ma-wiki-write

ma-wiki-write is a skill for Claude Code from MadGraphTeam/MadAgents. It costs 106 tokens per session (3,590 once invoked), scanned A, original, MIT.

A skill for recording useful findings in an agent's private wiki or memory and organizing existing notes. It decides whether a lesson is worth saving and keeps each agent's notes separate.

In plain words
What is it for?
Use it to save non-obvious lessons, update or consolidate knowledge pages, and maintain an agent's own documented findings.
Why use it?
It prevents important discoveries from being lost while avoiding clutter from copying obvious or low-value information into memory.

Skill for Claude Code

Written for Claude Code: installed under .claude/.

Good fit Use it to save non-obvious lessons, update or consolidate knowledge pages, and maintain an agent's own documented findings.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/madgraphteam/madagents/ma-wiki-write
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add MadGraphTeam/MadAgents --skill ma-wiki-write
Clone the repo
git clone --depth 1 https://github.com/MadGraphTeam/MadAgents

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for ma-wiki-write

README.md
[![agentmods](https://agentmods.dev/badge/skills/madgraphteam/madagents/ma-wiki-write/github.svg)](https://agentmods.dev/skills/madgraphteam/madagents/ma-wiki-write)
Your own site
<a href="https://agentmods.dev/skills/madgraphteam/madagents/ma-wiki-write"><img src="https://agentmods.dev/badge/skills/madgraphteam/madagents/ma-wiki-write/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for ma-wiki-write

Your own site · 80×15
<a href="https://agentmods.dev/skills/madgraphteam/madagents/ma-wiki-write"><img src="https://agentmods.dev/badge/skills/madgraphteam/madagents/ma-wiki-write.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 106 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,590 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00106 $0.03590
Opus 5.5 $0.00042 $0.01436
Sonnet 5.5 $0.00021 $0.00718
Haiku 4.5 $0.00011 $0.00359

Measured 1mo ago against content hash aa0280410d38, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

ma-wiki-write scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

madagents/.claude/skills/ma-wiki-write/SKILL.md · 154 lines

How it starts

The opening of the file, as written. The whole thing — 154 lines — stays where its author put it; the contents beside it link to each section on GitHub.

/ma-wiki-write

One skill to write your learned tier. You invoke it, then pick the operation by judgment — there is no menu to pre-select from. Carry the shared write discipline below into whichever operation fits.

Single-writer-per-page. Write only your own subtree. You never write another agent's subtree; cross-subtree refs you can only flag in your return for the lead.

Your write paths

Wiki subtree Slate (MEMORY.md)
Consultant / probe .madagents/wiki/consultants/<your-agent-name>/ .claude/agent-memory/<your-agent-name>/MEMORY.md
Lead .madagents/wiki/lead/ (flat, no subdirs) .claude/lead-memory/MEMORY.md

<your-agent-name> is your literal agent filename without .md (e.g. ma-chain-decay-consultant), suffix and all. The slate path is absolute — never write a slate under a relative path, and never under .madagents/wiki/ (a slate written there is never auto-loaded and is silently inert).

Step 0 — should this be written at all? (the gates)

Two gates run before any operation. They are about whether to write, not which operation.

Signal gate (recording a finding). "Did I source-walk something non-obvious for THIS input — where a surprising default lives and how it behaves, a multi-step mechanism, a behavior pretraining wouldn't predict — such that a future dispatch will plausibly act better because of this page?" If yes, write — the source-walk is genuine learning worth caching. (Cache where the default lives and why it surprises, not the number — see discipline 4.) Don't pre-judge on "might future-me need it"; if it was non-obvious to walk, future-me benefits. Skip only when the walk was trivial restatement of something already loaded.

Record confirmations too, not only surprises and pitfalls. An approach you confirmed correct for THIS input — a path validated against source or probe that you'd otherwise only half-trust — earns a page, so the cache tells future-you what is safe to repeat, not only what to avoid. A tier holding only failures pushes the system toward over-caution.

Read the full file on GitHub · 154 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago First seen · 154 lines · 106 tokens per session scan A aa0280410d38

Subscribe to this mod's changes

ma-wiki-write is a skill published in the GitHub repository MadGraphTeam/MadAgents (14 stars, last pushed 2mo ago), licensed MIT. It adds 106 tokens to every session and 3,590 once invoked, about $0.0004 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

Related

Other skills, from other repositories

local-ai-agents

Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models. Covers Small Language Models (SLMs), the OpenAI-compatible local endpoint, sandboxed local tools, local RAG with Chroma, local MCP servers, hybrid cloud/local routing, and the…

microsoft/ai-agents-for-beginners · 200 tokens

systematic-debugging

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.

obra/superpowers · 21 tokens

next-cache-components-adoption

Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…

vercel/next.js · 95 tokens

chat-pet-sprite-creation

Use when creating or changing VS Code chat pet sprite art, sprite sheets, state animations, eye treatments, Stable/Insiders variants, or pet transitions under src/vs/workbench/contrib/chat/browser/widget/media/chatPet.

microsoft/vscode · 53 tokens

cpu-profile-analysis

Analyze V8/Chrome CPU profiles (.cpuprofile) and DevTools trace files (Trace-.json). Use when: profiling performance, investigating slow functions, comparing code paths, finding bottlenecks, analyzing timeToRequest, understanding call trees from sampling profiler data, analyzing layout/paint/rendering, investigating…

microsoft/vscode · 71 tokens

insight-error-page

Write or audit an insight-kind error page for the Next.js dev overlay. Use when creating a new errors/ .mdx page, auditing an existing one, or checking that a page matches the framework fix cards. Covers page structure, title alignment, FixCard cards with Copy prompt button, code snippets, terminology verification…

vercel/next.js · 83 tokens