LLM Mart Basic

Implements and audits FluentCart downloadable products, entitlement checks, signed delivery URLs, download limits/expiry logs, Local/S3 storage, custom storage drivers, and Pro R2 behavior. Use when working with ProductDownload, OrderDownloadPermission, generateDownloadFileLink()

Designs and audits third-party FluentCart extensions against the real 1.6.0 bootstrap, hybrid WordPress-post/custom-table data model, monetary units, Free/Pro boundary, and public helper APIs. Use when starting a FluentCart addon, choosing between hooks, models, Resource APIs, RE

Builds and audits FluentCart product/global integration feeds, CRM/LMS/ webhook automations, BaseIntegrationManager providers, lifecycle-triggered provisioning, fct_scheduled_actions, Action Scheduler dispatch, retries, replay protection, logs, and maintenance jobs. Use when regi

Implements and audits FluentCart Pro product licensing, license generation, activation limits, site activation/deactivation, customer/admin access, subscription validity, refunds, update checks, package delivery, and legacy EDD-compatible clients. Use when working with the Pro Li

Plans, runs, extends, and audits migrations into FluentCart with the FluentCart Migrator companion plugin or Free-core WooCommerce migrator. Covers EDD 3 products, tax rates, coupons, customers, orders, transactions, subscriptions, downloads and licenses; source-to-target ID maps

Implements and audits FluentCart order, order-item, transaction, status, payment-settlement, refund, renewal-order, and lifecycle-hook behavior. Use when reading or mutating fct_orders or fct_order_transactions, selecting order_created, order_paid, order_paid_done, order_payment_

Builds and audits third-party FluentCart payment gateways using AbstractPaymentGateway, BaseGatewaySettings, PaymentInstance, GatewayManager, frontend fluent_cart_load_payments_* events, transaction reconciliation, refunds, signed webhooks, and optional subscription capabilities.

Implements and audits FluentCart products, details, variations, pricing, custom attributes, taxonomies, downloadable flags, bundles, and stock movements. Use when creating or updating fluent-products records, calling ProductResource or ProductVariationResource, adding variation t

Implements and audits FluentCart REST, AJAX, headless, mobile, and external client integrations. Covers the source-verified /fluent-cart/v2 routes, FluentCart router policies, WordPress cookie/nonces and application passwords, customer ownership, public checkout endpoints, cart-h

Implements and audits FluentCart shipping zones, methods, classes, checkout address matching, tax classes/rates, inclusive and exclusive prices, compound and shipping tax, per-variation overrides, EU VAT validation, and reverse charge. Use when extending ShippingMethod, ShippingZ

Implements and audits FluentCart recurring plans, Subscription models, automatic, manual, and system collection methods, gateway-managed versus store-managed billing, renewal invoices, off-session retries, pause/resume/ cancel/reactivate operations, and subscription lifecycle hoo

Work with FluentCRM 3.x automation subscriber state and FluentCampaign Pro email sequences. Covers FunnelSubscriber, FunnelSequence, FunnelProcessor, FunnelHelper, FunnelMetric, Pro Sequence, SequenceMail, and SequenceTracker. Use when enrolling a contact into an automation funne

Work with FluentCRM 3.x Companies / account records from companion plugins. Covers the experimental company_module flag, FluentCrmApi('companies'), Company model fields, createOrUpdate, owner_id as Subscriber ID, custom company fields in meta.custom_values, primary company vs man

Work with FluentCRM 3.x contact data through the public PHP API and ORM models. Covers Subscriber, Lists, Tag, User, ContactsQuery, createOrUpdate, list/tag attach and detach, custom fields, WP user linking, status protection, and contact hooks. Use when a plugin must create or u

Builds and audits public custom subscription forms that create or update FluentCRM contacts and carry them through double opt-in. Covers explicit consent, server-owned list/tag mapping, pending and suppressed status policy, createOrUpdate, sendDoubleOptinEmail, list-specific conf

Track and consume FluentCRM 3.x contact events from companion plugins. Covers the experimental event_tracking flag, the track method of FluentCrmApi('event_tracker'), fc_event_tracking, repeatable counter semantics, subscriber resolution by subscriber/email/user/current contact,

Build a custom FluentCRM funnel action — a per-contact sequence step run

Build a custom FluentCRM funnel benchmark — a goal/wait point

Build a custom FluentCRM funnel trigger by extending

Orient skill for FluentCRM extension development. Covers the

Fourteen posts of being wrong in production, compressed to checkboxes

Healthy nodes, a quiet network, 300 restarts in three days, and a latency budget measured in milliseconds

Discovery worked. Ping worked. Every TCP connection timed out, and later the tunnel only worked when someone had a terminal open.

Every VM came back. The cluster did not. Declarative systems converge on config, and the datapath isn't config.

A surprising share of AI-in-the-terminal failures aren't the AI. They're zsh, and a version of bash from 2006.

A Claude Code plugin turns standalone project configuration into a namespaced, installable extension that teams and communities can update as one unit.

None of the safety came from the model. It came from six boring habits.

Skills package instructions and references. Subagents run work in a separate context and return results. They solve different problems and can be composed deliberately.

Six hours in, one step left, everything green, and the incident that didn't happen

CLAUDE.md carries persistent project context. Skills load reusable procedures when relevant. Separating stable facts from task-specific workflows keeps both easier to maintain.

Twenty minutes recovering secrets that never existed, and the one sentence from a human that ended it

An API request routing a model's tool call through an approval gate to a remote MCP server

31 config keys, two audits, and why the first one was wrong in both directions

The official MCP Registry stores standardized server metadata rather than package code. Publishers verify a namespace, describe installation or remote access, and submit immutable versions.

Everyone looks at the Dockerfile. The file that actually leaked the key was the project file.

Remote MCP authorization uses established OAuth standards, but secure integration still requires issuer validation, least-privilege scopes, protected token handling, and server-side enforcement.

"Copy it over and switch the reference" is two steps, and the outage lives in the one nobody checks

stdio fits local processes and prototypes. Streamable HTTP fits hosted services and shared integrations. The right choice follows where the capability runs and who must reach it.

The most important rule wasn't about what I could change. It was about what I was allowed to display.

Tools perform operations, resources expose readable context, and prompts provide reusable templates. Choosing the correct primitive makes an MCP server easier to understand and govern.

Discover testnet↔mainnet subnet lineage from repo configs and open a PR for review (pass --dry-run to report only)

Triage raw inbox notes into reviewed repository destinations without deleting their sources.

Audit and rewrite content to remove AI writing patterns

Log a completed piece of content to content/log.md after the user confirms it was published.

Validate a dream artifact, review each proposal, and apply only individually accepted changes.

Run a curator pass against the validated memory directory and produce a proposal artifact.

End a session — log what happened, update state and the decision log, propose memory updates, and check for uncommitted or unpushed work

Find relevant context files by topic. Use when you need to load files for a topic without a slash command, or when a task spans multiple domains.

Inventory and migrate selected Gemini CLI workflows with dry-run review and parity checks.

Find repeated workflows in selected Gemini CLI sessions and draft portable skills after review.

Scan multi-session drift and offer individually reviewed fixes only after explicit approval.

Scan orphaned worktrees and stale branches, then offer explicit approval-gated cleanup.

Guided onboarding or import for durable workspace context

Start a session — load state files, flag staleness, and give a briefing on current priorities, deadlines, and blockers

Create a morning heartbeat from repository state and update the local heartbeat log.

Mid-session checkpoint — append progress to today's session log and update state files if a priority shifted, without ending the session

Maintainer-only. Find every file that would newly ship to adopters, classify each one against the written distribution-boundary categories, default to withhold on no clean match, and ask the maintainer only where the taxonomy does not settle it. Drives the release CLI, which refuses to produce a manifest until every shipping file has an answer.

Audit memory, wiki, and auto-loaded files for duplication, conflicting instructions, and stale content. The default path researches, then asks you a single Apply / Discuss / Decline question; on Apply it applies the report, files any out-of-scope problem as a tech-debt issue, then commits, opens a PR, and merges it on a main-branch run like /update-deps. Pass --apply to re-run the apply-and-publish stage against the most recent report.

Fix the tech-debt backlog, a single issue or a recommended related batch, highest severity then oldest first, on a fresh isolated branch through the audit gate, closing the issue(s) on merge. Pass `list` to see the ordered backlog, `why <issue-number>` to explain the recommendation, or a bare `<issue-number>` to fix that issue directly.

Health-check and auto-heal this project's Claude integration, triage, heal, verify, and report an F-to-A+ grade.

A systematic AI Agent development tutorial covering LLM agents, RAG, tool use, memory systems, multi-agent systems, LangChain, LangGraph, MCP, and agentic RL.｜从…

Convert Files / Folders / GitHub Repos Into AI / LLM-ready Files

Open-source, local-first conversational AI video editor with a professional multi-track timeline, Agent Skills, MCP integration, and Remotion rendering.

Maintainer-governed agent for evidence-backed open-source contribution proposals

A Claude Code skill by Hao (駱君昊) that learns your Facebook voice and auto-posts to FB / IG / Threads / X with a 14-day content calendar. Mega-viral validated: 8…

Local-first AI agent workspace for coding, writing, design, research, and automation — one runtime for desktop GUI and TUI.

Open-source AI Agent platform for teams. Your agents don't just chat — they read files, run code, call APIs, and deliver results.

Give your AI agent eyes for PDFs — structured text, tables, OCR, visual evidence, and page-level citations via MCP. Native Rust, local-first.

Real-world AI penetration testing engineer for authorized assessments — built-in cloud module covering AWS/Azure/GCP + Aliyun/Tencent/Huawei clouds. Built on Cl…

OpenGUI is an Android GUI agent framework for phone-use AI that can see, plan, and operate real mobile apps through the GUI.

Tinybot is a lightweight personal AI Agent that is constantly evolving

Goink 桌面 AI 小说创作助手，对话式写作 + 自动状态追踪 + 本地语义搜索。跨平台开箱即用。AI Agent Novel Generator.

Pluggable DeepSeek-colored TUI for DeepSeek Harness

Entity-level git merge driver. Resolves false conflicts git invents when independent agents edit the same file. ~95% reduction vs. line-based merge.

Percho: Minimalist desktop GUI for the Pi coding agent — the same engine as the Pi CLI, in a clean visual interface. Multi-session chat, visual tool approvals,…

Run Claude Code, Codex & Gemini in parallel on Windows & macOS — git worktree fan-out with atomic hunk adoption, approval gates, reboot-surviving sessions

A hierarchical memory framework for personalized presentation agents. Try it at memslides.com.

Real-time multimodal desktop agent evolving toward a persistent AI OS interface (0.1 α).

clawdcursor compiles whatever's on screen into one UI map — accessibility tree and OCR fused into stable, addressable elements, with a screenshot only when need…

Repeatable agentic engineering. The workflow layer that turns AI coding agents into a disciplined factory: durable specs, fresh-context workers, adversarial cro…