ldclabs

ldclabs/anda

Instructions file CodexOpenCode

AGENTS.md instructions for ldclabs/anda, covering agents.md, scope, repository shape, working rules and runtime boundaries.

ldclabs/KIP

Skill Claude CodeCodex

Persistent graph-based memory for AI agents via KIP (Knowledge Interaction Protocol). Provides retrieval-first memory operations (KQL), durable writes (KML), schema discovery (META), and memory hygiene patterns. Use whenever the agent needs to consult or update persistent memory, especially for: remembering user…

ldclabs/KIP

MCP server Claude CodeCodexCursor +2

Knowledge Graphs to enable memory persistence, knowledge evolution, explainable interaction. Runs locally from the @ldclabs/kip-mcp-server npm package. Needs 2 environment variables to run.

ldclabs/cose

Instructions file CodexOpenCode

Instructions for ldclabs/cose, covering agent guide for github.com/ldclabs/cose, package map, algorithm registration, key construction and api selection.

ldclabs/anda-bot

Instructions file CodexOpenCode

Instructions for ldclabs/anda-bot, covering agents.md, project overview, development rules, rust workspace and channel and identity invariants.

ldclabs/anda-bot

Skill Claude CodeCodex

Long-horizon research and implementation loop for Anda Bot. Use when a task should keep moving through registered tools such as goal, subagentsmanager, cron scheduling tools, file tools, and file-backed state instead of ending after one response; especially for autonomous research, multi-hour audits, repeated…

ldclabs/anda-bot

Skill Claude CodeCodex

Delegate complex programming tasks to Claude Code CLI through non-interactive shell commands when Codex is unavailable, unauthenticated, unsuitable, or explicitly not desired. Use this skill for feature work, bug fixes, refactors, tests, reviews, migrations, and multi-step repository changes in shell-only…

ldclabs/anda-bot

Skill Claude CodeCodex

Delegate complex programming tasks to OpenAI Codex CLI through non-interactive shell commands. Prefer this skill first whenever the user asks for feature work, bug fixes, refactors, tests, reviews, migrations, or multi-step repository changes. This skill is for shell-only environments without PTY support: use codex…

ldclabs/anda-bot

Skill Claude CodeCodex

Use this skill for ANY question requiring web research. Trigger on queries like "what is X", "explain X", "compare X and Y", "research X", or before content generation tasks. Provides systematic multi-angle research methodology instead of single superficial searches. Use this proactively when the user's question needs…

ldclabs/anda-bot

Skill Claude CodeCodex

Guide users through a structured Anda Bot workflow for co-authoring documentation, proposals, PRDs, technical specs, RFCs, decision docs, and similar substantial writing tasks. Use this skill when the user wants help drafting, editing, organizing, or testing a document so it works for real readers.

ldclabs/anda-bot

Skill Claude CodeCodex

Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when…

ldclabs/anda-bot

Skill Claude CodeCodex

Smart git operations — interactive rebase, conflict resolution, changelog generation. Helps users perform git workflows safely and efficiently, from everyday operations to complex history manipulation. Use when the user needs help with git commands, merge conflicts, rebasing, or changelog generation.

ldclabs/anda-bot

Skill Claude CodeCodex

Interview the user relentlessly about a plan or design. Use when the user wants to stress-test a plan before building, or uses any 'grill' trigger phrases.

ldclabs/anda-bot

Skill Claude CodeCodex

Compact the current conversation into a handoff document for another agent to pick up.

ldclabs/anda-bot

Skill Claude CodeCodex

One-shot deep concept anatomy for a concept, term, idea, or phrase. Use when the user asks to dissect or deeply understand a concept through multiple lenses, especially with prompts like "解剖概念", "概念解剖", "learn concept", "explain this concept deeply", or "/learn". Produces concise org-mode output with anchors, eight…

ldclabs/anda-bot

Skill Claude CodeCodex

Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting/decrypting PDFs, extracting images, and…

ldclabs/anda-bot

Skill Claude CodeCodex

Use this skill any time a .pptx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx file (even if the extracted content will be used elsewhere, like in an email or summary); editing, modifying…

ldclabs/anda-bot

Skill Claude CodeCodex

Create, update, test, and package Anda Bot runtime skills. Use this skill when users want to create a new SKILL.md, improve an existing skill, convert a skill from another agent runtime to Anda Bot, write trigger evals, run skill behavior tests, optimize the frontmatter description, or package a reusable skill.

ldclabs/anda-bot

Agent

Analyze blind comparison results to understand WHY the winner won and generate improvement suggestions.

ldclabs/anda-bot

Agent

Compare two outputs WITHOUT knowing which skill produced them.

ldclabs/anda-bot

Agent

Evaluate expectations against an execution transcript and outputs.

ldclabs/anda-bot

Skill Claude CodeCodex

Teach the user a new skill or concept, within this workspace.

ldclabs/anda-bot

Skill Claude CodeCodex

Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .csv, or .tsv file (e.g., adding columns, computing formulas, formatting, charting, cleaning messy data); create a new spreadsheet from scratch or…