AI Agent Workflow Collection

Observability and reliability engineering specialist. Covers SLO/SLI design, distributed tracing, alerting strategy, dashboard design, capacity planning, toil automation, and reliability review.

Beamer slide generation with code-first figures, outline checkpoint, audience-aware rhetoric, Devil's Advocate slides, code blocks, and transition slides. Adapted from Scott Cunningham's beautifuldeck approach.

Create a new oracle via maw bud — yeast-colony reproduction. Use when user says "bud", "new oracle", "create oracle", "spawn oracle", or wants to create a new permanent oracle from the current one.

UNIVERSAL TRIGGER: Use when user wants to GET/FETCH/RETRIEVE any data FROM Bugsnag.

Open the Session Cartographer Explorer web UI for visual browsing of session history.

Craft CMS 5 plugin and module development — extending Craft with PHP. Covers the full extend surface: elements, element queries, services, models, records, project config, controllers, CP templates, migrations, queue jobs, console commands, field types, native fields, events, behaviors, Twig extensions, utilities, widgets, filesystems, permissions, debugging, testing, GraphQL, and Craft configuration (config/app.php, config/general.php, Redis, SMTP, database replicas). Triggers on: beforePrepare(), afterSave(), defineSources(), defineTableAttributes(), attributeHtml(), MemoizableArray, getConfig(), handleChanged, $allowAnonymous, $enableCsrfValidation, BaseNativeField, EVENTDEFINENATIVEFIELDS, FieldLayoutBehavior, EVENTREGISTER, EVENTDEFINE, EVENTBEFORE, EVENTAFTER, CraftVariable, registerTwigExtension, DefineConsoleActionsEvent, PHPStan, Pest, plugin development, module development, custom element type, custom field type, webhook, API endpoint, queue job, batch processing, data sync, migration, CP section, control panel, Craft plugin, Craft module, extending Craft, element action, element exporter, element condition, dashboard widget, utility page, permissions, registerUserPermissions, requirePermission, GraphQL custom types, GraphQL custom mutations, GraphQL schema building, Rector, Craft 4 to 5, upgrade plugin, CI/CD, GitHub Actions, GitLab CI, custom validator, defineRules, EVENTAUTHORIZEVIEW, EVENTAUTHORIZESAVE, canView, canSave, canDelete, element authorization, defense-in-depth, query scoping, EVENTBEFOREPREPARE, session invalidation, passwordResetRequired, elevated session, Table::SESSIONS, custom field type build, field type development, normalizeValue, serializeValue, inputHtml, BaseCondition, ElementCondition, condition rule, condition builder, system messages, composeFromKey, email sending, Mailer, deployment, zero-downtime deploy, atomic deploy, craft up, project-config/apply, allowAdminChanges, drafts, revisions, provisional draft, canCreateDrafts, applyDraft, getIsDraft, getIsRevision, App::env, App::parseEnv, CRAFTCPTRIGGER, CRAFTDEVMODE, CRAFTALLOWADMINCHANGES, GeneralConfig, config precedence, cpTrigger. Always use when writing, editing, or reviewing any Craft CMS plugin or module PHP code — even when the user asks about plugin architecture, Craft internals, or extending Craft without naming specific APIs. Do NOT trigger for front-end Twig templates, content modeling decisions, site-building without PHP, or consuming GraphQL/headless APIs from front-end frameworks (Next.js, Nuxt, Astro) — those belong in craft-site.

Manage participant relationships - thank-yous, updates, re-engagement, and advocacy…

Reflect on the improvement loop itself. Examine the trail, surface recurring findings, blind spots, methodology effectiveness, and what the loop has been ignoring. Meta-improvement - improving the improvement process. USE WHEN: reflect, retrospective, what are we missing, blind spots in the loop, why does this keep recurring, hansei, examine the trail, meta-improvement, loop critique, what hasnt worked, why is the score plateauing.

Single-option 10-order knock-on effect tracing for decisions and changes.

LEAP: LLM Engineered Application Pattern. Use when the user says 'build the app', 'Read master.md', 'rewrite this project', or when you find a master.md in the project root. Generates all code from prompts, runs tests, serves the app. Can also convert existing codebases into LEAP format.

Automated remediation agent for known failure patterns. Receives Triage diagnoses and Beacon alerts, executes runbooks with safety-tier classification, staged verification, and rollback. Use when automated incident remediation is needed.

Autonomous loop runner for nexus-autoloop. Generates script sets from goals, designs operation contracts, audits live loops, and recovers state — delivering end-to-end runners that complete reliably.

Meta-visualization agent that gamifies the agent ecosystem. Phaser-based 2D office simulations, real-time XP/rank-up effects, interactive HTML maps, character sheets, quest boards, and badge systems.

Reclaim a stuck loop from a dead or unresponsive owner. Check reclaim candidacy, prompt confirmation, atomically take ownership and increment generation. TRIGGERS - autoloop reclaim, recover stuck loop, take over dead loop, seize ownership.

Zyte API integration. Manage data, records, and automate workflows. Use when the user wants to interact with Zyte API data.

Kennis en werkwijze voor ACF field groups in het Outlawz Radicle project — aanmaken via wp acorn make:acf, structuur van fields, location en options.

Guru — Investigación técnica con Context7 +…