LLM Mart Basic

Build a zone-based WooCommerce shipping method with `WC_Shipping_Method`. Covers deferred class loading, registration, instance settings and modal support flags, package-based calculation, unique rate IDs, decimal/tax handling, availability, save behavior, caching, WooCommerce 11

Extend WooCommerce core Order Fulfillments with a custom tracking provider. Covers the `fulfillments` feature gate, `AbstractShippingProvider`, provider registration and collision rules, tracking URL construction, country support, tracking-number parsing and ambiguity scores, RES

Build or audit WooCommerce Stripe Gateway My Account saved-payment-method flows. Covers the canonical Woo form contract, Stripe UPE SetupIntents, exact selectors and POST fields, billing details, polymorphic Woo tokens including native Link, remote reconciliation/detach/default s

Design or audit WooCommerce Stripe payment flows that save a reusable method and charge it later. Covers SetupIntent versus PaymentIntent, charge-now-and-save, deposits and installment series, `setup_future_usage=off_session`, Stripe Customer ownership, explicit consent/mandates,

Implement or audit Stripe Link behavior in the WooCommerce Stripe Gateway, especially code that assumes every `pm_...` or `stripe` token is a card. Distinguishes native Stripe PaymentMethod `type=link` and `WC_Payment_Token_Link` from `type=card` with `card.wallet.type=link`, and

Integrate WooCommerce Stripe Gateway 10.8+ with WooCommerce Subscriptions 9.1+. Covers gateway feature support, automatic renewals, Stripe metadata, failed-renewal recovery and Radar-block observers, SCA, change-payment SetupIntents, update-all behavior, Express Checkout, native

Build or audit integrations around WooCommerce Stripe Gateway webhooks and asynchronous payment settlement. Covers the canonical wc-api endpoint, Stripe-Signature and connected-account checks, trusted webhook health state, order resolution, PaymentIntent and Checkout Session defe

Build or audit WooCommerce 11.0+ native variation gallery integrations. Covers the experimental `variation_gallery` feature flag and 5% canary rollout, variation `image` vs `gallery_image_ids`, `_product_image_gallery` storage, REST v3 variation payloads, classic product gallery

Read, query, and write WooCommerce product variations through `WC_Product_Variation` and `WC_Product_Variable`. Covers parent/child storage, cached variation prices, deferred parent synchronization, WooCommerce 11.0 product instance caching, stock inheritance, frontend variation

Customize WooCommerce variation prices without stale or cross-user parent price caches. Covers direct variation getter filters, parent aggregation filters, `woocommerce_get_variation_prices_hash`, WooCommerce 11.0 tax-influence cache partitioning, bounded pricing contexts, role c

WooCommerce Memberships 1.29+ WordPress Abilities API

WooCommerce Memberships access, restriction, drip-content,

WooCommerce Memberships storage and relationship map for

Curated WooCommerce Memberships hook and extension-point map

Register WordPress Abilities: machine-readable plugin operations with JSON Schema contracts, required permission callbacks, optional REST exposure, client-side abilities, and AI/MCP-friendly discovery. Covers categories, wp_register_ability, WP_Ability::execute, REST run endpoint

Embed WordPress's bundled CodeMirror editor in admin pages via

Build WordPress admin drag-and-drop UI with core's bundled

Use WordPress admin form-control widgets that ship in core,

Build WordPress admin tables by extending `WP_List_Table`.

Open the standard WordPress Media Library picker from plugin

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.

Turn a GAIA workflow misfire into a redacted, classified, filing-ready bug report in one read-only pass. Self-diagnoses config issues inline; files probable bugs upstream on confirmation.

Judge-the-form, human-gated hardening. Reviews recurring code-audit-frontend findings and, with approval, drafts the lowest-context-weight form (deterministic check / skill / path-scoped prose rule) into the working tree. Pass `list` to see live candidates or `why <finding_class>` to explain one.

Initialize a new project from the GAIA React template, renames, strips GAIA branding, configures i18n, installs Claude skills/plugins.

Plan a complex feature using GAIA's task-orchestration pattern, structures the work into fresh-context subagent phases for your approval. Does not implement.

Cut a new GAIA release, bump version, graduate CHANGELOG, regenerate manifest, open release PR, then tag on merge. Maintainer-only.

Detect and, on explicit consent, additively append the languages Serena is not indexing to the `languages:` list in `.serena/project.yml`, then prompt a Serena restart. Never mutates without a yes; inert without Serena.

Author an immutable SPEC artifact through Socratic discovery (spec-kit wrapper), then STOP. Terminal, never runs /gaia-plan; it prints a /gaia-plan prompt the human pastes into a fresh session. Pass `auto <description>` for non-interactive mode that answers its own questions.

Maintainer-only autonomous health audit + auto-heal loop. Runs N=3 fresh-team audit-fix-audit cycles with circuit breakers, reports an F-to-A+ verdict (folding in the shared Claude-integration fitness grade) or escalates.

Single post-init onboarding command; detects situation, runs only owed phases; safe to re-run. --reconfigure rotates token and re-selects tools.

GAIA before_specify hook: constitution placeholder check + spec-kit version-pin drift detection.

GAIA after_specify hook: immutability lint over the just-written SPEC artifact.

Close a plan after implementation+merge. Offers wiki-promote for the plan's consolidated SUMMARY.md, cold-consolidates an out-of-band merge, then early-reaps the local plan folder once cost is represented in cost.jsonl.

GAIA self-review: pre-gate-2 review pass on the in-progress SPEC draft.

Close a SPEC after implementation+merge. Optional drain of deferred wiki-promote, cold-consolidates an out-of-band merge into SUMMARY.md, then early-reaps the local SPEC folder once cost is represented in cost.jsonl.

GAIA Socratic discovery wrapper: /speckit-specify for the initial draft, then GAIA's own Socratic clarify loop.

GAIA before_implement hook: render PO-authored UATs into Playwright e2e specs at .playwright/e2e/spec-NNN/.

Promote merged SPEC or plan content into the GAIA wiki.

This project uses the GAIA preset. Bare `/speckit-clarify` is not the clarify path here: core clarify writes an off-shape artifact (a `## Clarifications` / `### Session` block with five-word answers) and carries a question cap GAIA does not use. Run `/gaia-spec` instead — it driv

GAIA-wrapped /speckit-specify: writes through core, then relocates the artifact to .gaia/local/specs/SPEC-NNN/SPEC.md and stamps GAIA frontmatter.

Show or configure the compact Fallow Impact statusline in Claude Code

PiG (Pi in Go) is a faithful Go port of upstream Pi, the TypeScript codebase behind the Pi coding agent. It is a parity-bound translation, not a rewrite: upstre…

An AI Agent that lives in your pocket. Local-first and privacy focused.

Unofficial skill that teaches coding agents to build with TypeSafe AI's Jev: typed decisions, calibrated confidence, and prior art from 150+ community projects.

Adaptive Test-time Learning and Autonomous Specialization

Prediction-market trading engine — Wang Transform pricing on 291K+ contracts; paper-traded across Kalshi · Polymarket · Solana DFlow (Jito bundles) · 633 tests

Knowledge Management for Humans and Agents

Open-source Claude Cowork / Codex / WorkBuddy alternative — a local-first AI office agent that turns one request into real PPTX, DOCX, XLSX and HTML files. Runs…

DeepAgent Code: AI coding agent with persistent memory and control plane

Awesome Jev — evidence-graded index of TypeSafe System One: SDKs, MCP tools, agents, apps and open models. 20 languages, rebuilt every 2 hours.

CLI for Telegram — agent-friendly, daemon-based, with webhook event push.

AI deep-research agent that turns any question into a cited report: plans searches, reads real sources, verifies evidence. Self-hosted, multi-provider, Docker-r…

Event-stream AI Agent framework for building your persona bot 🍊

Give the agent a machine. Just not yours. Each AI coding agent gets its own isolated machine with root, Docker, and systemd - active defense detects and stops t…

Local Emperor-style AI agent with Vue WebUI, multi-provider LLMs, streaming chat, tools, skills, memory, and token telemetry.

Open-source AI reverse-engineering agent platform and MCP server for Ghidra, Frida, x64dbg and Rizin — automated PE/APK/binary analysis, CTF and malware researc…

"Never send a human to do a machine's job" - Open Source AI hacking agent

Prismer Cloud

My Personal Blog (Robotics)

Tau Coding Agent - like Pi, but twice as much

Open-source alternative to OpenAI Dots: self-hosted AI chat, tools, approvals, connectors, and computer tasks.