boxbrain-2

Token-efficient tracking for AI orchestration. CLI-first for status updates (~50 tokens), agent fallback for complex ops (~1KB). Use when: updating task status, querying blockers, creating progress files, validating phases.

Use when changing artifact identity, versioning, manifests, search/matching, content resolution, repository interfaces, or the local/enterprise DB split in the SkillMeat codebase (skillmeat/core/, skillmeat/cache/, skillmeat/storage/, skillmeat/sources/) — i.e. the informal "Registry Core" kernel this AOS has not yet named as a literal module. Trigger keywords: registry core, artifact identity, repository interface, IArtifactRepository, ICollectionRepository, RepositoryFactory, cache.db, SKILLMEAT_EDITION, alembic multi-head, schema drift, cli_snapshot.json, deprecation window, backward compatibility, breaking change to core. Do NOT use for CLI-surface/agent-facing command routing (use `skillmeat-cli`), for BOM/attestation authoring (use `asdlc-skillbom-builder`), or for bundle/deployment-set packaging (use `asdlc-sam-artifact-packager`).

Use when packaging SkillMeat artifacts (skills, agents, commands, context entities, bundles, deployment sets, or project-starter templates) for deployment or distribution — creating a bundle (`skillmeat bundle create`/`add-member`), building and publishing a `.skillmeat-pack` round-trip (`bundle build-pack`/`publish-pack`/`export`/`import`), assembling a deployment set (`deployment-set create`/`add-member`/`deploy`), registering a project-starter scaffold template (`template create`), deploying a single artifact (`skillmeat add`, `skillmeat deploy`), or taking a safety snapshot before a risky change (`skillmeat snapshot`/`rollback`). Covers local-collection vs enterprise-edition packaging differences and post-deploy verification. Do NOT use for generating BOM/attestation provenance — use `asdlc-skillbom-builder` first. Do NOT use for pre-packaging quality review — use `asdlc-skill-review-board` first.

Use when an agent needs to produce SkillBOM provenance for skills, agents, commands, or other SkillMeat artifacts — generating a BOM snapshot (`skillmeat bom generate`), signing or verifying it with Ed25519 (`skillmeat bom sign|verify|keygen`), wiring git hooks that link commits to BOM state (`skillmeat bom hook install`), inspecting materialization sidecars for parameterized deploys (`skillmeat bom materializations`), or recording an owner-scoped attestation (`skillmeat attest create|list|show`). Covers exactly what fields a SkillBOM entry carries, how BOM ties into git history, and the honest gaps in promotion/approval status and policy enforcement. Do NOT use this skill for packaging artifacts into bundles/deployment-sets/templates — use `asdlc-sam-artifact-packager` instead. Do NOT use for pre-packaging quality review — use `asdlc-skill-review-board` first.

Answer CCDash project-intelligence questions using the shipped MCP tools when available and the in-repo `ccdash` CLI otherwise. Use when the operator or another agent asks about project status, feature forensics, workflow failure patterns, after-action reports, session intelligence (transcripts, search, detail), runtime validation posture, CLI timeout or caching behavior, container project onboarding, watcher binding, or how to troubleshoot the shipped CCDash API/worker/MCP surfaces. Keep routing aligned with the current shipped runtime contract and repo docs.

Audits CHANGELOG coverage for a git commit range; read-only — surfaces gaps for human remediation. Use this skill before a version bump, in CI, or ad-hoc to verify that all non-trivial commits are reflected in the changelog. Co-loaded with the release skill on every /release:bump invocation. Does not write or modify any files; outputs structured gap reports and exit codes only.

Browser automation, debugging, and performance analysis using Puppeteer CLI scripts. Use for automating browsers, taking screenshots, analyzing performance, monitoring network traffic, web scraping, form automation, and JavaScript debugging.

Integrate Claude Agent SDK into Python apps with subscription OAuth, structured output, MCP tools, and provider abstraction. Captures production-validated patterns and bug workarounds. Use when adding Claude Agent SDK to a Python application, enabling Claude subscription auth (OAuth) alongside API key auth, building multi-turn agent workflows with tool use, integrating MCP tools, or setting up provider abstraction.

Run an Agent Review Council over a product, workflow, codebase, architecture, prompt, agent package, or GTM artifact. Produces evidence-backed structured findings, scorecard, risks, decision record, and validation plan.

Deploy CrowdStrike Falcon sensor on IBM-managed Linux hosts. Covers standalone RPM install on VMs and Helm DaemonSet on Kubernetes. Use when installing, configuring, or verifying CrowdStrike on any IBM Consulting host.

Route a (model, provider, effort, profile, task_class) tuple to an immutable RoutingRecord before any per-provider agentType is instantiated. Use when deciding WHERE to delegate (claude primary, ICA free-tier, Bob, Gemini, or Codex) based on cost, capability, determinism, and MUST-stay-primary boundaries. Emits a routing decision only; the chosen platform skill executes it.

Create, maintain, and review software application demos as versioned, executable product artifacts. Generates repeatable screenshots, browser walkthrough videos, animations, voiceover scripts, captions, thumbnails, talking points, and review reports from scenario manifests using Playwright + Remotion + FFmpeg pipelines. Use when the user asks to build/refresh/review a demo, capture screenshots or a walkthrough video, scaffold demo infrastructure, or wire demo workflows into CI. Dry-run first; only writes files on explicit apply/setup/initialize requests.

Guides the in-place upgrade of the live SkillMeat demo EC2 box to a new release on main. Use when running /deploy:demo-upgrade, deploying a new release to the enterprise demo box, performing a pre-flight migration audit, backing up the demo database, or verifying a post-deploy authed smoke path. Third person: this skill encodes the decision and safety logic for idempotent, repeatable in-place upgrades — not net-new EC2 provisioning.

Transform Markdown, YAML, and JSON artifacts into self-contained, interactive HTML pages (capsules). Capsules render planning docs, agent run logs, and skill cards with safe-HTML enforcement and vanilla JS interactivity. Use to render, validate, export, or capture agentic work as portable HTML artifacts for review and cross-project deployment.

Manage SkillMeat instance lifecycle across all editions (local, enterprise) and deployment methods (Docker Compose, AWS EC2, AWS Fargate, Azure Container Apps). Use this skill when registering instances, deploying locally or to cloud, checking instance health, updating deployed instances, backing up or restoring PostgreSQL data, or tearing down environments. Covers local development with compose.sh, AWS Terraform (dev-ec2, dev-fargate, staging, production), and Azure Terraform (dev-container-apps, staging, production).

Capture bugs/enhancements/ideas to request-logs. For quick operations use /mc command instead.

Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable feedback. Identifies when you avoid conflict, use filler words, dominate conversations, or miss opportunities to listen. Perfect for professionals seeking to improve their communication and leadership skills. Changes for tests

Publish hand-recorded demos (.mov / .mp4 / .gif) into the MkDocs site under docs/user/demos/. Auto-converts .mov to web-friendly .mp4, moves assets to the canonical location, drafts the demo page from a sidecar (when no markdown is provided), regenerates the demos nav (.pages) and index.md cards from frontmatter, then runs `mkdocs build --strict` to validate. Use when the user says "publish a demo", "I dropped a recording in the inbox", "add this gif to the docs site", or asks to refresh the demos index.

End-to-end release orchestration for SkillMeat. Routes five intents (version bump, regen openapi, regen SDK, audit coverage, rollover changelog) to the single linear release-orchestration workflow. Use when running /release:bump or coordinating a tagged release.

Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance.

Automatically detect source types and build AI skills using Skill Seekers. Use when the user wants to create or rebuild skills from documentation sites, GitHub repos, PDFs, videos, codebases, or other knowledge sources, or to export skills to vector databases. Works via the Skill Seekers MCP server when connected, and via the `skill-seekers` CLI as a fallback when it is not.

Manage SkillMeat and Claude Code environments through natural language. Use this skill for artifact discovery, deployment, management, bundle/scaffold operations, memory and context workflows, supply-chain security, versioning, authentication, attestation, and enterprise migration. Progressive disclosure: load only the workflow doc needed for the current intent.

Build VS Code extensions from scratch or convert existing JS/React/Vue apps. Supports commands, webviews (React/Vue), custom editors, tree views, and AI agent integration via file-bridge IPC. Use when user wants to create a VS Code extension, convert a web app to an extension, add webviews or custom UIs to VS Code, implement tree views, build custom file editors, integrate with AI agents, or package/publish extensions (.vsix).

Use this skill when authoring, modifying, or validating SkillMeat Dynamic Workflow scripts (.claude/workflows/*.js). Covers the full governed procedure: loading the master contract and per-workflow spec, choosing patterns from the pattern library, generating scripts against ExecutionGraph/ExecutionReport schemas, validating against the four-constraints checklist (no FS/shell in script, Mode D as boundary, edit-less reviewers, no Date.now/Math.random), syntax-check recipe (async-IIFE wrap for node --check), dry-run guidance, saving to .claude/workflows/, and registering in workflow-registry.md. Use whenever creating a new workflow, extending an existing one, or reviewing a workflow script for compliance.

Unified execution engine for all development workflows. Progressive disclosure for phase execution, quick features, story completion, and scaffolding. Integrates with artifact-tracking and meatycapture-capture. Use when running /dev:execute-phase, /dev:quick-feature, /dev:implement-story, /dev:complete-user-story, or /dev:create-feature commands.