# AgentsKit Registry

> Ready-to-use, provider-agnostic AI agents. Copy the source into your project and own the code.

## Documentation

- [Create your own agent](https://registry.agentskit.io/docs/authoring): The agent contract — a factory, a meta, a README, a test. Follow the AgentsKit standard.
- [Contributing](https://registry.agentskit.io/docs/contributing): Submit an agent to the registry.
- [Customizing an agent](https://registry.agentskit.io/docs/customizing): Add tools, retrieval, memory, permissions, observability, and delegation.
- [Deterministic discovery and Ask Registry](https://registry.agentskit.io/docs/discovery): Understand which Registry questions stay local and when cited semantic recommendations use the backend.
- [For agents](https://registry.agentskit.io/docs/for-agents): Deterministic entry points and routing guidance for coding agents using the Registry.
- [AgentsKit Registry](https://registry.agentskit.io/docs): Ready-to-use AI agents you copy into your project — you own the code.
- [Providers and models](https://registry.agentskit.io/docs/providers): Use Registry agents with OpenAI, Anthropic, Gemini, Ollama, or another AgentsKit adapter.
- [Quick start](https://registry.agentskit.io/docs/quick-start): Install and run your first Registry agent in a TypeScript project.
- [Troubleshooting](https://registry.agentskit.io/docs/troubleshooting): Fix common installation, provider, structured output, and update problems.
- [Using an agent](https://registry.agentskit.io/docs/using): Add a registry agent to your project, run it, and keep it in sync.
- [Validation and safety](https://registry.agentskit.io/docs/validation): Understand Registry checks, independent review, and what to verify in your environment.

## Agents

- [Brief Generator](https://registry.agentskit.io/agents/agency-brief-generator): Drafts a TYPED creative brief from client kickoff notes (client/product, audience, insight, proposition, mandatories, tone, deliverables, timeline). Pulls facts only from the notes — never invents; gaps become 'to be confirmed' and are listed in toBeConfirmed. Always a draft. Install: `npx agentskit add agency-brief-generator`.
- [Client Status Report](https://registry.agentskit.io/agents/agency-client-status-report): Report typed. Weekly status manual. Typed v1 agent with eval coverage. Install: `npx agentskit add agency-client-status-report`.
- [Copy Reviewer](https://registry.agentskit.io/agents/agency-copy-reviewer): Reads draft creative against a brand-voice guide and returns TYPED misalignments (line, current text, suggested rewrite, rationale) + an overall assessment. Suggests, never imposes (never rewrites the whole piece); contentious brand-intent calls set routeToHuman for the account lead. Install: `npx agentskit add agency-copy-reviewer`.
- [Creative QA Checklist](https://registry.agentskit.io/agents/agency-creative-qa-checklist): Checklist pass/fail typed. Creative QA inconsistent. Typed v1 agent with eval coverage. Install: `npx agentskit add agency-creative-qa-checklist`.
- [Deck Builder](https://registry.agentskit.io/agents/agency-deck-builder): Drafts a TYPED pitch/status deck (typed slides with bullets + citations) from project artifacts. Every number must cite its source artifact — uncited metrics are flagged in uncitedMetrics, missing data becomes 'data to be confirmed'. Configurable sections; always a draft. Install: `npx agentskit add agency-deck-builder`.
- [Media Plan Builder](https://registry.agentskit.io/agents/agency-media-plan-builder): Plan per channel typed. Media plans ad-hoc. Typed v1 agent with eval coverage. Install: `npx agentskit add agency-media-plan-builder`.
- [Production Timeline](https://registry.agentskit.io/agents/agency-production-timeline): Timeline typed. Timelines chaotic. Typed v1 agent with eval coverage. Install: `npx agentskit add agency-production-timeline`.
- [Revision Tracker](https://registry.agentskit.io/agents/agency-revision-tracker): Revision log typed. Revisions lost. Typed v1 agent with eval coverage. Install: `npx agentskit add agency-revision-tracker`.
- [Schedule Planner](https://registry.agentskit.io/agents/agency-schedule-planner): Drafts a TYPED multi-channel publish schedule (date/channel/asset/rationale) from approved drafts + channel constraints. Flags conflicts (window collisions, embargoes, frequency-cap breaches) instead of silently dropping items; never schedules jobs itself — always requiresApproval by the account lead. Install: `npx agentskit add agency-schedule-planner`.
- [Scope Creep Detector](https://registry.agentskit.io/agents/agency-scope-creep-detector): Flags vs SOW typed. Scope creep unnoticed. Typed v1 agent with eval coverage. Install: `npx agentskit add agency-scope-creep-detector`.
- [SOW Drafter](https://registry.agentskit.io/agents/agency-sow-drafter): SOW draft typed. SOW writing slow. Typed v1 agent with eval coverage. Install: `npx agentskit add agency-sow-drafter`.
- [Vendor RFP Scorer](https://registry.agentskit.io/agents/agency-vendor-rfp-scorer): Scorecard typed. RFP scoring subjective. Typed v1 agent with eval coverage. Install: `npx agentskit add agency-vendor-rfp-scorer`.
- [Adverse Event Reporter](https://registry.agentskit.io/agents/clinical-adverse-event-reporter): Report draft typed. AE reporting slow. Typed v1 agent with eval coverage. Install: `npx agentskit add clinical-adverse-event-reporter`.
- [Billing Code Suggester](https://registry.agentskit.io/agents/clinical-billing-code-suggester): ICD/CPT suggestions typed. Coding errors. Typed v1 agent with eval coverage. Install: `npx agentskit add clinical-billing-code-suggester`.
- [Care Plan Author](https://registry.agentskit.io/agents/clinical-care-plan-author): Plan typed. Care plans manual. Typed v1 agent with eval coverage. Install: `npx agentskit add clinical-care-plan-author`.
- [Chart Redactor](https://registry.agentskit.io/agents/clinical-chart-redactor): Redacts HIPAA identifiers from a clinical chart with a DETERMINISTIC backstop: the model does the bulk redaction, then createPIIRedactor re-scans and strips any structured identifier it missed (email/phone/SSN + your MRN/DOB rules) — the emitted chart is always clean of those patterns regardless of the model. Clinical findings preserved. Install: `npx agentskit add clinical-chart-redactor`.
- [Discharge Summary](https://registry.agentskit.io/agents/clinical-discharge-summary): Summary typed. Discharge docs slow. Typed v1 agent with eval coverage. Install: `npx agentskit add clinical-discharge-summary`.
- [Formulary Checker](https://registry.agentskit.io/agents/clinical-formulary-checker): Coverage typed. Coverage unknown. Typed v1 agent with eval coverage. Install: `npx agentskit add clinical-formulary-checker`.
- [Intake Triage](https://registry.agentskit.io/agents/clinical-intake-triage): Classifies an inbound patient message by urgency (emergency/urgent/routine/administrative/unclear) and routes it — typed output with a DETERMINISTIC red-flag safety net: chest pain / stroke / suicidal ideation / severe bleeding force 'emergency' regardless of the model (the model can only escalate, never downgrade). Unclear/emergency → human triage. Install: `npx agentskit add clinical-intake-triage`.
- [Lab Interpreter](https://registry.agentskit.io/agents/clinical-lab-interpreter): Interpretation typed. Lab results hard to scan. Typed v1 agent with eval coverage. Install: `npx agentskit add clinical-lab-interpreter`.
- [Medication Reconciliation](https://registry.agentskit.io/agents/clinical-medication-reconciliation): Reconciliation typed. Med rec errors. Typed v1 agent with eval coverage. Install: `npx agentskit add clinical-medication-reconciliation`.
- [SOAP Generator](https://registry.agentskit.io/agents/clinical-note-summariser): Converts clinician dictation into a TYPED SOAP note (Subjective/Objective/Assessment/Plan) via structured output; preserves facts verbatim, surfaces missing sections instead of inventing them, always a draft for clinician sign-off. Install: `npx agentskit add clinical-note-summariser`.
- [Patient Summary](https://registry.agentskit.io/agents/clinical-patient-summary): Drafts a TYPED one-page pre-visit summary from chart excerpts (reason, active problems, meds, allergies, vitals trend, follow-ups, open questions); never invents values, always a draft for clinician confirmation. Install: `npx agentskit add clinical-patient-summary`.
- [Prior Auth Pack](https://registry.agentskit.io/agents/clinical-prior-auth-pack): Pack draft typed. Prior auth paperwork. Typed v1 agent with eval coverage. Install: `npx agentskit add clinical-prior-auth-pack`.
- [Referral Router](https://registry.agentskit.io/agents/clinical-referral-router): Routes a referral packet to the receiving specialty + urgency with typed output. Incomplete packets are NOT assigned — missing critical fields (reason/meds/prior workup) are surfaced and the case escalates to a human coordinator. Fail-safe on error. Install: `npx agentskit add clinical-referral-router`.
- [Telehealth Intake](https://registry.agentskit.io/agents/clinical-telehealth-intake): Intake typed. Telehealth intake unstructured. Typed v1 agent with eval coverage. Install: `npx agentskit add clinical-telehealth-intake`.
- [Trial Eligibility](https://registry.agentskit.io/agents/clinical-trial-eligibility): Eligibility typed. Trial matching manual. Typed v1 agent with eval coverage. Install: `npx agentskit add clinical-trial-eligibility`.
- [Code Review](https://registry.agentskit.io/agents/code-review): Deep, low-noise code review: 7 focused lenses (correctness, security, performance, maintainability, design, tests, conventions) fan out per file, then every finding is adversarially verified before thresholds apply. Typed findings with applicable patches. Inputs: local git diff, GitHub PR, files, or a snippet. Outputs: Markdown, SARIF, or PR comments. Blocking CI gate. Install: `npx agentskit add code-review`.
- [Accessibility Auditor](https://registry.agentskit.io/agents/coding-accessibility-auditor): WCAG findings typed. a11y regressions in PRs. Typed v1 agent with eval coverage. Install: `npx agentskit add coding-accessibility-auditor`.
- [API Contract Reviewer](https://registry.agentskit.io/agents/coding-api-contract-reviewer): Breaking/non-breaking diff typed. Breaking API changes. Typed v1 agent with eval coverage. Install: `npx agentskit add coding-api-contract-reviewer`.
- [Changelog from Commits](https://registry.agentskit.io/agents/coding-changelog-from-commits): Grouped changelog citing SHAs. Manual changelogs. Typed v1 agent with eval coverage. Install: `npx agentskit add coding-changelog-from-commits`.
- [Code QA](https://registry.agentskit.io/agents/coding-code-qa): Runs the project's test/lint/type-check commands through a caller-injected runner, then turns the REAL captured output into a TYPED failure report (shortest reproducer, message, root cause), grouped by cause. Execution stays in YOUR sandbox (no shell spawned by the agent); reports, never fixes. Install: `npx agentskit add coding-code-qa`.
- [Database Query Reviewer](https://registry.agentskit.io/agents/coding-database-query-reviewer): SQL findings typed. N+1 and missing indexes. Typed v1 agent with eval coverage. Install: `npx agentskit add coding-database-query-reviewer`.
- [Dependency Auditor](https://registry.agentskit.io/agents/coding-dependency-auditor): Findings per package typed. CVEs and stale deps. Typed v1 agent with eval coverage. Install: `npx agentskit add coding-dependency-auditor`.
- [Dev Implementer](https://registry.agentskit.io/agents/coding-dev-implementer): Proposes a TYPED minimal patch plan (file changes with full new contents + PR title + notes) that makes the QA specs pass. Proposes, never writes (the plan is data you apply); optional openPr transport turns the approved plan into a real PR, fail-closed HITL. House rules: named exports, Zod at boundaries, no any. Install: `npx agentskit add coding-dev-implementer`.
- [Feature Flag Reviewer](https://registry.agentskit.io/agents/coding-feature-flag-reviewer): Risk findings typed. Risky flags in PRs. Typed v1 agent with eval coverage. Install: `npx agentskit add coding-feature-flag-reviewer`.
- [i18n Reviewer](https://registry.agentskit.io/agents/coding-i18n-reviewer): i18n findings typed. Hardcoded/missing strings. Typed v1 agent with eval coverage. Install: `npx agentskit add coding-i18n-reviewer`.
- [Incident Postmortem](https://registry.agentskit.io/agents/coding-incident-postmortem): Timeline + RCA + actions typed. Post-incident chaos. Typed v1 agent with eval coverage. Install: `npx agentskit add coding-incident-postmortem`.
- [Issue Creator](https://registry.agentskit.io/agents/coding-issue-creator): Drafts one TYPED GitHub issue per PRD acceptance criterion, then creates them through a caller-injected createIssue transport. Real creation or honest draft (no transport => drafts + created:[], never a faked number); fail-closed HITL (no approve + autoApprove off => nothing created); reports the real issue number/url. Install: `npx agentskit add coding-issue-creator`.
- [License Compliance](https://registry.agentskit.io/agents/coding-license-compliance): Conflicts typed. Incompatible OSS licenses. Typed v1 agent with eval coverage. Install: `npx agentskit add coding-license-compliance`.
- [Migration Planner](https://registry.agentskit.io/agents/coding-migration-planner): Steps + rollback + blast radius typed. Risky schema/API migrations. Typed v1 agent with eval coverage. Install: `npx agentskit add coding-migration-planner`.
- [Monorepo Impact Analyzer](https://registry.agentskit.io/agents/coding-monorepo-impact): Affected packages typed. Blast radius unknown. Typed v1 agent with eval coverage. Install: `npx agentskit add coding-monorepo-impact`.
- [Observability Gap Finder](https://registry.agentskit.io/agents/coding-observability-gap): Gaps per service typed. Missing metrics/logs. Typed v1 agent with eval coverage. Install: `npx agentskit add coding-observability-gap`.
- [On-call Handoff](https://registry.agentskit.io/agents/coding-oncall-handoff): Handoff typed: incidents, risks, next steps. Shift changes lose context. Typed v1 agent with eval coverage. Install: `npx agentskit add coding-oncall-handoff`.
- [Performance Interpreter](https://registry.agentskit.io/agents/coding-performance-interpreter): Bottlenecks typed. Lighthouse/bundle reports opaque. Typed v1 agent with eval coverage. Install: `npx agentskit add coding-performance-interpreter`.
- [PRD Author](https://registry.agentskit.io/agents/coding-prd-author): Transforms a free-form product description into a TYPED PRD (problem, users, 3-5 testable acceptance criteria, out-of-scope, open questions). Never invents business logic — anything absent from the input becomes an open question. Always a draft. Install: `npx agentskit add coding-prd-author`.
- [QA Author](https://registry.agentskit.io/agents/coding-qa-author): Turns a PRD's acceptance criteria into TYPED Vitest spec stubs (one+ describe/it block per criterion, each referencing its number). Returns { specs: [{ path, body, criteria }] } and flags uncovered criteria rather than silently dropping coverage. Install: `npx agentskit add coding-qa-author`.
- [Release Notes Drafter](https://registry.agentskit.io/agents/coding-release-notes-drafter): Turns the list of merged PRs since the last tag into TYPED, grouped release notes (Feature/Fix/Performance/Docs/Internal) + a ready-to-paste markdown block. Every entry cites its PR number; never invents a merge not in the input. Always a draft for the release manager. Install: `npx agentskit add coding-release-notes-drafter`.
- [Runbook from Incident](https://registry.agentskit.io/agents/coding-runbook-from-incident): Runbook draft typed. Incidents not captured as runbooks. Typed v1 agent with eval coverage. Install: `npx agentskit add coding-runbook-from-incident`.
- [SBOM Generator](https://registry.agentskit.io/agents/coding-sbom-generator): SBOM summary typed. Supply chain audits. Typed v1 agent with eval coverage. Install: `npx agentskit add coding-sbom-generator`.
- [Security Scanner Interpreter](https://registry.agentskit.io/agents/coding-security-scanner-interpreter): Grouped findings + FP flags typed. SARIF/semgrep noise. Typed v1 agent with eval coverage. Install: `npx agentskit add coding-security-scanner-interpreter`.
- [Tech Debt Scorer](https://registry.agentskit.io/agents/coding-tech-debt-scorer): Scored items: impact/effort/risk. Refactor prioritization. Typed v1 agent with eval coverage. Install: `npx agentskit add coding-tech-debt-scorer`.
- [Test Runner](https://registry.agentskit.io/agents/coding-test-runner): Parses raw Vitest stdout/stderr into a TYPED test report: totals + per-failure details (test, file, message, one-sentence root-cause hypothesis), grouped by suspected cause. Analyses captured output; does not execute anything itself. Reports only what the output shows, never invents. Install: `npx agentskit add coding-test-runner`.
- [Breach Notification BR](https://registry.agentskit.io/agents/compliance-breach-notification-br): Notice draft typed. LGPD 72h notice. Typed v1 agent with eval coverage. Install: `npx agentskit add compliance-breach-notification-br`.
- [Consent Record Auditor](https://registry.agentskit.io/agents/compliance-consent-record-auditor): Audit typed. Consent gaps. Typed v1 agent with eval coverage. Install: `npx agentskit add compliance-consent-record-auditor`.
- [Cookie Policy Auditor](https://registry.agentskit.io/agents/compliance-cookie-policy-auditor): Audit typed. Cookie compliance. Typed v1 agent with eval coverage. Install: `npx agentskit add compliance-cookie-policy-auditor`.
- [Cross-border Transfer Memo](https://registry.agentskit.io/agents/compliance-cross-border-transfer-memo): Memo typed. Transfer risk. Typed v1 agent with eval coverage. Install: `npx agentskit add compliance-cross-border-transfer-memo`.
- [Data Retention Planner](https://registry.agentskit.io/agents/compliance-data-retention-planner): Plan typed. Retention policies. Typed v1 agent with eval coverage. Install: `npx agentskit add compliance-data-retention-planner`.
- [GDPR DPIA Drafter](https://registry.agentskit.io/agents/compliance-gdpr-dpia-drafter): DPIA typed. DPIA manual. Typed v1 agent with eval coverage. Install: `npx agentskit add compliance-gdpr-dpia-drafter`.
- [LGPD Assessor](https://registry.agentskit.io/agents/compliance-lgpd-assessor): LGPD gap assessment with article-tagged findings (Art. 7/14/18/48) and deterministic safety net for breach and child-data signals. Install: `npx agentskit add compliance-lgpd-assessor`.
- [LGPD DPA Reviewer](https://registry.agentskit.io/agents/compliance-lgpd-dpa-reviewer): Findings typed. DPA review BR. Typed v1 agent with eval coverage. Install: `npx agentskit add compliance-lgpd-dpa-reviewer`.
- [Blog Outline](https://registry.agentskit.io/agents/content-blog-outline): Outline typed. Blog structure. Typed v1 agent with eval coverage. Install: `npx agentskit add content-blog-outline`.
- [Evergreen Refresher](https://registry.agentskit.io/agents/content-evergreen-refresher): Refresh plan typed. Stale content. Typed v1 agent with eval coverage. Install: `npx agentskit add content-evergreen-refresher`.
- [Fact Checker](https://registry.agentskit.io/agents/content-fact-checker): Claims typed. Facts unverified. Typed v1 agent with eval coverage. Install: `npx agentskit add content-fact-checker`.
- [Glossary Builder](https://registry.agentskit.io/agents/content-glossary-builder): Glossary typed. Terminology inconsistent. Typed v1 agent with eval coverage. Install: `npx agentskit add content-glossary-builder`.
- [Internal Link Planner](https://registry.agentskit.io/agents/content-internal-link-planner): Plan typed. Internal linking weak. Typed v1 agent with eval coverage. Install: `npx agentskit add content-internal-link-planner`.
- [Newsletter Author](https://registry.agentskit.io/agents/content-newsletter-author): Newsletter typed. Newsletters slow. Typed v1 agent with eval coverage. Install: `npx agentskit add content-newsletter-author`.
- [Podcast Show Notes](https://registry.agentskit.io/agents/content-podcast-show-notes): Notes typed. Show notes manual. Typed v1 agent with eval coverage. Install: `npx agentskit add content-podcast-show-notes`.
- [Repurpose Matrix](https://registry.agentskit.io/agents/content-repurpose-matrix): Matrix typed. Content repurposing. Typed v1 agent with eval coverage. Install: `npx agentskit add content-repurpose-matrix`.
- [Style Guide Enforcer](https://registry.agentskit.io/agents/content-style-guide-enforcer): Violations typed. Style drift. Typed v1 agent with eval coverage. Install: `npx agentskit add content-style-guide-enforcer`.
- [Transcript Cleaner](https://registry.agentskit.io/agents/content-transcript-cleaner): Clean transcript typed. Messy transcripts. Typed v1 agent with eval coverage. Install: `npx agentskit add content-transcript-cleaner`.
- [Translation Localizer](https://registry.agentskit.io/agents/content-translation-localizer): Localized copy typed. Localization quality. Typed v1 agent with eval coverage. Install: `npx agentskit add content-translation-localizer`.
- [YouTube Metadata](https://registry.agentskit.io/agents/content-youtube-metadata): Metadata typed. YT SEO weak. Typed v1 agent with eval coverage. Install: `npx agentskit add content-youtube-metadata`.
- [A/B Test Interpreter](https://registry.agentskit.io/agents/data-ab-test-interpreter): Interpretation typed. A/B results misread. Typed v1 agent with eval coverage. Install: `npx agentskit add data-ab-test-interpreter`.
- [Anomaly Explainer](https://registry.agentskit.io/agents/data-anomaly-explainer): Explanation typed. Anomalies unexplained. Typed v1 agent with eval coverage. Install: `npx agentskit add data-anomaly-explainer`.
- [Cohort Analyzer](https://registry.agentskit.io/agents/data-cohort-analyzer): Insights typed. Cohort analysis slow. Typed v1 agent with eval coverage. Install: `npx agentskit add data-cohort-analyzer`.
- [Data Contract Validator](https://registry.agentskit.io/agents/data-contract-validator): Violations typed. Contract violations. Typed v1 agent with eval coverage. Install: `npx agentskit add data-contract-validator`.
- [Dashboard Spec Author](https://registry.agentskit.io/agents/data-dashboard-spec-author): Spec typed. Dashboard specs ad-hoc. Typed v1 agent with eval coverage. Install: `npx agentskit add data-dashboard-spec-author`.
- [dbt Model Reviewer](https://registry.agentskit.io/agents/data-dbt-model-reviewer): Findings typed. dbt quality issues. Typed v1 agent with eval coverage. Install: `npx agentskit add data-dbt-model-reviewer`.
- [ETL Failure Diagnoser](https://registry.agentskit.io/agents/data-etl-failure-diagnoser): Diagnosis typed. ETL failures opaque. Typed v1 agent with eval coverage. Install: `npx agentskit add data-etl-failure-diagnoser`.
- [Feature Store Documenter](https://registry.agentskit.io/agents/data-feature-store-documenter): Docs typed. Features undocumented. Typed v1 agent with eval coverage. Install: `npx agentskit add data-feature-store-documenter`.
- [Data Governance Classifier](https://registry.agentskit.io/agents/data-governance-classifier): Classification typed. Classification missing. Typed v1 agent with eval coverage. Install: `npx agentskit add data-governance-classifier`.
- [Lineage Tracer](https://registry.agentskit.io/agents/data-lineage-tracer): Lineage typed. Lineage unknown. Typed v1 agent with eval coverage. Install: `npx agentskit add data-lineage-tracer`.
- [Metric Definer](https://registry.agentskit.io/agents/data-metric-definer): Definition typed. Metric definitions vague. Typed v1 agent with eval coverage. Install: `npx agentskit add data-metric-definer`.
- [PII Column Scanner](https://registry.agentskit.io/agents/data-pii-column-scanner): Columns typed. PII in tables. Typed v1 agent with eval coverage. Install: `npx agentskit add data-pii-column-scanner`.
- [Data Quality Rule Author](https://registry.agentskit.io/agents/data-quality-rule-author): Rules typed. DQ rules manual. Typed v1 agent with eval coverage. Install: `npx agentskit add data-quality-rule-author`.
- [Report Narrator](https://registry.agentskit.io/agents/data-report-narrator): Narrative typed. Reports need narrative. Typed v1 agent with eval coverage. Install: `npx agentskit add data-report-narrator`.
- [Schema Documenter](https://registry.agentskit.io/agents/data-schema-documenter): Docs typed. Undocumented schemas. Typed v1 agent with eval coverage. Install: `npx agentskit add data-schema-documenter`.
- [Semantic Layer Mapper](https://registry.agentskit.io/agents/data-semantic-layer-mapper): Map typed. Semantic layer drift. Typed v1 agent with eval coverage. Install: `npx agentskit add data-semantic-layer-mapper`.
- [Snowflake Cost Optimizer](https://registry.agentskit.io/agents/data-snowflake-cost-optimizer): Recommendations typed. Warehouse cost. Typed v1 agent with eval coverage. Install: `npx agentskit add data-snowflake-cost-optimizer`.
- [SQL Generator](https://registry.agentskit.io/agents/data-sql-generator): SQL typed. SQL from questions. Typed v1 agent with eval coverage. Install: `npx agentskit add data-sql-generator`.
- [SQL Reviewer](https://registry.agentskit.io/agents/data-sql-reviewer): Findings typed. Unsafe SQL. Typed v1 agent with eval coverage. Install: `npx agentskit add data-sql-reviewer`.
- [Warehouse Migration Planner](https://registry.agentskit.io/agents/data-warehouse-migration): Plan typed. DW migrations risky. Typed v1 agent with eval coverage. Install: `npx agentskit add data-warehouse-migration`.
- [Backup Restore Verifier](https://registry.agentskit.io/agents/devops-backup-restore-verifier): Verification typed. Backup untested. Typed v1 agent with eval coverage. Install: `npx agentskit add devops-backup-restore-verifier`.
- [Capacity Forecaster](https://registry.agentskit.io/agents/devops-capacity-forecaster): Forecast typed. Capacity surprises. Typed v1 agent with eval coverage. Install: `npx agentskit add devops-capacity-forecaster`.
- [Change Advisory](https://registry.agentskit.io/agents/devops-change-advisory): Advisory typed. CAB reviews slow. Typed v1 agent with eval coverage. Install: `npx agentskit add devops-change-advisory`.
- [CI Failure Grouper](https://registry.agentskit.io/agents/devops-ci-failure-grouper): Groups typed. CI noise. Typed v1 agent with eval coverage. Install: `npx agentskit add devops-ci-failure-grouper`.
- [Compliance Evidence](https://registry.agentskit.io/agents/devops-compliance-evidence): Evidence typed. SOC2 evidence. Typed v1 agent with eval coverage. Install: `npx agentskit add devops-compliance-evidence`.
- [Cost Anomaly](https://registry.agentskit.io/agents/devops-cost-anomaly): Anomaly typed. Cloud cost spikes. Typed v1 agent with eval coverage. Install: `npx agentskit add devops-cost-anomaly`.
- [Deploy Risk Reviewer](https://registry.agentskit.io/agents/devops-deploy-risk-reviewer): Risk typed. Risky deploys. Typed v1 agent with eval coverage. Install: `npx agentskit add devops-deploy-risk-reviewer`.
- [DNS Cutover Planner](https://registry.agentskit.io/agents/devops-dns-cutover-planner): Plan typed. DNS migrations risky. Typed v1 agent with eval coverage. Install: `npx agentskit add devops-dns-cutover-planner`.
- [Drift Detector](https://registry.agentskit.io/agents/devops-drift-detector): Drift typed. Infra drift. Typed v1 agent with eval coverage. Install: `npx agentskit add devops-drift-detector`.
- [IAM Policy Reviewer](https://registry.agentskit.io/agents/devops-iam-policy-reviewer): Findings typed. Over-permissive IAM. Typed v1 agent with eval coverage. Install: `npx agentskit add devops-iam-policy-reviewer`.
- [Incident Triage](https://registry.agentskit.io/agents/devops-incident-triage): Triage typed. Alert flood. Typed v1 agent with eval coverage. Install: `npx agentskit add devops-incident-triage`.
- [K8s Manifest Reviewer](https://registry.agentskit.io/agents/devops-k8s-manifest-reviewer): Findings typed. YAML risks. Typed v1 agent with eval coverage. Install: `npx agentskit add devops-k8s-manifest-reviewer`.
- [On-call Schedule Optimizer](https://registry.agentskit.io/agents/devops-oncall-schedule-optimizer): Schedule typed. Unfair on-call. Typed v1 agent with eval coverage. Install: `npx agentskit add devops-oncall-schedule-optimizer`.
- [Pager Storm Summarizer](https://registry.agentskit.io/agents/devops-pager-storm-summarizer): Summary typed. Alert storms. Typed v1 agent with eval coverage. Install: `npx agentskit add devops-pager-storm-summarizer`.
- [Postmortem Drafter](https://registry.agentskit.io/agents/devops-postmortem-drafter): Postmortem typed. Postmortems slow. Typed v1 agent with eval coverage. Install: `npx agentskit add devops-postmortem-drafter`.
- [Rollback Advisor](https://registry.agentskit.io/agents/devops-rollback-advisor): Recommendation typed. Rollback decisions. Typed v1 agent with eval coverage. Install: `npx agentskit add devops-rollback-advisor`.
- [Runbook Matcher](https://registry.agentskit.io/agents/devops-runbook-matcher): Match typed. Alert→runbook gap. Typed v1 agent with eval coverage. Install: `npx agentskit add devops-runbook-matcher`.
- [Secrets Leak Scanner](https://registry.agentskit.io/agents/devops-secrets-leak-scanner): Findings typed. Secrets in repos. Typed v1 agent with eval coverage. Install: `npx agentskit add devops-secrets-leak-scanner`.
- [SLO Breach Analyzer](https://registry.agentskit.io/agents/devops-slo-breach-analyzer): Analysis typed. SLO misses unexplained. Typed v1 agent with eval coverage. Install: `npx agentskit add devops-slo-breach-analyzer`.
- [Terraform Plan Interpreter](https://registry.agentskit.io/agents/devops-terraform-plan-interpreter): Summary typed. TF plans opaque. Typed v1 agent with eval coverage. Install: `npx agentskit add devops-terraform-plan-interpreter`.
- [Docs Chat](https://registry.agentskit.io/agents/docs-chat): Provider-agnostic chat over your own docs — grounded RAG answers from retrieved pages, never invented. Retrieved text + user input are treated as untrusted data (prompt-injection defense), never as instructions. Install: `npx agentskit add docs-chat`.
- [Abandoned Cart Copy](https://registry.agentskit.io/agents/ecommerce-abandoned-cart-copy): Copy typed. Cart recovery weak. Typed v1 agent with eval coverage. Install: `npx agentskit add ecommerce-abandoned-cart-copy`.
- [Bundle Suggester](https://registry.agentskit.io/agents/ecommerce-bundle-suggester): Bundles typed. Bundles manual. Typed v1 agent with eval coverage. Install: `npx agentskit add ecommerce-bundle-suggester`.
- [Catalog Enricher](https://registry.agentskit.io/agents/ecommerce-catalog-enricher): Enrichment typed. Thin catalog data. Typed v1 agent with eval coverage. Install: `npx agentskit add ecommerce-catalog-enricher`.
- [Chargeback Responder](https://registry.agentskit.io/agents/ecommerce-chargeback-responder): Response typed. Chargebacks. Typed v1 agent with eval coverage. Install: `npx agentskit add ecommerce-chargeback-responder`.
- [Competitor Price Monitor](https://registry.agentskit.io/agents/ecommerce-competitor-price-monitor): Report typed. Price intel. Typed v1 agent with eval coverage. Install: `npx agentskit add ecommerce-competitor-price-monitor`.
- [Fraud Order Scorer](https://registry.agentskit.io/agents/ecommerce-fraud-order-scorer): Score typed. Order fraud. Typed v1 agent with eval coverage. Install: `npx agentskit add ecommerce-fraud-order-scorer`.
- [Fulfillment SLA Monitor](https://registry.agentskit.io/agents/ecommerce-fulfillment-sla-monitor): Alerts typed. SLA breaches. Typed v1 agent with eval coverage. Install: `npx agentskit add ecommerce-fulfillment-sla-monitor`.
- [Inventory Reorder](https://registry.agentskit.io/agents/ecommerce-inventory-reorder): Reorder typed. Stockouts/overstock. Typed v1 agent with eval coverage. Install: `npx agentskit add ecommerce-inventory-reorder`.
- [Listing Optimizer](https://registry.agentskit.io/agents/ecommerce-listing-optimizer): Optimized listing typed. Weak listings. Typed v1 agent with eval coverage. Install: `npx agentskit add ecommerce-listing-optimizer`.
- [Marketplace Policy Check](https://registry.agentskit.io/agents/ecommerce-marketplace-policy-check): Violations typed. Policy violations. Typed v1 agent with eval coverage. Install: `npx agentskit add ecommerce-marketplace-policy-check`.
- [Promo Planner](https://registry.agentskit.io/agents/ecommerce-promo-planner): Plan typed. Promos ad-hoc. Typed v1 agent with eval coverage. Install: `npx agentskit add ecommerce-promo-planner`.
- [Return Triage](https://registry.agentskit.io/agents/ecommerce-return-triage): Triage typed. Returns slow. Typed v1 agent with eval coverage. Install: `npx agentskit add ecommerce-return-triage`.
- [Review Responder](https://registry.agentskit.io/agents/ecommerce-review-responder): Reply draft typed. Review replies slow. Typed v1 agent with eval coverage. Install: `npx agentskit add ecommerce-review-responder`.
- [Seasonal Forecast](https://registry.agentskit.io/agents/ecommerce-seasonal-forecast): Forecast typed. Seasonal demand. Typed v1 agent with eval coverage. Install: `npx agentskit add ecommerce-seasonal-forecast`.
- [Product SEO](https://registry.agentskit.io/agents/ecommerce-seo-product-page): SEO spec typed. Product SEO weak. Typed v1 agent with eval coverage. Install: `npx agentskit add ecommerce-seo-product-page`.
- [Shipping Exception](https://registry.agentskit.io/agents/ecommerce-shipping-exception): Resolution typed. Shipping issues. Typed v1 agent with eval coverage. Install: `npx agentskit add ecommerce-shipping-exception`.
- [Supplier Communicator](https://registry.agentskit.io/agents/ecommerce-supplier-communicator): Email draft typed. Supplier emails. Typed v1 agent with eval coverage. Install: `npx agentskit add ecommerce-supplier-communicator`.
- [Warranty Claim Triage](https://registry.agentskit.io/agents/ecommerce-warranty-claim-triage): Triage typed. Warranty intake. Typed v1 agent with eval coverage. Install: `npx agentskit add ecommerce-warranty-claim-triage`.
- [Ecosystem Changelog](https://registry.agentskit.io/agents/ecosystem-changelog-ecosystem): Changelog typed across www/registry/playbook/akos. Cross-repo ecosystem changes need unified changelog. Typed v1 agent with eval coverage. Install: `npx agentskit add ecosystem-changelog-ecosystem`.
- [Doc-bridge Corpus Scanner](https://registry.agentskit.io/agents/ecosystem-doc-bridge-corpus-scanner): Scans corpus listings into typed path/docType/staleness report. Drops invented paths via safety net. Install: `npx agentskit add ecosystem-doc-bridge-corpus-scanner`.
- [Doc-bridge Handoff Author](https://registry.agentskit.io/agents/ecosystem-doc-bridge-handoff-author): Drafts doc-bridge AgentHandoff v1 records from index context with humanDoc safety net. Always requires human review. Install: `npx agentskit add ecosystem-doc-bridge-handoff-author`.
- [Doc-bridge Memory Classifier](https://registry.agentskit.io/agents/ecosystem-doc-bridge-memory-classifier): Classifies private notes into doc-bridge memory candidates (promote/hold/reject) with deterministic secret/email safety net. Always requires human review before promotion. Install: `npx agentskit add ecosystem-doc-bridge-memory-classifier`.
- [Integration Mapper](https://registry.agentskit.io/agents/ecosystem-integration-mapper): Integration map typed per agent. Match agent pains to @agentskit/integrations. Typed v1 agent with eval coverage. Install: `npx agentskit add ecosystem-integration-mapper`.
- [llms.txt Optimizer](https://registry.agentskit.io/agents/ecosystem-llms-txt-optimizer): Optimized llms.txt block typed. Machine discovery files need curation. Typed v1 agent with eval coverage. Install: `npx agentskit add ecosystem-llms-txt-optimizer`.
- [Playbook Alignment Auditor](https://registry.agentskit.io/agents/ecosystem-playbook-alignment-auditor): Alignment findings typed vs playbook patterns. Registry agents must align with playbook.agentskit.io standards. Typed v1 agent with eval coverage. Install: `npx agentskit add ecosystem-playbook-alignment-auditor`.
- [Registry Agent Spec Author](https://registry.agentskit.io/agents/ecosystem-registry-agent-spec-author): Drafts catalog specs: pain, output, gates, zodOutline, tags — before scaffold. Install: `npx agentskit add ecosystem-registry-agent-spec-author`.
- [Registry Eval Author](https://registry.agentskit.io/agents/ecosystem-registry-eval-author): Drafts @agentskit/eval suite cases (input + expectedDescription + rationale) for registry agents. Install: `npx agentskit add ecosystem-registry-eval-author`.
- [RFC Author](https://registry.agentskit.io/agents/ecosystem-rfc-author): RFC draft typed: problem, options, decision. Big moves need RFCs before implementation. Typed v1 agent with eval coverage. Install: `npx agentskit add ecosystem-rfc-author`.
- [Accommodation Evaluator](https://registry.agentskit.io/agents/education-accommodation-evaluator): Evaluation typed. Accommodations. Typed v1 agent with eval coverage. Install: `npx agentskit add education-accommodation-evaluator`.
- [Accreditation Evidence](https://registry.agentskit.io/agents/education-accreditation-evidence): Evidence typed. Accreditation prep. Typed v1 agent with eval coverage. Install: `npx agentskit add education-accreditation-evidence`.
- [Curriculum Mapper](https://registry.agentskit.io/agents/education-curriculum-mapper): Map typed. Curriculum alignment. Typed v1 agent with eval coverage. Install: `npx agentskit add education-curriculum-mapper`.
- [Essay Feedback](https://registry.agentskit.io/agents/education-essay-feedback): Feedback typed. Essay feedback slow. Typed v1 agent with eval coverage. Install: `npx agentskit add education-essay-feedback`.
- [IEP Drafter](https://registry.agentskit.io/agents/education-iep-drafter): IEP draft typed. IEP paperwork. Typed v1 agent with eval coverage. Install: `npx agentskit add education-iep-drafter`.
- [Lesson Plan Author](https://registry.agentskit.io/agents/education-lesson-plan-author): Plan typed. Lesson planning slow. Typed v1 agent with eval coverage. Install: `npx agentskit add education-lesson-plan-author`.
- [LMS Content Optimizer](https://registry.agentskit.io/agents/education-lms-content-optimizer): Optimizations typed. LMS content weak. Typed v1 agent with eval coverage. Install: `npx agentskit add education-lms-content-optimizer`.
- [Parent Communication](https://registry.agentskit.io/agents/education-parent-communication): Message typed. Parent emails. Typed v1 agent with eval coverage. Install: `npx agentskit add education-parent-communication`.
- [Plagiarism Pattern Flag](https://registry.agentskit.io/agents/education-plagiarism-pattern-flag): Flags typed. Integrity checks. Typed v1 agent with eval coverage. Install: `npx agentskit add education-plagiarism-pattern-flag`.
- [Quiz Generator](https://registry.agentskit.io/agents/education-quiz-generator): Quiz typed. Quiz creation. Typed v1 agent with eval coverage. Install: `npx agentskit add education-quiz-generator`.
- [Rubric Builder](https://registry.agentskit.io/agents/education-rubric-builder): Rubric typed. Rubrics inconsistent. Typed v1 agent with eval coverage. Install: `npx agentskit add education-rubric-builder`.
- [Student Progress Summary](https://registry.agentskit.io/agents/education-student-progress-summary): Summary typed. Progress reports. Typed v1 agent with eval coverage. Install: `npx agentskit add education-student-progress-summary`.
- [Covenant Monitor](https://registry.agentskit.io/agents/fintech-covenant-monitor): Breach flags typed. Loan covenant breaches. Typed v1 agent with eval coverage. Install: `npx agentskit add fintech-covenant-monitor`.
- [Credit Memo](https://registry.agentskit.io/agents/fintech-credit-memo): Memo typed. Credit decisions undocumented. Typed v1 agent with eval coverage. Install: `npx agentskit add fintech-credit-memo`.
- [Expense Policy Auditor](https://registry.agentskit.io/agents/fintech-expense-policy-auditor): Violations typed. Expense abuse. Typed v1 agent with eval coverage. Install: `npx agentskit add fintech-expense-policy-auditor`.
- [Insurance Claim Triage](https://registry.agentskit.io/agents/fintech-insurance-claim-triage): Triage typed. Claim intake slow. Typed v1 agent with eval coverage. Install: `npx agentskit add fintech-insurance-claim-triage`.
- [Invoice Fraud Detector](https://registry.agentskit.io/agents/fintech-invoice-fraud-detector): Findings typed. Invoice fraud. Typed v1 agent with eval coverage. Install: `npx agentskit add fintech-invoice-fraud-detector`.
- [KYC Screener](https://registry.agentskit.io/agents/fintech-kyc-screener): Onboarding KYC screen against sanctions/PEP/adverse-media lists with a DETERMINISTIC fuzzy-match gate: required fields (name/DOB/country) validated up front; strong/exact hits escalate unconditionally (never model-cleared); the model only downgrades weak near-misses. Typed risk verdict + human sign-off. Install: `npx agentskit add fintech-kyc-screener`.
- [Payment Dispute Investigator](https://registry.agentskit.io/agents/fintech-payment-dispute-investigator): Case typed. Chargebacks slow. Typed v1 agent with eval coverage. Install: `npx agentskit add fintech-payment-dispute-investigator`.
- [Portfolio Risk Digest](https://registry.agentskit.io/agents/fintech-portfolio-risk-digest): Digest typed. Risk reporting manual. Typed v1 agent with eval coverage. Install: `npx agentskit add fintech-portfolio-risk-digest`.
- [Regulatory Change Impact](https://registry.agentskit.io/agents/fintech-regulatory-change-impact): Impact typed. Reg changes impact unclear. Typed v1 agent with eval coverage. Install: `npx agentskit add fintech-regulatory-change-impact`.
- [Sanctions Screener](https://registry.agentskit.io/agents/fintech-sanctions-screener): Screens a customer/counterparty against a sanctions list with a DETERMINISTIC fuzzy-match gate: strong/exact hits escalate unconditionally (never model-cleared), the model only adjudicates weak near-misses (and can only make screening stricter). Typed verdict + human sign-off. Install: `npx agentskit add fintech-sanctions-screener`.
- [SAR Drafter](https://registry.agentskit.io/agents/fintech-sar-drafter): SAR draft typed. SAR writing manual. Typed v1 agent with eval coverage. Install: `npx agentskit add fintech-sar-drafter`.
- [Tax Form Extractor](https://registry.agentskit.io/agents/fintech-tax-form-extractor): Fields typed. Tax form data entry. Typed v1 agent with eval coverage. Install: `npx agentskit add fintech-tax-form-extractor`.
- [Transaction Investigator](https://registry.agentskit.io/agents/fintech-transaction-investigator): Scans a transaction history for anomalous patterns (velocity, structuring, geo, round-number, rapid-movement) and drafts a TYPED case file as canonical Findings citing the transaction IDs + rule. Two modes (fraud / aml SAR-ready); always a draft for human review, fail-safe (insufficientEvidence over false positives), never freezes accounts or files SARs. Install: `npx agentskit add fintech-transaction-investigator`.
- [Benefits FAQ](https://registry.agentskit.io/agents/hr-benefits-faq-bot): Answer typed. Benefits questions repetitive. Typed v1 agent with eval coverage. Install: `npx agentskit add hr-benefits-faq-bot`.
- [Compensation Benchmark](https://registry.agentskit.io/agents/hr-compensation-benchmark): Benchmark typed. Comp research slow. Typed v1 agent with eval coverage. Install: `npx agentskit add hr-compensation-benchmark`.
- [HR Compliance Checklist](https://registry.agentskit.io/agents/hr-compliance-checklist): Checklist typed. Labor compliance ad-hoc. Typed v1 agent with eval coverage. Install: `npx agentskit add hr-compliance-checklist`.
- [Culture Survey Analyzer](https://registry.agentskit.io/agents/hr-culture-survey-analyzer): Insights typed. Survey analysis slow. Typed v1 agent with eval coverage. Install: `npx agentskit add hr-culture-survey-analyzer`.
- [Handbook Updater](https://registry.agentskit.io/agents/hr-employee-handbook-updater): Updates typed. Handbook drift. Typed v1 agent with eval coverage. Install: `npx agentskit add hr-employee-handbook-updater`.
- [Exit Interview Synthesizer](https://registry.agentskit.io/agents/hr-exit-interview-synthesizer): Insights typed. Exit insights lost. Typed v1 agent with eval coverage. Install: `npx agentskit add hr-exit-interview-synthesizer`.
- [Internal Mobility Matcher](https://registry.agentskit.io/agents/hr-internal-mobility-matcher): Matches typed. Internal roles missed. Typed v1 agent with eval coverage. Install: `npx agentskit add hr-internal-mobility-matcher`.
- [Interview Debrief](https://registry.agentskit.io/agents/hr-interview-debrief): Debrief typed. Debriefs unstructured. Typed v1 agent with eval coverage. Install: `npx agentskit add hr-interview-debrief`.
- [Interview Question Bank](https://registry.agentskit.io/agents/hr-interview-question-bank): Questions typed. Inconsistent interviews. Typed v1 agent with eval coverage. Install: `npx agentskit add hr-interview-question-bank`.
- [Job Description Author](https://registry.agentskit.io/agents/hr-job-description-author): JD typed. JD writing slow. Typed v1 agent with eval coverage. Install: `npx agentskit add hr-job-description-author`.
- [Learning Path Builder](https://registry.agentskit.io/agents/hr-learning-path-builder): Path typed. Learning paths manual. Typed v1 agent with eval coverage. Install: `npx agentskit add hr-learning-path-builder`.
- [Offer Letter Drafter](https://registry.agentskit.io/agents/hr-offer-letter-drafter): Offer draft typed. Offers manual. Typed v1 agent with eval coverage. Install: `npx agentskit add hr-offer-letter-drafter`.
- [Onboarding Plan](https://registry.agentskit.io/agents/hr-onboarding-plan): Plan typed. 30/60/90 ad-hoc. Typed v1 agent with eval coverage. Install: `npx agentskit add hr-onboarding-plan`.
- [Org Chart Analyzer](https://registry.agentskit.io/agents/hr-org-chart-analyzer): Analysis typed. Span of control unclear. Typed v1 agent with eval coverage. Install: `npx agentskit add hr-org-chart-analyzer`.
- [Performance Review Author](https://registry.agentskit.io/agents/hr-performance-review-author): Review draft typed. Reviews slow. Typed v1 agent with eval coverage. Install: `npx agentskit add hr-performance-review-author`.
- [Policy Drafter](https://registry.agentskit.io/agents/hr-policy-drafter): Policy draft typed. Policies manual. Typed v1 agent with eval coverage. Install: `npx agentskit add hr-policy-drafter`.
- [PTO Request Evaluator](https://registry.agentskit.io/agents/hr-pto-request-evaluator): Decision typed. PTO policy inconsistent. Typed v1 agent with eval coverage. Install: `npx agentskit add hr-pto-request-evaluator`.
- [Resume Screener](https://registry.agentskit.io/agents/hr-resume-screener): Screen typed. Screening bottleneck. Typed v1 agent with eval coverage. Install: `npx agentskit add hr-resume-screener`.
- [Skills Gap Analyzer](https://registry.agentskit.io/agents/hr-skills-gap-analyzer): Gaps typed. L&D misaligned. Typed v1 agent with eval coverage. Install: `npx agentskit add hr-skills-gap-analyzer`.
- [Visa Sponsorship Evaluator](https://registry.agentskit.io/agents/hr-visa-sponsorship-evaluator): Eligibility typed. Visa eligibility unclear. Typed v1 agent with eval coverage. Install: `npx agentskit add hr-visa-sponsorship-evaluator`.
- [Actuarial Report Narrator](https://registry.agentskit.io/agents/insurance-actuarial-report-narrator): Narrative typed. Actuarial opaque. Typed v1 agent with eval coverage. Install: `npx agentskit add insurance-actuarial-report-narrator`.
- [Agent Commission Audit](https://registry.agentskit.io/agents/insurance-agent-commission-audit): Audit typed. Commission errors. Typed v1 agent with eval coverage. Install: `npx agentskit add insurance-agent-commission-audit`.
- [Beneficiary Verifier](https://registry.agentskit.io/agents/insurance-beneficiary-verifier): Verification typed. Beneficiary errors. Typed v1 agent with eval coverage. Install: `npx agentskit add insurance-beneficiary-verifier`.
- [Catastrophe Triage](https://registry.agentskit.io/agents/insurance-catastrophe-triage): Triage typed. Cat event volume. Typed v1 agent with eval coverage. Install: `npx agentskit add insurance-catastrophe-triage`.
- [Claim Intake](https://registry.agentskit.io/agents/insurance-claim-intake): Intake typed. Claim intake slow. Typed v1 agent with eval coverage. Install: `npx agentskit add insurance-claim-intake`.
- [Coverage Gap](https://registry.agentskit.io/agents/insurance-coverage-gap): Gaps typed. Coverage gaps. Typed v1 agent with eval coverage. Install: `npx agentskit add insurance-coverage-gap`.
- [Denial Letter Drafter](https://registry.agentskit.io/agents/insurance-denial-letter-drafter): Letter typed. Denial letters. Typed v1 agent with eval coverage. Install: `npx agentskit add insurance-denial-letter-drafter`.
- [Fraud Scorer](https://registry.agentskit.io/agents/insurance-fraud-scorer): Score typed. Claim fraud. Typed v1 agent with eval coverage. Install: `npx agentskit add insurance-fraud-scorer`.
- [Medical Record Summarizer](https://registry.agentskit.io/agents/insurance-medical-record-summarizer): Summary typed. Med records long. Typed v1 agent with eval coverage. Install: `npx agentskit add insurance-medical-record-summarizer`.
- [Policy Summarizer](https://registry.agentskit.io/agents/insurance-policy-summarizer): Summary typed. Policies long. Typed v1 agent with eval coverage. Install: `npx agentskit add insurance-policy-summarizer`.
- [Premium Calculator Memo](https://registry.agentskit.io/agents/insurance-premium-calculator-memo): Memo typed. Premium opaque. Typed v1 agent with eval coverage. Install: `npx agentskit add insurance-premium-calculator-memo`.
- [Regulatory Filing](https://registry.agentskit.io/agents/insurance-regulatory-filing): Filing typed. Filings slow. Typed v1 agent with eval coverage. Install: `npx agentskit add insurance-regulatory-filing`.
- [Renewal Risk](https://registry.agentskit.io/agents/insurance-renewal-risk): Risk typed. Renewal risk. Typed v1 agent with eval coverage. Install: `npx agentskit add insurance-renewal-risk`.
- [Subrogation Analyzer](https://registry.agentskit.io/agents/insurance-subrogation-analyzer): Analysis typed. Subrogation complex. Typed v1 agent with eval coverage. Install: `npx agentskit add insurance-subrogation-analyzer`.
- [Underwriting Memo](https://registry.agentskit.io/agents/insurance-underwriting-memo): Memo typed. Underwriting slow. Typed v1 agent with eval coverage. Install: `npx agentskit add insurance-underwriting-memo`.
- [Knowledge Promoter Agent](https://registry.agentskit.io/agents/knowledge-promoter): Turns curated private notes into public documentation PRs — classify, sanitize to vendor-neutral, adversarial leak-gate, then open one draft PR. Never merges; a human reviews. Install: `npx agentskit add knowledge-promoter`.
- [Case Analyst](https://registry.agentskit.io/agents/legal-case-analyst): Extracts a TYPED structured analysis from a case file (parties, venue, posture, claims, defenses, key dates, open discovery). Every datum cites its source document + page; gaps are 'not in record' (never inferred); SOL/filing-deadline risks surfaced separately. Always a draft for the attorney. Install: `npx agentskit add legal-case-analyst`.
- [Case Summariser](https://registry.agentskit.io/agents/legal-case-summariser): Produces a TYPED, court-ready matter summary from reviewed documents + reviewer notes. Every factual claim cites the underlying document ID; inconsistent notes are flagged as conflicts (competing positions surfaced) rather than resolved by picking a side. Always a draft for the attorney. Install: `npx agentskit add legal-case-summariser`.
- [Clause Comparator](https://registry.agentskit.io/agents/legal-clause-comparator): Diff typed. Clause diffs tedious. Typed v1 agent with eval coverage. Install: `npx agentskit add legal-clause-comparator`.
- [Deposition Prep](https://registry.agentskit.io/agents/legal-deposition-prep): Question bank typed. Depo prep unstructured. Typed v1 agent with eval coverage. Install: `npx agentskit add legal-deposition-prep`.
- [Doc Drafter](https://registry.agentskit.io/agents/legal-doc-drafter): Drafts a legal document (memo / motion / demand-letter / client-update) from an approved fact pattern. Cites every factual claim to its source record; flags every inference inline + in a typed list for attorney verification; ALWAYS a draft (never final, never a signature) ending with open questions for sign-off. Install: `npx agentskit add legal-doc-drafter`.
- [Legal Doc Reviewer](https://registry.agentskit.io/agents/legal-doc-reviewer): One configurable legal-review agent (mode: contract | discovery | privilege) that supersedes the separate contract-reviewer, discovery-reviewer, and privilege-spotter. Produces typed findings via structured output; privileged/high findings require attorney review. Install: `npx agentskit add legal-doc-reviewer`.
- [eDiscovery Privilege Log](https://registry.agentskit.io/agents/legal-ediscovery-privilege-log): Log typed. Privilege logs manual. Typed v1 agent with eval coverage. Install: `npx agentskit add legal-ediscovery-privilege-log`.
- [Exhibit Indexer](https://registry.agentskit.io/agents/legal-exhibit-indexer): Index typed. Exhibits disorganized. Typed v1 agent with eval coverage. Install: `npx agentskit add legal-exhibit-indexer`.
- [Jurisdiction Analyzer](https://registry.agentskit.io/agents/legal-jurisdiction-analyzer): Analysis typed. Jurisdiction risk unclear. Typed v1 agent with eval coverage. Install: `npx agentskit add legal-jurisdiction-analyzer`.
- [Legal Hold Notice](https://registry.agentskit.io/agents/legal-legal-hold-notice): Notice draft typed. Hold notices manual. Typed v1 agent with eval coverage. Install: `npx agentskit add legal-legal-hold-notice`.
- [NDA Reviewer](https://registry.agentskit.io/agents/legal-nda-reviewer): Findings typed. NDA review bottleneck. Typed v1 agent with eval coverage. Install: `npx agentskit add legal-nda-reviewer`.
- [Obligation Tracker](https://registry.agentskit.io/agents/legal-obligation-tracker): Obligations typed. Contract obligations missed. Typed v1 agent with eval coverage. Install: `npx agentskit add legal-obligation-tracker`.
- [Redaction Bot](https://registry.agentskit.io/agents/legal-redaction-bot): Redacts PII from a legal document with a DETERMINISTIC backstop (createPIIRedactor strips any structured identifier the model missed — SSN/email/phone + your gov-ID/account rules), and surfaces privileged spans for attorney review instead of silently redacting them. Output is always clean of the covered patterns. Install: `npx agentskit add legal-redaction-bot`.
- [Regulatory Filing Drafter](https://registry.agentskit.io/agents/legal-regulatory-filing-drafter): Filing typed. Filings slow. Typed v1 agent with eval coverage. Install: `npx agentskit add legal-regulatory-filing-drafter`.
- [Settlement Memo](https://registry.agentskit.io/agents/legal-settlement-memo): Memo typed. Settlement analysis slow. Typed v1 agent with eval coverage. Install: `npx agentskit add legal-settlement-memo`.
- [Attribution Interpreter](https://registry.agentskit.io/agents/marketing-attribution-interpreter): Insights typed. Attribution reports confusing. Typed v1 agent with eval coverage. Install: `npx agentskit add marketing-attribution-interpreter`.
- [Brand Compliance](https://registry.agentskit.io/agents/marketing-brand-compliance): Violations vs guide typed. Off-brand copy ships. Typed v1 agent with eval coverage. Install: `npx agentskit add marketing-brand-compliance`.
- [Brief Analyst](https://registry.agentskit.io/agents/marketing-brief-analyst): Reads an incoming campaign brief and produces a TYPED structured brief (objective/audience/key messages/tone/channels/timeline/mandatories) downstream agents reference. Never invents client details; missing required fields listed in gaps (ask, don't guess); optional voice guide flags conflicting language. Install: `npx agentskit add marketing-brief-analyst`.
- [Calendar Digest Author](https://registry.agentskit.io/agents/marketing-calendar-digest-author): Turns the week's scheduled social posts into a TYPED digest (per-channel groups + a ready-to-paste Slack markdown block). Delivery is optional and HITL-gated — reported delivered only when the transport really returned an id; never fakes a post. Install: `npx agentskit add marketing-calendar-digest-author`.
- [Competitor Researcher](https://registry.agentskit.io/agents/marketing-competitor-researcher): Searches + fetches competitor web content (webSearch / fetchUrl), diffs it against the RAG competitor baseline, and produces a structured competitive-landscape report. Hardened: fetched pages are treated as attacker-controlled data (prompt-injection defense), and unfetchable sources are flagged, never fabricated. Install: `npx agentskit add marketing-competitor-researcher`.
- [Copy Author](https://registry.agentskit.io/agents/marketing-copy-author): Produces exactly THREE distinct TYPED copy variants (bold / warm / precise) from a structured brief + competitive context — each with headline/subheadline/body/cta/channel/persona/rationale. Every metric must come from the brief (no invented numbers); over-length bodies flagged, not silently cut. Install: `npx agentskit add marketing-copy-author`.
- [Email Sequence Author](https://registry.agentskit.io/agents/marketing-email-sequence-author): Sequence typed. Drip campaigns manual. Typed v1 agent with eval coverage. Install: `npx agentskit add marketing-email-sequence-author`.
- [Google Ad Copy](https://registry.agentskit.io/agents/marketing-google-ad-copy): RSA variants typed. RSA writing slow. Typed v1 agent with eval coverage. Install: `npx agentskit add marketing-google-ad-copy`.
- [Landing CRO Auditor](https://registry.agentskit.io/agents/marketing-landing-cro-auditor): CRO findings typed. LP not converting. Typed v1 agent with eval coverage. Install: `npx agentskit add marketing-landing-cro-auditor`.
- [Messaging Hierarchy](https://registry.agentskit.io/agents/marketing-messaging-hierarchy): Hierarchy typed. Inconsistent messaging. Typed v1 agent with eval coverage. Install: `npx agentskit add marketing-messaging-hierarchy`.
- [Meta Ad Copy](https://registry.agentskit.io/agents/marketing-meta-ad-copy): 3 variants typed + policy flags. Meta ads off-policy. Typed v1 agent with eval coverage. Install: `npx agentskit add marketing-meta-ad-copy`.
- [Persona Builder](https://registry.agentskit.io/agents/marketing-persona-builder): Persona typed from research. Vague personas. Typed v1 agent with eval coverage. Install: `npx agentskit add marketing-persona-builder`.
- [PR Pitch Author](https://registry.agentskit.io/agents/marketing-pr-pitch-author): Pitches per outlet typed. PR outreach generic. Typed v1 agent with eval coverage. Install: `npx agentskit add marketing-pr-pitch-author`.
- [SEO Brief](https://registry.agentskit.io/agents/marketing-seo-brief): Keywords/structure typed. Content without SEO intent. Typed v1 agent with eval coverage. Install: `npx agentskit add marketing-seo-brief`.
- [Social Publisher](https://registry.agentskit.io/agents/marketing-social-publisher): Formats one approved copy variant per platform and DELIVERS it through caller-injected transports. Real delivery or honest failure (no faked sends), fail-closed HITL (nothing posts without explicit approval), typed result with the real provider id per platform. Install: `npx agentskit add marketing-social-publisher`.
- [UTM Planner](https://registry.agentskit.io/agents/marketing-utm-planner): Campaign map typed. UTM chaos. Typed v1 agent with eval coverage. Install: `npx agentskit add marketing-utm-planner`.
- [Webinar Script](https://registry.agentskit.io/agents/marketing-webinar-script): Script + timing typed. Webinars unstructured. Typed v1 agent with eval coverage. Install: `npx agentskit add marketing-webinar-script`.
- [Access Request Reviewer](https://registry.agentskit.io/agents/ops-access-request-reviewer): Review typed. Access grants risky. Typed v1 agent with eval coverage. Install: `npx agentskit add ops-access-request-reviewer`.
- [Asset Inventory Reconciler](https://registry.agentskit.io/agents/ops-asset-inventory-reconciler): Drift typed. Asset drift. Typed v1 agent with eval coverage. Install: `npx agentskit add ops-asset-inventory-reconciler`.
- [Audit Evidence Collector](https://registry.agentskit.io/agents/ops-audit-evidence-collector): Evidence map typed. Audit prep chaotic. Typed v1 agent with eval coverage. Install: `npx agentskit add ops-audit-evidence-collector`.
- [Change Request Reviewer](https://registry.agentskit.io/agents/ops-change-request-reviewer): Review typed. Change risk unclear. Typed v1 agent with eval coverage. Install: `npx agentskit add ops-change-request-reviewer`.
- [Compliance Checklist](https://registry.agentskit.io/agents/ops-compliance-checklist): Checklist typed. Compliance ad-hoc. Typed v1 agent with eval coverage. Install: `npx agentskit add ops-compliance-checklist`.
- [Incident Commander Aide](https://registry.agentskit.io/agents/ops-incident-commander-aide): Status typed. IC overload. Typed v1 agent with eval coverage. Install: `npx agentskit add ops-incident-commander-aide`.
- [Meeting Action Extractor](https://registry.agentskit.io/agents/ops-meeting-action-extractor): Actions typed. Actions lost in meetings. Typed v1 agent with eval coverage. Install: `npx agentskit add ops-meeting-action-extractor`.
- [Employee Onboarding Checklist](https://registry.agentskit.io/agents/ops-onboarding-checklist): Checklist typed. Onboarding inconsistent. Typed v1 agent with eval coverage. Install: `npx agentskit add ops-onboarding-checklist`.
- [Postmortem Action Tracker](https://registry.agentskit.io/agents/ops-postmortem-action-tracker): Tracker typed. PM actions not done. Typed v1 agent with eval coverage. Install: `npx agentskit add ops-postmortem-action-tracker`.
- [Runbook Author](https://registry.agentskit.io/agents/ops-runbook-author): Runbook typed. Missing runbooks. Typed v1 agent with eval coverage. Install: `npx agentskit add ops-runbook-author`.
- [SOP Generator](https://registry.agentskit.io/agents/ops-sop-generator): SOP typed. SOPs manual. Typed v1 agent with eval coverage. Install: `npx agentskit add ops-sop-generator`.
- [Vendor Renewal Tracker](https://registry.agentskit.io/agents/ops-vendor-renewal-tracker): Tracker typed. Renewals missed. Typed v1 agent with eval coverage. Install: `npx agentskit add ops-vendor-renewal-tracker`.
- [API Product Brief](https://registry.agentskit.io/agents/product-api-product-brief): Brief typed. API product specs. Typed v1 agent with eval coverage. Install: `npx agentskit add product-api-product-brief`.
- [Beta Feedback Triage](https://registry.agentskit.io/agents/product-beta-feedback-triage): Triage typed. Beta noise. Typed v1 agent with eval coverage. Install: `npx agentskit add product-beta-feedback-triage`.
- [Customer Changelog](https://registry.agentskit.io/agents/product-changelog-customer): Changelog typed. Customer-facing changelog. Typed v1 agent with eval coverage. Install: `npx agentskit add product-changelog-customer`.
- [Competitive Feature Gap](https://registry.agentskit.io/agents/product-competitive-feature-gap): Gap analysis typed. Feature gaps unclear. Typed v1 agent with eval coverage. Install: `npx agentskit add product-competitive-feature-gap`.
- [Experiment Designer](https://registry.agentskit.io/agents/product-experiment-designer): Design typed. Experiments poorly designed. Typed v1 agent with eval coverage. Install: `npx agentskit add product-experiment-designer`.
- [Feedback Clusterer](https://registry.agentskit.io/agents/product-feedback-clusterer): Clusters typed. Feedback scattered. Typed v1 agent with eval coverage. Install: `npx agentskit add product-feedback-clusterer`.
- [Metrics Tree Author](https://registry.agentskit.io/agents/product-metrics-tree-author): Tree typed. Metrics trees ad-hoc. Typed v1 agent with eval coverage. Install: `npx agentskit add product-metrics-tree-author`.
- [NPS Analyzer](https://registry.agentskit.io/agents/product-nps-analyzer): Insights typed. NPS insights slow. Typed v1 agent with eval coverage. Install: `npx agentskit add product-nps-analyzer`.
- [PRD from Interviews](https://registry.agentskit.io/agents/product-prd-from-interviews): PRD typed. Interview→PRD slow. Typed v1 agent with eval coverage. Install: `npx agentskit add product-prd-from-interviews`.
- [Pricing Page Spec](https://registry.agentskit.io/agents/product-pricing-page-spec): Spec typed. Pricing pages vague. Typed v1 agent with eval coverage. Install: `npx agentskit add product-pricing-page-spec`.
- [RICE Prioritizer](https://registry.agentskit.io/agents/product-prioritization-rice): Scores typed. Prioritization subjective. Typed v1 agent with eval coverage. Install: `npx agentskit add product-prioritization-rice`.
- [Release Risk](https://registry.agentskit.io/agents/product-release-risk): Risk typed. Release risk opaque. Typed v1 agent with eval coverage. Install: `npx agentskit add product-release-risk`.
- [Roadmap Narrator](https://registry.agentskit.io/agents/product-roadmap-narrator): Narrative typed. Roadmap communication. Typed v1 agent with eval coverage. Install: `npx agentskit add product-roadmap-narrator`.
- [Usage Insights](https://registry.agentskit.io/agents/product-usage-insights): Insights typed. Usage data unread. Typed v1 agent with eval coverage. Install: `npx agentskit add product-usage-insights`.
- [User Story Splitter](https://registry.agentskit.io/agents/product-user-story-splitter): Stories typed. Stories too large. Typed v1 agent with eval coverage. Install: `npx agentskit add product-user-story-splitter`.
- [Calendar Conflict Resolver](https://registry.agentskit.io/agents/productivity-calendar-conflict-resolver): Options typed. Scheduling conflicts. Typed v1 agent with eval coverage. Install: `npx agentskit add productivity-calendar-conflict-resolver`.
- [Email Triage](https://registry.agentskit.io/agents/productivity-email-triage): Classification typed. Inbox overload. Typed v1 agent with eval coverage. Install: `npx agentskit add productivity-email-triage`.
- [Meeting Action Extractor](https://registry.agentskit.io/agents/productivity-meeting-action-extractor): Actions typed. Meeting notes → actions. Typed v1 agent with eval coverage. Install: `npx agentskit add productivity-meeting-action-extractor`.
- [Weekly Digest](https://registry.agentskit.io/agents/productivity-weekly-digest): Digest typed. Weekly review manual. Typed v1 agent with eval coverage. Install: `npx agentskit add productivity-weekly-digest`.
- [Closing Checklist](https://registry.agentskit.io/agents/realestate-closing-checklist): Checklist typed. Closing items missed. Typed v1 agent with eval coverage. Install: `npx agentskit add realestate-closing-checklist`.
- [CMA Author](https://registry.agentskit.io/agents/realestate-cma-author): CMA typed. CMAs slow. Typed v1 agent with eval coverage. Install: `npx agentskit add realestate-cma-author`.
- [Comp Analyzer](https://registry.agentskit.io/agents/realestate-comp-analyzer): Comps typed. Comps manual. Typed v1 agent with eval coverage. Install: `npx agentskit add realestate-comp-analyzer`.
- [Disclosure Checklist](https://registry.agentskit.io/agents/realestate-disclosure-checklist): Checklist typed. Disclosures missed. Typed v1 agent with eval coverage. Install: `npx agentskit add realestate-disclosure-checklist`.
- [HOA Document Summarizer](https://registry.agentskit.io/agents/realestate-hoa-document-summarizer): Summary typed. HOA docs long. Typed v1 agent with eval coverage. Install: `npx agentskit add realestate-hoa-document-summarizer`.
- [Inspection Summarizer](https://registry.agentskit.io/agents/realestate-inspection-report-summarizer): Summary typed. Inspection reports long. Typed v1 agent with eval coverage. Install: `npx agentskit add realestate-inspection-report-summarizer`.
- [Lease Reviewer](https://registry.agentskit.io/agents/realestate-lease-reviewer): Findings typed. Lease review slow. Typed v1 agent with eval coverage. Install: `npx agentskit add realestate-lease-reviewer`.
- [Listing Author](https://registry.agentskit.io/agents/realestate-listing-author): Listing typed. Listings weak. Typed v1 agent with eval coverage. Install: `npx agentskit add realestate-listing-author`.
- [Mortgage Prequal Memo](https://registry.agentskit.io/agents/realestate-mortgage-prequal-memo): Memo typed. Prequal slow. Typed v1 agent with eval coverage. Install: `npx agentskit add realestate-mortgage-prequal-memo`.
- [Offer Letter Drafter](https://registry.agentskit.io/agents/realestate-offer-letter-drafter): Offer typed. Offers manual. Typed v1 agent with eval coverage. Install: `npx agentskit add realestate-offer-letter-drafter`.
- [Property Description](https://registry.agentskit.io/agents/realestate-property-description): Description typed. Descriptions generic. Typed v1 agent with eval coverage. Install: `npx agentskit add realestate-property-description`.
- [Tenant Screening Memo](https://registry.agentskit.io/agents/realestate-tenant-screening-memo): Memo typed. Screening slow. Typed v1 agent with eval coverage. Install: `npx agentskit add realestate-tenant-screening-memo`.
- [Research Agent](https://registry.agentskit.io/agents/research): Citation-first research agent. Searches the web, reads sources, and answers with every claim anchored to a URL. Hardened: fetched pages are treated as attacker-controlled data (prompt-injection defense), never as instructions. Install: `npx agentskit add research`.
- [Academic Synthesizer](https://registry.agentskit.io/agents/research-academic-synthesizer): Claims typed + DOI/URL. Paper overload. Typed v1 agent with eval coverage. Install: `npx agentskit add research-academic-synthesizer`.
- [Competitive Landscape](https://registry.agentskit.io/agents/research-competitive-landscape): Players/moves typed + sources. Landscape maps stale. Typed v1 agent with eval coverage. Install: `npx agentskit add research-competitive-landscape`.
- [Due Diligence Pack](https://registry.agentskit.io/agents/research-due-diligence): DD pack typed claim→URL. M&A/vendor DD manual. Typed v1 agent with eval coverage. Install: `npx agentskit add research-due-diligence`.
- [ESG Reporter](https://registry.agentskit.io/agents/research-esg-reporter): Report draft typed. ESG disclosure manual. Typed v1 agent with eval coverage. Install: `npx agentskit add research-esg-reporter`.
- [Expert Interview Prep](https://registry.agentskit.io/agents/research-expert-interview-prep): Question bank typed. Unprepared interviews. Typed v1 agent with eval coverage. Install: `npx agentskit add research-expert-interview-prep`.
- [Grant Proposal Research](https://registry.agentskit.io/agents/research-grant-proposal-research): Literature typed. Grant background slow. Typed v1 agent with eval coverage. Install: `npx agentskit add research-grant-proposal-research`.
- [Industry Benchmark](https://registry.agentskit.io/agents/research-industry-benchmark): Metrics typed + source. Benchmark hunting. Typed v1 agent with eval coverage. Install: `npx agentskit add research-industry-benchmark`.
- [Legislative Bill Tracker](https://registry.agentskit.io/agents/research-legislative-bill-tracker): Status typed + bill ref. Bill status tracking. Typed v1 agent with eval coverage. Install: `npx agentskit add research-legislative-bill-tracker`.
- [Market Sizing](https://registry.agentskit.io/agents/research-market-sizing): Sizing typed + explicit assumptions. TAM/SAM/SOM guesses. Typed v1 agent with eval coverage. Install: `npx agentskit add research-market-sizing`.
- [News Monitor](https://registry.agentskit.io/agents/research-news-monitor): Digest typed + URLs. Topic monitoring. Typed v1 agent with eval coverage. Install: `npx agentskit add research-news-monitor`.
- [Patent Prior Art](https://registry.agentskit.io/agents/research-patent-prior-art): Results typed + citations. Prior art search slow. Typed v1 agent with eval coverage. Install: `npx agentskit add research-patent-prior-art`.
- [Policy Brief](https://registry.agentskit.io/agents/research-policy-brief): Neutral brief typed. Policy research scattered. Typed v1 agent with eval coverage. Install: `npx agentskit add research-policy-brief`.
- [Regulatory Tracker](https://registry.agentskit.io/agents/research-regulatory-tracker): Delta report typed + sources. Reg changes missed. Typed v1 agent with eval coverage. Install: `npx agentskit add research-regulatory-tracker`.
- [Vendor Evaluation](https://registry.agentskit.io/agents/research-vendor-evaluation): Scorecard typed + evidence. Vendor selection subjective. Typed v1 agent with eval coverage. Install: `npx agentskit add research-vendor-evaluation`.
- [Account Plan Author](https://registry.agentskit.io/agents/sales-account-plan-author): Plan typed. Account plans manual. Typed v1 agent with eval coverage. Install: `npx agentskit add sales-account-plan-author`.
- [Call Debrief](https://registry.agentskit.io/agents/sales-call-debrief): Debrief typed. Call notes unstructured. Typed v1 agent with eval coverage. Install: `npx agentskit add sales-call-debrief`.
- [Call Prep Brief](https://registry.agentskit.io/agents/sales-call-prep-brief): Brief typed. Unprepared calls. Typed v1 agent with eval coverage. Install: `npx agentskit add sales-call-prep-brief`.
- [Churn Save Playbook](https://registry.agentskit.io/agents/sales-churn-save-playbook): Playbook typed. Save plays inconsistent. Typed v1 agent with eval coverage. Install: `npx agentskit add sales-churn-save-playbook`.
- [Commission Dispute](https://registry.agentskit.io/agents/sales-commission-dispute): Resolution typed. Commission conflicts. Typed v1 agent with eval coverage. Install: `npx agentskit add sales-commission-dispute`.
- [Competitor Battlecard](https://registry.agentskit.io/agents/sales-competitor-battlecard): Card typed. Battlecards stale. Typed v1 agent with eval coverage. Install: `npx agentskit add sales-competitor-battlecard`.
- [Demo Script Author](https://registry.agentskit.io/agents/sales-demo-script-author): Script typed. Demos unstructured. Typed v1 agent with eval coverage. Install: `npx agentskit add sales-demo-script-author`.
- [Email Personalizer](https://registry.agentskit.io/agents/sales-email-personalizer): Emails typed. Generic outreach. Typed v1 agent with eval coverage. Install: `npx agentskit add sales-email-personalizer`.
- [Expansion Opportunity](https://registry.agentskit.io/agents/sales-expansion-opportunity): Opportunities typed. Upsell missed. Typed v1 agent with eval coverage. Install: `npx agentskit add sales-expansion-opportunity`.
- [Forecast Interpreter](https://registry.agentskit.io/agents/sales-forecast-interpreter): Insights typed. Forecast opaque. Typed v1 agent with eval coverage. Install: `npx agentskit add sales-forecast-interpreter`.
- [Sales to CS Handoff](https://registry.agentskit.io/agents/sales-handoff-to-cs): Handoff typed. Sales→CS context loss. Typed v1 agent with eval coverage. Install: `npx agentskit add sales-handoff-to-cs`.
- [Lead Scorer](https://registry.agentskit.io/agents/sales-lead-scorer): Score typed. Lead qual inconsistent. Typed v1 agent with eval coverage. Install: `npx agentskit add sales-lead-scorer`.
- [Mutual Action Plan](https://registry.agentskit.io/agents/sales-mutual-action-plan): Plan typed. MAPs manual. Typed v1 agent with eval coverage. Install: `npx agentskit add sales-mutual-action-plan`.
- [Objection Handler](https://registry.agentskit.io/agents/sales-objection-handler): Responses typed. Objections ad-hoc. Typed v1 agent with eval coverage. Install: `npx agentskit add sales-objection-handler`.
- [Outbound Sequence Author](https://registry.agentskit.io/agents/sales-outbound-sequence-author): Sequence typed. Cold outreach manual. Typed v1 agent with eval coverage. Install: `npx agentskit add sales-outbound-sequence-author`.
- [Partner Deal Desk](https://registry.agentskit.io/agents/sales-partner-deal-desk): Review typed. Partner deals complex. Typed v1 agent with eval coverage. Install: `npx agentskit add sales-partner-deal-desk`.
- [Pipeline Hygiene](https://registry.agentskit.io/agents/sales-pipeline-hygiene): Issues typed. Dirty CRM. Typed v1 agent with eval coverage. Install: `npx agentskit add sales-pipeline-hygiene`.
- [Pricing Calculator Memo](https://registry.agentskit.io/agents/sales-pricing-calculator-memo): Memo typed. Pricing opaque. Typed v1 agent with eval coverage. Install: `npx agentskit add sales-pricing-calculator-memo`.
- [Proposal Drafter](https://registry.agentskit.io/agents/sales-proposal-drafter): Proposal typed. Proposals slow. Typed v1 agent with eval coverage. Install: `npx agentskit add sales-proposal-drafter`.
- [QBR Deck Builder](https://registry.agentskit.io/agents/sales-qbr-deck-builder): Deck typed. QBR decks slow. Typed v1 agent with eval coverage. Install: `npx agentskit add sales-qbr-deck-builder`.
- [Renewal Risk Scorer](https://registry.agentskit.io/agents/sales-renewal-risk-scorer): Score typed. Renewal risk hidden. Typed v1 agent with eval coverage. Install: `npx agentskit add sales-renewal-risk-scorer`.
- [RFP Responder](https://registry.agentskit.io/agents/sales-rfp-responder): Response typed. RFP responses slow. Typed v1 agent with eval coverage. Install: `npx agentskit add sales-rfp-responder`.
- [SOW from Deal](https://registry.agentskit.io/agents/sales-sow-from-deal): SOW typed. SOW from CRM slow. Typed v1 agent with eval coverage. Install: `npx agentskit add sales-sow-from-deal`.
- [Territory Planner](https://registry.agentskit.io/agents/sales-territory-planner): Plan typed. Territory planning. Typed v1 agent with eval coverage. Install: `npx agentskit add sales-territory-planner`.
- [Win/Loss Analyzer](https://registry.agentskit.io/agents/sales-win-loss-analyzer): Analysis typed. Win/loss insights missing. Typed v1 agent with eval coverage. Install: `npx agentskit add sales-win-loss-analyzer`.
- [Access Review](https://registry.agentskit.io/agents/security-access-review): Review typed. Access reviews slow. Typed v1 agent with eval coverage. Install: `npx agentskit add security-access-review`.
- [Breach Notification Drafter](https://registry.agentskit.io/agents/security-breach-notification-drafter): Notice typed. Breach notices. Typed v1 agent with eval coverage. Install: `npx agentskit add security-breach-notification-drafter`.
- [NIST Compliance Gap](https://registry.agentskit.io/agents/security-compliance-gap-nist): Gaps typed. NIST gaps. Typed v1 agent with eval coverage. Install: `npx agentskit add security-compliance-gap-nist`.
- [CVE Impact](https://registry.agentskit.io/agents/security-cve-impact): Impact typed. CVE impact unclear. Typed v1 agent with eval coverage. Install: `npx agentskit add security-cve-impact`.
- [Incident Timeline](https://registry.agentskit.io/agents/security-incident-timeline): Timeline typed. IR timelines manual. Typed v1 agent with eval coverage. Install: `npx agentskit add security-incident-timeline`.
- [Log Anomaly](https://registry.agentskit.io/agents/security-log-anomaly): Anomalies typed. Log anomalies. Typed v1 agent with eval coverage. Install: `npx agentskit add security-log-anomaly`.
- [Malware Report Interpreter](https://registry.agentskit.io/agents/security-malware-report-interpreter): Summary typed. Malware reports opaque. Typed v1 agent with eval coverage. Install: `npx agentskit add security-malware-report-interpreter`.
- [Pentest Finding Triage](https://registry.agentskit.io/agents/security-pentest-finding-triage): Triage typed. Pentest noise. Typed v1 agent with eval coverage. Install: `npx agentskit add security-pentest-finding-triage`.
- [Phishing Triage](https://registry.agentskit.io/agents/security-phishing-triage): Triage typed. Phishing reports. Typed v1 agent with eval coverage. Install: `npx agentskit add security-phishing-triage`.
- [Security Policy Drafter](https://registry.agentskit.io/agents/security-policy-drafter): Policy typed. Policies manual. Typed v1 agent with eval coverage. Install: `npx agentskit add security-policy-drafter`.
- [Red Team Debrief](https://registry.agentskit.io/agents/security-red-team-debrief): Debrief typed. Red team debriefs. Typed v1 agent with eval coverage. Install: `npx agentskit add security-red-team-debrief`.
- [SIEM Alert Grouper](https://registry.agentskit.io/agents/security-siem-alert-grouper): Groups typed. Alert noise. Typed v1 agent with eval coverage. Install: `npx agentskit add security-siem-alert-grouper`.
- [Third-party Risk](https://registry.agentskit.io/agents/security-third-party-risk): Assessment typed. Vendor risk. Typed v1 agent with eval coverage. Install: `npx agentskit add security-third-party-risk`.
- [Threat Intel Brief](https://registry.agentskit.io/agents/security-threat-intel-brief): Brief typed. Threat intel scattered. Typed v1 agent with eval coverage. Install: `npx agentskit add security-threat-intel-brief`.
- [Vuln Prioritizer](https://registry.agentskit.io/agents/security-vuln-prioritizer): Priority typed. Vuln backlog. Typed v1 agent with eval coverage. Install: `npx agentskit add security-vuln-prioritizer`.
- [Bug Repro Guide](https://registry.agentskit.io/agents/support-bug-repro-guide): Repro steps typed. Bugs without repro. Typed v1 agent with eval coverage. Install: `npx agentskit add support-bug-repro-guide`.
- [Churn Risk Scorer](https://registry.agentskit.io/agents/support-churn-risk-scorer): Risk score typed. Silent churn. Typed v1 agent with eval coverage. Install: `npx agentskit add support-churn-risk-scorer`.
- [CSAT Response Drafter](https://registry.agentskit.io/agents/support-csat-response-drafter): Response draft typed. Negative CSAT slow. Typed v1 agent with eval coverage. Install: `npx agentskit add support-csat-response-drafter`.
- [Escalation Drafter](https://registry.agentskit.io/agents/support-escalation-drafter): Turns a ticket + agent notes into a TYPED internal escalation draft (impact / tried / need / SLA). A deterministic PII backstop re-scans every field and strips raw email / phone / ids the model leaked; always a draft for the agent to review before posting. Install: `npx agentskit add support-escalation-drafter`.
- [Feature Request Clusterer](https://registry.agentskit.io/agents/support-feature-clusterer): Clusters typed. FRs scattered. Typed v1 agent with eval coverage. Install: `npx agentskit add support-feature-clusterer`.
- [Account Health Summary](https://registry.agentskit.io/agents/support-health-summary): Health summary typed. Account reviews manual. Typed v1 agent with eval coverage. Install: `npx agentskit add support-health-summary`.
- [KB Searcher](https://registry.agentskit.io/agents/support-kb-searcher): Matches a support ticket to the top knowledge-base articles as TYPED hits with a 1-5 confidence score. Optional retriever grounds answers in YOUR corpus — only retrieved candidates can be cited; never invents an article (returns noMatch + a suggested topic instead). Install: `npx agentskit add support-kb-searcher`.
- [Macro Suggester](https://registry.agentskit.io/agents/support-macro-suggester): Macro draft typed. Repetitive replies. Typed v1 agent with eval coverage. Install: `npx agentskit add support-macro-suggester`.
- [Multilingual Reply Drafter](https://registry.agentskit.io/agents/support-multilang-reply-drafter): Reply draft typed. i18n support slow. Typed v1 agent with eval coverage. Install: `npx agentskit add support-multilang-reply-drafter`.
- [Onboarding Gap Finder](https://registry.agentskit.io/agents/support-onboarding-gap-finder): Gaps typed. Onboarding failures. Typed v1 agent with eval coverage. Install: `npx agentskit add support-onboarding-gap-finder`.
- [Refund Evaluator](https://registry.agentskit.io/agents/support-refund-evaluator): Decision + rationale typed. Refund decisions inconsistent. Typed v1 agent with eval coverage. Install: `npx agentskit add support-refund-evaluator`.
- [SLA Breach Alerter](https://registry.agentskit.io/agents/support-sla-breach-alerter): Alert typed. SLA misses late. Typed v1 agent with eval coverage. Install: `npx agentskit add support-sla-breach-alerter`.
- [Triage Bot](https://registry.agentskit.io/agents/support-triage-bot): Classifies an inbound support ticket by topic + severity (P1-P4) + queue with TYPED output, and a deterministic red-flag net that forces P1 on outage / data-loss / security language (the model can only raise severity, never bury a P1). Install: `npx agentskit add support-triage-bot`.

## Machine-readable resources

- [Registry index](https://registry.agentskit.io/r/index.json)
- [Deterministic site config](https://registry.agentskit.io/deterministic/site-config.json)
- [Deterministic knowledge artifact](https://registry.agentskit.io/deterministic/knowledge.json)
- [Full agent context](https://registry.agentskit.io/llms-full.txt)
- [Sitemap](https://registry.agentskit.io/sitemap.xml)
- [MCP endpoint](https://registry.agentskit.io/api/mcp)