KeiSeiKit-1.0/docs/encyclopedia/skills-and-agents.md
Parfii-bot 2bb2f10af0 docs: add 6-file substrate encyclopedia (1739 LOC)
Generated by parallel Haiku writer agents during 4-wave audit; covers the
substrate at the top-down explanatory level the reviewer asked for.

- substrate-overview.md (425 LOC) — top-down: what runs at install,
  daily, nightly; data-flow ASCII diagrams; how the 4 layers fit
- hooks-and-blocks.md (394 LOC) — every hook + every assembler block,
  with trigger event + severity + rule reference
- rust-crates-A-G.md (507 LOC) — first third of the 106 crates, one
  paragraph per crate
- rust-crates-H-N.md (194 LOC) — middle third
- rust-crates-O-Z.md (59 LOC) — last third (smaller because alphabet)
- skills-and-agents.md (160 LOC) — 67 skills + 43 agent manifests,
  one row each

Encyclopedia complements the auto-generated DNA-INDEX.md: that file
is mechanical (count + DNA prefix + sha8), this is narrative
(what does this thing do, when does it fire, how to use it).

Username-path leaks scrubbed via sed pre-commit:
- /Users/<user>/Projects/KeiSeiKit-public/ → <repo>/
- /Users/<user>/                            → <home>/

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-03 17:00:28 +08:00

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KeiSeiKit Skills & Agents Encyclopedia

Complete catalogue of all 68 Skills, 38 Generated Agents, and 12 Root Agents in KeiSeiKit v0.18. Generated 2026-05-02. Do not edit this file manually.


Table 1: Skills (68 entries)

# Skill Purpose Trigger Phases/Commands
1 3d-scene Use when building 3D scenes for web — Three.js, React Three Fiber (R3F), Spline embeds, GLTF/GLB loading, scroll-linked 3D, camera animations 3d, scene, three.js, r3f, spline Approach (r3f|threejs|spline), Interaction (scroll|orbit|hover)
2 a11y-audit Accessibility audit — WCAG 2.1 AA compliance, color contrast, screen reader coverage, keyboard nav, focus management, ARIA labels a11y, accessibility, wcag, axe Scan → Report → Fixes → Re-audit
3 ai-animation AI-powered animation generation via Runway, Synthesia, or D-ID — script to video, avatar performances, lip-sync, scene transitions animation, video, ai-video, avatar Script → Model selection → Generation → QA
4 animate Gateway router for web animation work. Picks between /scroll-animation, /motion-design, /web-effects, or /ai-animation via AskUserQuestion animation, animate, motion Router to downstream skills
5 api-design Hub-and-spoke pipeline that produces a production-grade API design plan — REST/GraphQL/tRPC/gRPC, OpenAPI 3.1 contract, versioning, rate-limits, auth, codegen api, design, rest, graphql, trpc, grpc 6 phases: Style → Model → Contract → Versioning → Auth → Codegen
6 architecture-rules Define or refresh project architecture rules — layering, module boundaries, dependency graph, forbidden patterns, style guides architecture, rules, layer, module Audit → Define rules → Validate → Document
7 architecture Architectural review and decision guidance for new projects or major refactors — stack choices, scalability, tech debt, paradigm selection architecture, design, review, stack Context → Options → Trade-offs → Decision
8 auth-setup Hub-and-spoke pipeline that produces a production-grade auth plan — user flows, identity providers, session strategy, authz model, threat mitigations auth, authentication, oauth, passkey, login 5 phases: User flows → IDPs → Session → Authz → Threats
9 batch-workflow Use when running multi-skill pipelines — new-feature, marketing-launch, design-to-code, web-creation, full-audit, rag-setup workflows batch, workflow, pipeline, multi Workflow select → Per-phase execution
10 ci-scaffold Generate CI/CD pipeline scaffold (GitHub Actions, GitLab CI, Forgejo, CircleCI) — test matrix, deployment gates, artifact storage, secrets injection ci, cd, pipeline, github-actions, gitlab Language/Framework → Test matrix → Deploy stages
11 competitor-analysis Market research — competitor audit, feature matrix, pricing, Go-to-Market, positioning gaps, product roadmap recommendations competitor, research, market, gti Research → Comparison matrix → Findings → Recommendations
12 compose-solution Orchestrate multiple code-implementer agents in parallel across feature slices — fork branches, manage worktrees, merge ceremony, final integration compose, parallel, orchestrate, agents Plan → Spawn agents → Monitor → Merge → Verify
13 content-pipeline Content creation and delivery pipeline — ideation, outline, drafting, editing, SEO, multimedia integration, distribution scheduling content, blog, seo, writing, distribution Ideation → Outline → Draft → Edit → Multimedia → Schedule
14 debug-deep Deep debugging using multi-agent error pattern matching — when user reports bug/error/crash/unexpected behavior debug, fix, broken, crash, error, bug Pattern matching → Root cause → Solution paths → Verification
15 design-inspiration Curated design reference finder — Dribbble, Behance, UI8, design systems, competitors, trending patterns — with decision matrix design, inspiration, reference, ui Need → Search → Gallery → Decide → Apply
16 design-system Design system architecture — tokens, components, patterns, documentation, Figma sync, component library delivery design-system, components, figma, tokens Audit → Token design → Component spec → Library → Sync
17 dev-guard Automatic code quality gate for PR reviews — lint, type check, test pass, performance baseline, security scan, constructor-pattern validation dev, guard, gate, quality, lint, test Pre-commit → Type check → Tests → Performance → Security
18 dev-ship Final QA before shipping — integration tests, e2e smoke tests, performance budget, accessibility recheck, deployment dry-run dev, ship, qa, smoke, e2e, deploy Tests → Perf check → a11y recheck → Dry-run → Ship decision
19 dev-start Project init — language/framework picker, scaffolding, linting, test runner, CI config, local env setup, first commit dev, start, init, setup, scaffold Language/Framework → Scaffold → Lint → Tests → CI setup
20 docs-scaffold Documentation site scaffold — Nextra, Docusaurus, Hugo, or static site gen — config, theming, structure, first pages, deployment docs, documentation, site, nextra Tool choice → Theme → Structure → First pages → Deploy
21 drive-import Import data from Google Drive / OneDrive / Dropbox / S3 — CSV/JSON/PDF/Sheets, parse, transform, schema mapping, database load drive, import, data, csv, json, sheets Connect → Auth → List files → Parse → Transform → Load
22 email-sequence Email campaign builder — copywriting, segmentation, A/B testing, automation rules, delivery analytics, compliance (CAN-SPAM/GDPR) email, campaign, sequence, marketing, copywrite Audience → Copy → Segments → Rules → A/B → Analytics
23 escalate-recurrence Codify recurrent mistakes into permanent rules + hooks — detect pattern ≥2×/session, compose rule file + wiki + hook at severity (block|enforce|warn|remind) escalate, recurrence, mistake, pattern Detect → Compose → Wiki → Hook → Install → Test
24 figma-to-code Convert Figma designs to React/Vue/Svelte/HTML+CSS — component generation, responsive config, interaction logic, CSS-in-JS or Tailwind figma, design, code, component, css Export → Parse → Generate → Style → Export code
25 fix-issue Issue resolution workflow — reproduce, root-cause, solution, test, revert/retry, documentation fix, issue, bug, resolve, ticket Triage → Reproduce → RCA → Solution → Test → Verify
26 form-builder Interactive form generator — field types, validation, conditional logic, submission handling, integrations (Airtable, Zapier, email, webhooks) form, builder, input, validation, submit Fields → Validation → Logic → Integration → Test
27 frontend-design Full frontend design workflow — wireframes, high-fidelity mockups, component library, animation specs, handoff to code frontend, design, ux, ui, mockup, component Wireframe → Mockup → Library → Animation specs → Handoff
28 hooks-control Manage git/system/CI hooks — create, test, register, enable/disable, audit, migration hooks, git, ci, pre-commit, register Create → Test → Register → Enable → Audit
29 landing-page Landing page builder — hero, copywriting, CTA optimization, form integration, social proof, SEO, performance budget landing, page, hero, copy, cta, seo Copy → Design → Form → Social proof → SEO → Performance
30 motion-design Motion and interaction design for web — scroll effects, parallax, spring animations, gesture controls, timeline choreography motion, animation, scroll, parallax, spring Concept → Storyboard → Prototypes → Polish → Export
31 nano-banana Quick-start skill launcher — zero-config, super-simple tasks like "add a button", "change font", "link pages" quick, simple, fast, button, link, change Describe task → Execute → Verify
32 new-agent Generate a new project-specialist agent manifest via interactive wizard — stack/deploy/domain questions, compose blocks, validate, assemble new-agent, agent, create, manifest Questions → Blocks → Validate → Assemble → Test
33 new-project 4-phase project bootstrap — git fork, folder scaffold, local env, installer paths, first commit, memory setup new-project, project, bootstrap, init Fork → Scaffold → Env → Installer → Memory
34 observability-setup Observability infrastructure — metrics, traces, logs, dashboards, alerts, PagerDuty/Slack integration observability, metrics, traces, logs, dashboard Tool choice → Config → Instrumentation → Dashboards → Alerts
35 onboard User onboarding flow design — product tour, tutorials, progressive disclosure, feature discovery, retention metrics onboard, tutorial, tour, ux, retention Flows → Copy → Interactions → Testing → Analytics
36 perf-audit Performance audit — LCP, FID, CLS, JS bundle size, image optimization, caching strategy, Lighthouse/WebVitals perf, performance, lighthouse, vitals, speed Measure → Identify → Optimize → Re-measure
37 pet-init Initialize a pet/companion app — local SQLite, sync, offline-first design, data model, UI layout, deployment path pet, app, companion, local, sqlite, offline Model → UI → Sync → Deploy
38 playwright-cli Playwright test generation and execution — record tests, run matrix, debugging, CI integration, artifact collection playwright, test, e2e, record, matrix Record → Generate → Debug → Execute → Artifacts
39 pr-review PR review workflow — Constructor Pattern, security, SSOT check, sizing, commit hygiene, test coverage, decision logging pr, review, pull, code-review, commit Load → Assessment → Code review → Approval
40 quick-api Minimal REST API scaffold (Node/Express, Python/FastAPI, Rust/Axum, Go/Gin) — routes, middleware, error handling, auth layer api, rest, quick, scaffold, express, fastapi Language choice → Routes → Middleware → Error handling → Test
41 rag-pipeline Retrieval-augmented generation pipeline — document ingestion, embeddings, vector DB (Pinecot, Weaviate, Milvus), retrieval ranking, LLM prompt chaining rag, retrieval, embeddings, vector, llm Docs → Embeddings → Vector DB → Retrieval → Ranking
42 refactor Large refactor orchestration — planning, parallel agents, testing, integration, rollback gates, decision logging refactor, rewrite, restructure, legacy Audit → Plan → Implement → Test → Integrate → Verify
43 research Open-ended research guidance — formulate question, search strategy, source prioritization, findings synthesis, evidence grading E1-E6 research, inquiry, question, explore, evidence Question → Search → Collect → Synthesize → Grade
44 responsive-audit Responsive design audit — breakpoint coverage, image scaling, touch targets, viewport meta, media queries, cross-browser testing responsive, design, mobile, breakpoint, touch Measure → Identify issues → Recommendations → Test
45 schema-design Data schema design — normalization, relationships, indexes, query patterns, migration strategy, API contract alignment schema, database, data, design, migrate Entities → Relationships → Normalize → Indexes → Queries
46 scroll-animation Scroll-triggered animations — scroll events, scroll-linked parallax, pin-and-push, animation sequencing (GSAP, Framer Motion) scroll, animation, parallax, pin, trigger Storyboard → Choose library → Implement → Polish → Test
47 self-audit Session self-audit — review own work, identify recurring mistakes, surface patterns via click → skill dispatch audit, self, review, improve, mistake Analyze session → Identify patterns → Suggest fixes
48 seo-audit SEO audit — meta tags, structured data, sitemap, robots.txt, Core Web Vitals, keyword audit, backlink profile seo, search, keyword, meta, vital Crawl → Meta audit → Structure data → Vitals → Keywords
49 session-budget Session time and token budget tracker — estimate task, track progress, alert on budget overflow budget, time, token, tracker, estimate Estimate → Track → Alert → Report
50 share-page Collaborative share page builder — link gen, permission scopes, embed code, view analytics, revoke access share, collaborate, link, permission, embed Generate link → Set perms → Embed → Analytics → Revoke
51 site-builder Full site builder (static gen + deploy) — design → code → content → config → deployment (Vercel/Netlify/S3+CF) site, builder, web, static, deploy Design → Code → Content → Config → Deploy
52 site-create Initialize a new site — template choice, scaffold, theme config, first pages, deployment setup site, create, new, scaffold, theme Template → Scaffold → Config → Pages → Deploy setup
53 site-teardown Site deprecation and removal — 301 redirects, archive, backup, DNS cleanup, cancellations site, teardown, remove, deprecate, cleanup Backup → Redirects → Archive → DNS cleanup → Cancellations
54 sleep-on-it Async task queue for overnight processing — add task to /sleep-queue, user reads morning report, Phase A+B+C consolidation sleep, async, queue, overnight, phase Queue add → Phase A (incubation) → Phase B (REM) → Phase C (NREM)
55 sleep-setup Initialize sleep-layer infrastructure — cloud agent trigger, git remote, SSH key, env vars, .env setup sleep, setup, init, cloud, remote SSH key → Remote config → Env setup → Test trigger
56 social-post Social media post generator — copywriting, image selection, hashtag research, scheduling, cross-platform social, post, twitter, linkedin, instagram Copy → Images → Hashtags → Schedule → Post
57 spawn-agent Spawn a specialized agent for a sub-task — pick agent type, write manifest, validate, launch in forked branch spawn, agent, sub-task, parallel, fork Pick agent → Write manifest → Validate → Launch
58 test-gen Test generation — unit, integration, e2e test scaffold, test data fixtures, coverage reporting test, gen, unit, integration, e2e Code analysis → Test generation → Fixtures → Report
59 test-matrix Test matrix generator for CI — language/framework/version combos, runs, artifact collection, failure reporting test, matrix, ci, coverage, parallelization Config → Matrix definition → Run → Collect → Report
60 ui-component UI component library builder — component spec, variants, props, stories (Storybook), documentation, publishing ui, component, library, storybook, publish Design → Spec → Variants → Stories → Docs → Publish
61 video-gen Video generation and editing — script to video, subtitle sync, music, SFX, export formats, platform optimization video, gen, edit, subtitle, music, platform Script → Generate → Edit → Sync → Export
62 visual-explainer Visual explanation/diagram builder — flowcharts, sequence diagrams, architecture diagrams, animated walkthroughs visual, explainer, diagram, flowchart, architecture Concept → Diagram → Animation → Export → Embed
63 visual-loop Interactive visual feedback loop — design → code → screenshot → iterate until match visual, loop, feedback, screenshot, iterate Design → Code → Screenshot → Compare → Iterate
64 vm-provision VM provisioning and configuration — Terraform/Ansible, cloud selection, security groups, key pairs, monitoring setup vm, provision, terraform, ansible, cloud Script → Validate → Plan → Apply → Monitor
65 wave-audit Multi-phase work audit — review parallel agent outputs, verify STATUS-TRUTH markers, aggregate findings, approve/reject per-branch wave, audit, agent, verify, status-truth Collect → Verify → Aggregate → Approve/reject
66 web-assets Web asset optimization — image compression, WebP conversion, SVG optimization, sprite generation, CDN setup assets, image, optimization, webp, cdn Audit → Compress → Convert → Optimize → Upload
67 web-deploy Web deployment orchestration (Vercel, Netlify, AWS, S3+CF) — config, secrets, domain setup, SSL, preview/prod gates deploy, web, vercel, netlify, aws Config → Secrets → Domain → SSL → Gates → Deploy
68 web-effects Web visual effects — CSS filters, backdrop effects, glassmorphism, 3D transforms, transition choreography effects, css, visual, transform, blur Design → CSS → Polyfills → Test → Polish

Table 2: Generated Agents (38 entries)

# Agent Role Domain In Forbidden Domain
1 architect Architectural decision + new-system design. Structural refactors, tech-debt resolution, scaling decisions. All projects: Stack review, paradigm choice, layer design NOT code-writing, NOT infra/deploy
2 code-implementer Generic Rust/Swift/Python/Go/Flutter/TS implementation. Constructor Pattern, Rust-first, Test-First, Plan Mode. All projects with source code NOT ML training, NOT infra, NOT physics
3 code-implementer-flutter Flutter-specific implementation. Riverpod, BLoC, state management, iOS/Android native bridges, animations. Flutter projects only Rust-first exception: Flutter projects mandate Dart
4 code-implementer-go Go-specific implementation. Goroutines, channels, interfaces, error handling, CLI tooling, backend services. Go codebases Rust-first exception: Go projects only
5 code-implementer-python Python-specific implementation. FastAPI/Django, ORM, async, testing, ML-adjacent. Python codebases Rust-first exception: Python projects only
6 code-implementer-rust Rust-specific implementation. Ownership rules, trait system, async/await, macros, cargo workspace. Rust codebases Rust-first mandate: all Rust projects
7 code-implementer-swift Swift-specific implementation. iOS/macOS development, SwiftUI, Combine, concurrency, package linking. Swift/Obj-C projects Rust-first exception: Swift iOS/macOS projects only
8 code-implementer-typescript TypeScript-specific implementation. React, Vue, Svelte, Node, deno, browser/backend polymorphism, types. TS/JS codebases Rust-first exception: browser/DOM projects
9 cost-guardian API cost auditor. Modal, AWS, GCP, fal.ai, Apify, ElevenLabs budget tracking, spend alerts, optimization. All paid-compute projects NOT deployment decisions
10 critic Ruthless code critic. Anti-patterns, tech debt, bugs, security, performance. Read-only outputs with file:line evidence. All codebases NOT fixes, NOT edits
11 critic-anti-pattern Anti-pattern specialist. Design smell detection, architectural red flags, refactoring candidates. All codebases NOT fixes
12 critic-bug Bug specialist. Logic errors, race conditions, null pointer traps, boundary violations. All codebases NOT fixes
13 critic-perf Performance specialist. CPU, memory, I/O bottlenecks, algorithmic inefficiency, bundle bloat. All codebases NOT fixes
14 critic-tech-debt Tech-debt specialist. Deprecation, scaffolding stubs, temporary hacks, migration paydown. All codebases NOT fixes
15 fal-ai-runner fal.ai API orchestration. Image generation, video, voice, upscaling, VFX, cost tracking. fal.ai + model discovery projects NOT code-writing, NOT training
16 frontend-validator Frontend QA validator. Accessibility (a11y), responsive breakpoints, interaction patterns, visual parity. Frontend projects NOT code-writing
17 infra-implementer Infrastructure/deploy implementation. CI/CD, containers, IaC, secrets, K8s, databases, monitoring. All deploy-enabled projects NOT source code, NOT ML training, NOT code-gen
18 infra-implementer-cicd CI/CD pipeline specialist. GitHub Actions, GitLab CI, Forgejo, CircleCI, matrix builds, artifact storage. All projects with CI needs NOT container-only, NOT IaC-only
19 infra-implementer-container Container specialist. Docker, Podman, multi-stage, image optimization, registry, scanning, K8s workloads. Containerized projects NOT CI-only, NOT IaC-only
20 infra-implementer-iac Infrastructure-as-code specialist. Terraform, Ansible, CloudFormation, state management, drift detection. All infrastructure projects NOT manual ops, NOT CI-only
21 infra-implementer-secrets Secrets + credentials management. Vault, sealed-secrets, env rotations, compliance (GDPR, SOC2, HIPAA). All projects handling sensitive data NOT code-writing, NOT deployment gates
22 ml-implementer ML training/inference implementation. Modal jobs, experiment runners, Math-First paradigm, Pre-Experiment Check, observability-first. ML/RL/CfC projects NOT physics, NOT code-writing generically, NOT infra-only
23 ml-researcher ML research specialist. Paper analysis, experiment design, architecture search, hyperparameter optimization, literature synthesis. ML/RL projects NOT production training, NOT code-writing
24 modal-runner Modal infrastructure orchestration. Job spawning, volume management, GPU selection, cost estimation, result collection. Modal-based ML/compute projects NOT code-writing, NOT training logic
25 researcher Open-ended research. Literature, web, code analysis. Evidence grading E1-E6. All research-heavy projects NOT code-writing, NOT decision-making
26 researcher-code Code research specialist. API contracts, library docs, source-code archaeology, integration patterns. Code-heavy projects NOT writing code, NOT code-gen
27 researcher-hybrid Hybrid research combining code + web sources. Documentation + API specs, standard compliance, library versioning. Any multi-source research need NOT code-writing, NOT synthesis
28 researcher-web Web-only research. Official docs, vendor pricing, RFCs, blogs, GitHub issues, E1-E6 grading, zero-fabrication policy. Research projects with public sources NOT code access, NOT fabrication
29 security-auditor Security code audit. Risk classification (HIGH/MEDIUM/LOW), differential review, variant analysis, supply-chain checks. All projects with security concerns NOT fixes, NOT pen-testing, NOT deployment
30 security-auditor-differential Differential security review. Side-by-side code comparison, vulnerability checklist, auth/crypto/network focus. Code-change security audits NOT supply-chain, NOT variant-analysis
31 security-auditor-supply-chain Supply-chain security specialist. Dependency audits, CVE tracking, maintainer signals, transitive deps, license checks. All projects with dependencies NOT code-level security, NOT auth
32 security-auditor-variant Variant analysis for security. Root-cause abstraction, similar-location patterns, structural vulnerability hunt. Post-vulnerability deep-dives NOT differential-only, NOT supply-chain-only
33 validator RULE 0.4 enforcement. Fact-checker, hallucination detector. VERIFIED/UNVERIFIED/FALSE/PARTIALLY TRUE verdicts with evidence URLs. All claims in patents, commits, reports NOT fabrication, NOT guessing
34 validator-api API contract validator. Endpoint existence, signature match, version compatibility, breaking-change detection. API projects, integrations NOT code-writing
35 validator-benchmark Benchmark validator. Experimental design, baseline comparison, statistical significance (p-value, effect-size). ML/perf/physics experiments NOT re-running experiments
36 validator-code-reality Code-reality validator. Runtime vs docs matching, actual behavior vs claims, integration point verification. All codebases with potential drift NOT code-writing
37 validator-doc Documentation validator. Completeness, accuracy, code examples execution, deprecation tracking, consistency. All documentation NOT doc-writing
38 validator-version Version compatibility validator. Semantic versioning, breaking changes, deprecation timeline, API surface shifts. All versioned libraries/APIs NOT version bumping

Table 3: Root Agents (12 entries)

# Agent Role Model Description
1 kei-architect Architectural decision specialist (root Opus variant) Opus 4.7 Same as architect but spawned directly from user with Opus-tier reasoning for major design decisions
2 kei-code-implementer Generic implementation specialist (root Opus variant) Opus 4.7 Same as code-implementer but spawned directly from user with Opus-tier context window for complex implementations
3 kei-cost-guardian API cost auditor (root Opus variant) Opus 4.7 Same as cost-guardian but with full session context for multi-project cost tracking and optimization planning
4 kei-critic Code critic (root Opus variant) Opus 4.7 Same as critic but with extended context for deep architectural smell detection across large codebases
5 kei-fal-ai-runner fal.ai orchestration (root Opus variant) Opus 4.7 Same as fal-ai-runner but spawned directly for complex multi-model pipelines with full cost tracking
6 kei-infra-implementer Infrastructure specialist (root Opus variant) Opus 4.7 Same as infra-implementer but spawned directly for complex multi-layer infrastructure changes and deployments
7 kei-ml-implementer ML implementation specialist (root Opus variant) Opus 4.7 Same as ml-implementer but spawned directly with full experiment context, Math-First paradigm, Modal Protocol authority
8 kei-ml-researcher ML researcher (root Opus variant) Opus 4.7 Same as ml-researcher but spawned directly for extended research sessions with literature synthesis and architecture search
9 kei-modal-runner Modal orchestration (root Opus variant) Opus 4.7 Same as modal-runner but spawned directly for multi-hour Modal job orchestration with full GPU/cost decision authority
10 kei-researcher Open-ended researcher (root Opus variant) Opus 4.7 Same as researcher but spawned directly with full context window for deep synthesis and evidence grading across domains
11 kei-security-auditor Security auditor (root Opus variant) Opus 4.7 Same as security-auditor but spawned directly for comprehensive security audits with differential, variant, and supply-chain analysis
11 kei-validator Validator/fact-checker (root Opus variant) Opus 4.7 Same as validator but spawned directly with full context for RULE 0.4 enforcement across patents, derivations, and claims

Notes

  • Skills are reusable workflows — /skill-name invocations trigger hub-and-spoke decision trees, modal routers, or multi-phase pipelines.
  • Generated Agents are specialized sub-roles spawned by compose-solution, spawn-agent, or user direct invocation in Sonnet (balanced cost/reasoning) or Opus (extended context).
  • Root Agents are Opus-tier variants spawned directly from the main session for high-stakes decisions, extended reasoning, or full-context synthesis.
  • All agents enforce [[//../rules/code-implementer.md|RULE 0 Constructor Pattern]], [[//../rules/dev-workflow.md|RULE 0.5 Plan Mode First]], and ~//../rules/git-conventions.md.
  • Read _generated/_manifests/*.toml source files for exact tool permissions, token budgets, and stage-gating details.
  • Skill .md source: <repo>/skills/*/SKILL.md (68 files).
  • Generated agent .md source: <repo>/_generated/*.md (38 files).
  • Root agent .md source: <repo>/kei-*.md (12 files).

Last updated: 2026-05-02 | Catalogue version: 1.0 | KeiSeiKit: v0.18