_ONLYSKL-028
Test Design & Defect Reproduction
Reusable Skills
Creates positive, negative, boundary, regression, integration, and recovery tests; records reproducible evidence.
REFERENCE_ONLYSKL-029
Incident Triage & Runbook Retrieval
Reusable Skills
Correlates approved telemetry, assesses scope/severity by policy, retrieves runbooks, and routes escalation.
REFERENCE_ONLYSKL-030
Threat Modeling & Security Finding Triage
Reusable Skills
Identifies attack surfaces, threat scenarios, compensating controls, evidence, and remediation priority.
REFERENCE_ONLYSKL-031
Data Quality Profiling & Drift Detection
Reusable Skills
Measures completeness, validity, freshness, duplicate rates, distributions, and schema drift without silently editing data.
REFERENCE_ONLYSKL-032
Model Evaluation & Red-Teaming
Reusable Skills
Tests AI systems for task quality, grounding, leakage, unsafe behavior, bias risk, regressions, and refusal behavior.
REFERENCE_ONLYSKL-033
Contract & Obligation Extraction
Reusable Skills
Structures clauses, dates, parties, obligations, limitations, and comparison flags without interpreting law.
REFERENCE_ONLYSKL-034
Reconciliation & Variance Analysis
Reusable Skills
Matches approved records, detects discrepancies, prioritizes exceptions, and prepares support evidence.
REFERENCE_ONLYSKL-035
Risk Register & Control Monitoring
Reusable Skills
Maintains risk statements, owners, indicators, mitigations, evidence, and due dates; flags overdue/residual risk.
REFERENCE_ONLYSKL-036
Customer/Case Triage & Response Drafting
Reusable Skills
Classifies requests, retrieves approved guidance, drafts noncommittal responses, and detects urgent/sensitive escalation.
REFERENCE_ONLYSKL-037
Campaign & Content Planning
Reusable Skills
Maps approved campaign objectives to audiences, content pillars, assets, sequencing, test hypotheses, and measurement.
REFERENCE_ONLYSKL-038
Community Safety & Reputation Escalation
Reusable Skills
Detects abuse, threats, self-harm indicators, harassment, vulnerable audiences, and reputation-sensitive conversations.
REFERENCE_ONLYSKL-039
Rights, License & Usage-Restriction Mapping
Reusable Skills
Maps source/provider terms, permissions, expiry, territories, restrictions, and derivative eligibility.
REFERENCE_ONLYSKL-040
Release/Delivery Package Validation
Reusable Skills
Verifies final assets, metadata, format, checksums, approvals, evidence, and delivery status against a declared checklist.
REFERENCE_ONLYSKL-041
Scheduling, Capacity & Route Optimization
Reusable Skills
Produces capacity-aware schedule options and collision/constraint warnings from authorized data.
REFERENCE_ONLYSKL-042
Quality Incident & CAPA Support
Reusable Skills
Organizes nonconformance evidence, root-cause hypotheses, containment drafts, corrective actions, and verification criteria.
REFERENCE_ONLYSKL-043
Localization & Cultural Adaptation
Reusable Skills
Adapts content for language/region while preserving meaning, voice, rights, and local requirements; flags unverifiable claims.
REFERENCE_ONLYSKL-044
Meeting, Decision & Action Capture
Reusable Skills
Converts conversations into clearly attributed decisions, action items, owners, deadlines, open questions, and risks.
REFERENCE_ONLYSKL-045
Evaluation Scorecard & Gate Execution
Reusable Skills
Applies rubric-based quality, policy, technical, and completeness checks to produce reproducible pass/fail evidence.
REFERENCE_ONLY