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hoangsonww

Repository-level view of 154 collected skills across 11 GitHub repositories, including approximate occupation coverage.

skills collected
154
repositories
11
occupation fields
3
updated
2026-04-21
repository map

Where the skills live

Top repositories by collected skill count, with their share of this creator catalog and occupation spread.

#01
Forge-Agentic-Coding-CLI
34 skills · 2026-04-21
Software DevelopersSoftware Quality Assurance Analysts & TestersProject Management Specialists
3 occupation categories · 100% classified
22%share
#02
AI-News-Briefing
23 skills · 2026-04-13
News Analysts, Reporters, & JournalistsFinancial & Investment AnalystsSoftware DevelopersMarket Research Analysts & Marketing SpecialistsComputer Science Teachers, PostsecondaryNetwork & Computer Systems Administrators
9 occupation categories · 100% classified
15%share
#03
PetSwipe-Match-App
23 skills · 2026-02-28
Software DevelopersWeb DevelopersNetwork & Computer Systems AdministratorsSoftware Quality Assurance Analysts & Testers
4 occupation categories · 100% classified
15%share
#04
AI-Gov-Content-Curator
16 skills · 2026-03-25
Software DevelopersNetwork & Computer Systems AdministratorsWeb DevelopersComputer & Information Systems ManagersComputer Network ArchitectsComputer Occupations, All Other
7 occupation categories · 100% classified
10%share
#05
EstateWise-Chapel-Hill-Chatbot
13 skills · 2026-02-28
Software DevelopersNetwork & Computer Systems Administrators
2 occupation categories · 100% classified
8.4%share
#06
DevVerse-SWE-Blog
13 skills · 2026-02-28
Web DevelopersDatabase AdministratorsSoftware DevelopersSoftware Quality Assurance Analysts & TestersData ScientistsEditors
6 occupation categories · 100% classified
8.4%share
#07
WealthWise-Finance-Tracker
9 skills · 2026-03-28
Software DevelopersNetwork & Computer Systems AdministratorsSoftware Quality Assurance Analysts & TestersDatabase AdministratorsWeb Developers
5 occupation categories · 100% classified
5.8%share
#08
Claude-Code-Agent-Monitor
7 skills · 2026-03-17
Software DevelopersNetwork & Computer Systems AdministratorsComputer Occupations, All OtherComputer Systems Analysts
4 occupation categories · 100% classified
4.5%share
Showing the top 8 repositories here; full repository list continues below.
repository explorer

Repositories and representative skills

#001
Forge-Agentic-Coding-CLI
34 skills149updated 2026-04-21
22% of creator
deep-review
Software Quality Assurance Analysts & Testers

Deep review — random exploration + cross-agent review, alternating. Finds integration bugs that self-review misses. Run every 30–60 min during active implementation.

2026-04-21
flywheel
Software Developers

Overview of Forge's Agentic Coding Flywheel methodology. Use to route between plan, bead, and code space. See FLYWHEEL.md at the repo root.

2026-04-21
landing
Software Developers

End-of-session ritual. Close finished beads, file new ones for remaining work, run verify, commit in logical groupings, push. Work is not complete until git push succeeds.

2026-04-21
plan
Software Developers

Start a new Flywheel planning round. Produce initial markdown plan, route to competing frontier models, synthesize hybrid, refine 4–5×. Use before any coding begins on a new feature.

2026-04-21
plan-to-beads
Software Developers

Translate a polished markdown plan into self-contained beads in .beads/beads.jsonl. Every bead must be executable without reopening the plan. Use after the plan has converged.

2026-04-21
polish-beads
Software Developers

Polishing pass over all open beads. Run 4–6 times. "Check your beads N times, implement once." Use after plan-to-beads and between refinement rounds.

2026-04-21
reality-check
Project Management Specialists

Break the spell of local productivity. Ask whether completing all open beads actually closes the gap to the project goal. Use at milestones or when busy agents feel directionally off.

2026-04-21
de-slopify
Software Developers

Remove telltale AI-writing patterns from README, docs, and user-facing text. Must be done line-by-line, manually. No regex. Use after agents write any user-visible prose.

2026-04-21
Showing top 8 of 34 collected skills in this repository.
#002
AI-News-Briefing
23 skills2515updated 2026-04-13
15% of creator
Showing top 8 of 23 collected skills in this repository.
#003
PetSwipe-Match-App
23 skills2212updated 2026-02-28
15% of creator
deployment-claims-audit
Software Developers

PetSwipe workflow for checking whether deployment, production-readiness, or enterprise-grade claims are actually supported by repo evidence. Use when editing deployment docs, infra summaries, or any task that makes strong statements about readiness.

2026-02-28
map-geocoding-debug
Software Developers

PetSwipe map and geocoding workflow for diagnosing map page issues, geocode request volume, cache behavior, API proxy behavior, CORS issues, and location-related UI regressions. Use when the task mentions the map page, geocoding, location results, or geocode performance.

2026-02-28
navigation-and-page-structure
Web Developers

PetSwipe navigation workflow for navbar changes, icon-only links, mobile menu behavior, route placement, and page discoverability. Use when work changes the navbar, mobile navigation, page ordering, or the relationship between key user-facing pages.

2026-02-28
planner-and-insights-pages
Software Developers

PetSwipe workflow for adoption-planner and insights page work, including comparison cards, gauges, charts, metrics, and recommendation panels. Use when changes focus on adoption-planner.tsx, insights.tsx, or the relationship between liked pets, readiness, and swipe analytics.

2026-02-28
testing-and-validation
Software Quality Assurance Analysts & Testers

PetSwipe validation workflow for choosing the smallest reliable checks for frontend, backend, infra, docs, and mixed changes. Use when a task needs a concrete validation plan or when the repo's pre-existing lint or type issues make broad validation noisy.

2026-02-28
swagger-health-contracts
Software Developers

Backend-local workflow for health endpoints, readiness behavior, Swagger/OpenAPI exposure, and runtime contract changes in PetSwipe. Use when backend work touches backend/src/app.ts, startup behavior, docs endpoints, or deployment-sensitive runtime behavior.

2026-02-28
product-and-deploy-doc-sync
Software Developers

Docs-local workflow for keeping PetSwipe product pages, deployment docs, architecture docs, and operational claims aligned with the current repository. Use when working inside docs or when multiple docs need to be updated together.

2026-02-28
chart-and-responsive-debug
Web Developers

Frontend-local workflow for PetSwipe chart overflow, tooltip, dark mode text, clipping, and responsive layout issues inside frontend pages and shared chart components. Use when working in frontend and the issue is specifically about charts or mobile layout behavior.

2026-02-28
Showing top 8 of 23 collected skills in this repository.
#004
AI-Gov-Content-Curator
16 skills2817updated 2026-03-25
10% of creator
monorepo-workflows
Software Developers

Use this skill when working anywhere in the SynthoraAI monorepo and you need the repository-specific operating model: which service owns what, which commands are canonical, which wrappers are stale, how to choose tests, and which paths are generated or risky to edit.

2026-03-25
agentic-pipeline-mcp
Software Developers

Change or review the Python agentic_ai subsystem or Codex-facing MCP integration for this repository. Use when work touches agentic_ai/, the LangGraph pipeline, the mcp_server package, .mcp.json, or cloud adapters for the agentic pipeline.

2026-03-15
drift-audit
Database Administrators

Audit this repository for docs-to-code drift, broken paths, stale wrappers, inconsistent environment assumptions, or other mismatches between implementation and operational guidance. Use when Codex needs to verify whether repo docs, scripts, schedules, Dockerfiles, or MCP guidance still match the code.

2026-03-15
agentic-pipeline-mcp
Software Developers

Use this skill when working on the Python agentic_ai subsystem or Claude Code MCP integration for this repository, including the LangGraph pipeline, local MCP server, cloud adapters, and the project .mcp.json configuration.

2026-03-15
drift-audit
Software DevelopersComputer Occupations, All Other

Use this skill when you want Claude Code to audit this repository for docs-to-code drift, broken paths, stale scripts, inconsistent environment assumptions, or mismatches between implementation and operational docs.

2026-03-15
backend-api-ai
Software Developers

Change or review the backend API, auth, controllers, models, sitewide chat backend, Gemini integration, Pinecone integration, or backend maintenance scripts in this repository. Use when work touches backend/ routes, controllers, services, models, scheduled handlers, or vector sync logic.

2026-02-28
frontend-pages-router
Web Developers

Change or review the Next.js frontend in this repository. Use when work touches frontend/pages, frontend/components, frontend/services, auth UX, article detail flows, sitewide chat UI, browser-only state, or Pages Router behavior.

2026-02-28
infra-deploy-drift
Network & Computer Systems Administrators

Change or review infrastructure, deployment, or rollout logic in this repository. Use when work touches infrastructure/, Terraform, Kubernetes manifests, monitoring config, deployment wrappers, or environment-specific operational assumptions.

2026-02-28
Showing top 8 of 16 collected skills in this repository.
#005
EstateWise-Chapel-Hill-Chatbot
13 skills3120updated 2026-02-28
8.4% of creator
estatewise-ai-runtime
Software Developers

Work on EstateWise MCP, agentic-ai, web-grounding, token flows, and A2A integrations. Use when changing tool behavior, orchestration, runtime flags, MCP wrappers, HTTP/A2A endpoints, or AI integration paths.

2026-02-28
estatewise-codex-support
Software Developers

Extend or audit Codex support in the EstateWise repository. Use when changing .codex config, .codex/rules, .agents/skills, AGENTS.md layering, multi-agent roles, project guidance discovery, or Codex-specific documentation and workflows.

2026-02-28
estatewise-contracts
Software Developers

Audit producer-consumer alignment in EstateWise when REST, tRPC, MCP, gRPC, A2A, or shared payloads may have changed. Use when one package's change could silently break another package, tool, or doc set.

2026-02-28
estatewise-engineering
Software Developers

Execute production-safe code changes in the EstateWise monorepo. Use when implementing or fixing behavior in backend, frontend, MCP, agentic-ai, gRPC, deployment-control, tests, or repo docs. Do not use for pure brainstorming, skill installation, or work outside this repository.

2026-02-28
estatewise-local-stack
Network & Computer Systems Administrators

Run or debug the EstateWise local environment. Use when setting up services, choosing the smallest service combination, checking local endpoints, or troubleshooting environment/config issues. Do not use for routine code implementation unless local run/debugging is the main task.

2026-02-28
estatewise-ops
Network & Computer Systems Administrators

Work on EstateWise deployment-control, Docker, Kubernetes, Helm, Terraform, Jenkins, and cloud deployment assets. Use for infrastructure and operational workflow changes, not ordinary application feature work.

2026-02-28
estatewise-review
Software Developers

Review EstateWise changes for correctness, regressions, security issues, contract mismatches, operational risk, and missing tests. Use for PR review, diff review, bug hunts, and branch-vs-main analysis. Do not use for implementation tasks unless the user asks for fixes after findings are reported.

2026-02-28
estatewise-ai-runtime
Software Developers

Playbook for MCP, agentic-ai, web-grounding, token flows, and A2A in EstateWise. Use when changing tool calls, orchestration, runtime behavior, or AI integration paths.

2026-02-28
Showing top 8 of 13 collected skills in this repository.
#006
DevVerse-SWE-Blog
13 skills1313updated 2026-02-28
8.4% of creator
devverse-content-mdx
Editors

MDX article conventions for DevVerse. Use when adding or editing files under content/, changing article metadata, updating author or date lines, or modifying code that parses article content for feeds, related posts, reading stats, or RAG ingestion.

2026-02-28
devverse-feeds-seo
Web Developers

Feed, sitemap, metadata, and publishing guidance for DevVerse. Use when modifying lib/rss.ts, lib/jsonfeed.ts, feed routes, next-sitemap.config.js, app/layout.tsx metadata, manifest or robots files, or SEO-related site metadata.

2026-02-28
devverse-rag-chat
Web Developers

DevVerse chat, citation, and retrieval workflow. Use when modifying the chat page, the chat API route, citation parsing, local retrieval fallback, Pinecone or Gemini integration, or the article vectorization pipeline.

2026-02-28
devverse-refresh-vectors
Data Scientists

Refresh Pinecone article embeddings after MDX article changes or RAG chunking and metadata changes. Use when content updates should be reflected in chat retrieval or when the vectorization pipeline changes.

2026-02-28
devverse-supabase-auth
Database Administrators

Supabase auth, favorites, and security boundaries for DevVerse. Use when changing files under supabase/, auth or favorites UI, or the verify-email and reset-password API routes.

2026-02-28
devverse-ui-routes
Web Developers

Route and UI conventions for the DevVerse Next.js app. Use when modifying app routes, layout, navigation, page components, global styling, route-scoped CSS, article rendering, favorites UI, or chat UI.

2026-02-28
devverse-validate
Software Quality Assurance Analysts & Testers

Run repository-specific validation for DevVerse changes. Use when asked to test, validate, smoke check, or confirm modifications in this repository.

2026-02-28
devverse-content-mdx
Web Developers

MDX article conventions for DevVerse. Use when adding or editing files under content/, changing article metadata, updating author or date lines, or modifying code that parses article content for feeds, related posts, reading stats, or RAG ingestion.

2026-02-28
Showing top 8 of 13 collected skills in this repository.
#007
WealthWise-Finance-Tracker
9 skills1611updated 2026-03-28
5.8% of creator
bead-workflow
Software Developers

Execute the Flywheel bead lifecycle — find, claim, implement, review, close

2026-03-28
docker-up
Network & Computer Systems Administrators

Manage the WealthWise Docker/Podman Compose development environment. Triggers when asked to "start Docker", "start Podman", "bring up the containers", "stop Docker", "show Docker logs", or "restart the dev environment". Does NOT trigger implicitly.

2026-03-10
health-check
Network & Computer Systems Administrators

Check the health of the running WealthWise API, web app, and MongoDB services. Triggers when asked to "check if the app is running", "verify the API is up", "is the server healthy", or "show service status".

2026-03-10
api-endpoint
Software Developers

Scaffold a complete new API endpoint for the WealthWise Express API. Triggers when asked to "add an endpoint", "create a route", "build an API for <entity>", or scaffold any new REST resource end-to-end. Does not trigger for frontend-only tasks.

2026-03-03
db-seed
Database Administrators

Seed the WealthWise MongoDB database with categories or demo data. Triggers when asked to "seed the database", "add demo data", "populate categories", or "set up test data". Does NOT trigger implicitly during general development tasks.

2026-03-03
new-model
Software Developers

Scaffold a new Mongoose model and its CRUD service for the WealthWise API. Triggers when asked to "create a model", "add a Mongoose schema", or add the data layer for a new entity without a full endpoint. Does NOT scaffold routes, controllers, or frontend code. Use $api-endpoint for the full stack.

2026-03-03
new-page
Web Developers

Scaffold a complete new Next.js dashboard page for the WealthWise web app. Triggers when asked to "add a page", "create a dashboard screen", "build a UI for <feature>", or scaffold any new frontend feature end-to-end. Does not trigger for API-only or backend tasks.

2026-03-03
pre-pr
Software Quality Assurance Analysts & Testers

Run the full WealthWise pre-PR checklist and report a pass/fail for each gate. Triggers when asked to "run pre-PR checks", "check if this is ready to merge", "validate before opening a PR", or "run the full check". Does NOT trigger implicitly.

2026-03-03
Showing top 8 of 9 collected skills in this repository.
#008
Claude-Code-Agent-Monitor
7 skills41985updated 2026-03-17
4.5% of creator
mcp-maintainer
Network & Computer Systems Administrators

Operate and maintain the local MCP server for this repository. Use for MCP tool updates, policy-guard changes, host configuration, and MCP runtime troubleshooting.

2026-03-17
release-guard
Software Developers

Run release-readiness checks for this repository. Use when validating docs, scripts, verification coverage, and operational safety before merge or release.

2026-03-17
repo-onboarding
Computer Systems Analysts

Understand this repository quickly before making changes. Use for architecture discovery, ownership mapping, command selection, and initial implementation planning.

2026-03-17
debug-live-issue
Software Developers

Debug production-like issues in this repository with disciplined evidence gathering. Use when fixing failing workflows, regressions, flaky behavior, or data inconsistencies across hooks, API, DB, websocket, and UI.

2026-03-17
mcp-operations
Network & Computer Systems Administrators

Operate and maintain the local MCP server for this project. Use when creating MCP host config, troubleshooting tool connectivity, modifying tool domains, or adjusting safety policy flags.

2026-03-17
repo-onboarding
Computer Occupations, All Other

Onboard quickly to this repository. Use when asked to understand architecture, locate ownership, choose the right module, or identify the correct commands and verification strategy before coding.

2026-03-17
ship-feature
Software Developers

Implement a feature safely end-to-end in this repository. Use when adding or changing functionality across backend, frontend, or MCP with required verification and documentation updates.

2026-03-17
#009
AI-RAG-Assistant-Chatbot
6 skills3913updated 2026-03-31
3.9% of creator
lumina-infra-deploy
Network & Computer Systems Administrators

Work on Lumina deployment and infrastructure assets. Use when editing terraform/, aws/, docker-compose.yml, DEPLOYMENT.md, ADVANCED_DEPLOYMENTS.md, agentic_ai/deployments/, or other files related to Docker, Terraform, AWS or Azure rollout behavior, environment wiring, and release automation.

2026-03-31
lumina-agentic-mcp
Software Developers

Work on the Python multi-agent pipeline and MCP client in agentic_ai. Use when editing files under agentic_ai/, changing agent orchestration, configuration loading, MCP client connectivity, async execution flow, pipeline startup commands, or cloud deployment wrappers for the Python service.

2026-03-18
lumina-mcp-server
Software Developers

Develop and maintain the standalone Lumina MCP server. Use when editing files under mcp_server/, adding or modifying tools, resources, prompts, middleware, configuration, or transport behavior for the Model Context Protocol server.

2026-03-18
lumina-backend-api
Software Developers

Implement and debug the Express and TypeScript backend for Lumina. Use when editing files under server/src or server/package.json, changing authentication, conversations, guest flows, chat routes, models, middleware, API contracts, or Gemini and Pinecone service wiring outside the dedicated knowledge-ingestion workflow.

2026-02-28
lumina-frontend-ui
Web Developers

Build, refine, and debug the React/Vite frontend for Lumina. Use when editing files under client/src or client/package.json, changing chat UX, landing page content, auth flows, routing, theme behavior, markdown rendering, animations, responsive layout, or frontend API wiring.

2026-02-28
lumina-rag-knowledge
Data Scientists

Manage Lumina's retrieval-augmented generation and knowledge ingestion workflow. Use when editing server/src/services/knowledgeBase.ts, server/src/services/pineconeClient.ts, server/src/scripts/knowledgeCli.ts, server/src/models/KnowledgeSource.ts, files under server/knowledge, manifest-based sync inputs, or debugging grounded answers, retrieval relevance, source lifecycle, and inline citations.

2026-02-28
#010
SymptomSync-Health-App
6 skills288updated 2026-02-28
3.9% of creator
symptomsync-agentic-ai-change
Software Developers

Guide for changing SymptomSync's Python symptom-analysis service under agentic_ai/. Use when tasks touch the FastAPI service, LangGraph flow, agents, chains, settings, tests, monitoring, or deployment configuration for the agentic_ai workspace.

2026-02-28
symptomsync-data-change
Database Administrators

Guide for changing SymptomSync SQL, schema contracts, and reminder plumbing safely. Use when tasks touch supabase/, database/, database/migrations/, SQL functions, cron/reminder logic, user_notifications behavior, mirrored schema maintenance, or frontend code that depends on those contracts.

2026-02-28
symptomsync-doc-sync
Software Developers

Workflow for keeping SymptomSync's checked-in docs aligned with implementation. Use when changes alter behavior described in README.md, ARCHITECTURE.md, DEPLOYMENTS.md, docs/, jenkins/README.md, or devops/runbooks/, or when a task is specifically about reconciling documentation with the current code.

2026-02-28
symptomsync-release-change
Network & Computer Systems Administrators

Guide for making safe changes to SymptomSync infrastructure, CI/CD, deployment, and operational behavior. Use when tasks touch aws/, ansible/, jenkins/, devops/, Dockerfile, .devcontainer/, or .github/workflows/ci.yml, especially for CDK stack changes, blue-green rollout logic, canary deployment behavior, pipeline changes, or production-readiness docs.

2026-02-28
symptomsync-review
Software Quality Assurance Analysts & Testers

Repo-specific review workflow for SymptomSync. Use when reviewing code, plans, or diffs across frontend, SQL, AI service, infrastructure, or CI/CD so the review reflects this repository's real failure modes such as mirrored SQL drift, weak frontend test wiring, doc-vs-code mismatches, config regressions, and unsafe release changes.

2026-02-28
symptomsync-web-change
Web Developers

Guide for making safe, repo-specific changes in SymptomSync's Next.js frontend under web/. Use when tasks touch pages-router pages, React components, Supabase client flows, Gemini chat UX, charts, calendar behavior, uploads, auth screens, or frontend-facing API routes such as pages/api/med.ts.

2026-02-28
#011
AI-Agents-Orchestrator
4 skills5825updated 2026-04-04
2.6% of creator
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