Battle-hardened senior engineer who reviews plans and code before they cause a 3 AM incident. Stress-tests architecture, catches data-pipeline fragility, flags security gaps, and calls out missing error handling, then signs off with a severity summary and grudging approval if earned. Use when reviewing new or existing…
Ingest exactly one research paper or source document into an open-llm-wiki vault. Use when the user explicitly asks to add, ingest, process, or publish a paper into the wiki. The workflow parses the source, drafts a source page, runs independent QA, publishes only after the quality gate passes, extracts and normalizes…
Learn a tech topic to a correct 101 level in minimal time. Researches open sources (official docs/releases, engineering blogs, YouTube talks, HN/Reddit, news, papers) restricted to recent material, then produces a brief with a 101 mental model, what changed, tradeoffs, an adopt/trial/hold/avoid verdict, a…
Keep finished deliverables limited to what their intended users need. Use when demo instructions, mock details, implementation rationale, temporary shortcuts, or superseded requirements might leak into user-facing pages, reports, exports, documentation, APIs, or CLI output. Do not use for general UX or code-quality…
A process for turning a book into a practical, reusable method guide rather than a simple summary. It researches the book’s methods, decision rules, examples, limits, and supporting criticism.
Universal Harness Adapter — Delegate bounded coding-agent work across local agent harnesses (Pi, OpenCode, Codex CLI, Claude Code CLI, DHS). Use for explicit cross-harness requests, model comparisons, external-only runtimes, or named models requiring a CLI fallback. Do not use for generic requests to spawn subagents…
Build Simply-MCP servers with createTool(), createResourceTemplate(), code execution mode, or MCP Apps. Use when creating MCP servers, testing tool handlers, writing simply-mcp test harnesses, building servers where AI composes tool calls into JavaScript, deploying MCP servers to Cloudflare Workers, or creating…
Search and read documents from a local Harbor Clerk knowledge base. Use when the user references their personal documents, contracts, notes, emails, or asks "what did I store about X?".
Drop-in instructions for any AI agent connected to the foragekit MCP server (uvx foragekit serve --mcp). Paste this into your agent's instructions, or install it as a skill. It teaches the loop; the tools enforce the rules.
Execute and CLOSE an ExecPlan end-to-end in CueCrux — the execution half that execplan-synthesize/appraise/research (authoring half) hand off to. Runs the milestone loop: claim from the ranked board, announce focus for collision detection, worktree, implement, gate fact, PR, shepherd checks, merge, next milestone…
Use when connected to a Cortex memory MCP server (tools named memorize, recall, recallabout, recalltimeline, listmemories, forget) — at session start, before asking the user for facts they may have shared before, after learning durable facts/preferences/decisions, when the user says "remember/recall/forget", or when…
Create, audit, normalize, and maintain a professional external-facing repository documentation system for users, contributors, and tools, including the core doc set, cross-linked topic deep dives, and faithful AI-readable llms.txt and llms-full.txt files. Use when Codex needs to bootstrap docs for a new repo, repair…
Develop/iterate on the MidMem middleware core (this repo's packages/core — the shared "LLM Wiki" knowledge layer). Use when adding or changing MidMem capability — retrieval lanes, tiers/lifecycle, work-memory events, concept routing, claims, grounding, the MCP/CLI/hook surfaces, or its tests. Encodes the…
★not rated 2
changed 3d agoA136 tokens
originalApache-2.0
MCP-first code navigation for this codebase. Use before any symbol lookup, file search, dependency trace, impact analysis, or codebase evaluation — replaces grep/glob/read with O(1) fmm tool calls. Trigger when: starting any task involving unfamiliar code, navigating code structure, finding where a symbol is defined…
Offload large text (docs, logs, transcripts, notes, research dumps) into OCR-certified page images and recall them at up to 2.8x fewer tokens by reading the PNG instead of the raw text. Use when context is filling up with reference material, when the user says "pack this", "microfiche", "offload context", or before…
Capture a failed or blocked task before it disappears. Categorizes the failure mode, extracts what was learned, and generates either a retry packet with the root cause fixed or an escalation message with specific decision points. Use whenever an agent returns a blocker, error, or partial result.
R-Code can be available as a local MCP server named r-code. Use it only when the user asks you to delegate a focused investigation to R-Code's own Agent.
Use when you need DOM-level precision (exact text/aria/placeholder matching → screen coordinates) while operating the host's real Chrome with human identity and zero automation traces. humandom adds a read-only DOM locator alongside humanbrowser; all actions remain OS-level (tap/typetext/presskey). When the DOM…
A planning workflow that breaks a large or unclear task into a hierarchy of plans, from a main problem down to concrete actions for sub-agents. It uses GraphMind to track review, approval, execution, and completion.
Automatic agent selection and intelligent task routing. Analyzes user requests and automatically selects the best specialist agent(s) without requiring explicit user mentions.
Auto-route natural-language requests to existing ai-kb command workflows with full command parity and multi-workflow composition. Use by default when user does not explicitly call a slash command.
Run the Cursor-backed Omnigent Trio loop from the current Claude/Codex UI session when the user explicitly says “Trio Omnigent”, “Omnigent Trio”, or invokes /trio-omnigent. Do not use for an ordinary native Trio request.
Navigate a codebase through a local tree-sitter knowledge graph instead of grepping blindly. Use when asked how a medium-or-large codebase works, where a symbol is defined, what calls what, how two modules connect, or when planning a refactor that spans files. Requires the external graphify Python CLI; degrades to…
★not rated 2 2d agoA77 tokens
originalMIT
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: