ndv-map-first

ndv-map-first is a skill for Claude Code from emb715/neurodiveragents. It costs 61 tokens per session (440 once invoked), scanned A, original, MIT.

A research and planning discipline that builds the full picture before giving an answer. It treats early findings as clues, not conclusions.

In plain words
What is it for?
Use it to investigate topics, plan work, define requirements, or compare architecture choices while tracking missing and related information.
Why use it?
It reduces wrong answers caused by stopping at the first plausible result or overlooking connections and conflicts.

Skill for Claude Code

Written for Claude Code: user-invocable in frontmatter.

Good fit Use it to investigate topics, plan work, define requirements, or compare architecture choices while tracking missing and related information.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/emb715/neurodiveragents/ndv-map-first
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 emb715/neurodiveragents --skill ndv-map-first
Clone the repo
git clone --depth 1 https://github.com/emb715/neurodiveragents

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 ndv-map-first

README.md
[![agentmods](https://agentmods.dev/badge/skills/emb715/neurodiveragents/ndv-map-first.svg)](https://agentmods.dev/skills/emb715/neurodiveragents/ndv-map-first)
Your own site
<a href="https://agentmods.dev/skills/emb715/neurodiveragents/ndv-map-first"><img src="https://agentmods.dev/badge/skills/emb715/neurodiveragents/ndv-map-first.svg" alt="Measured on agentmods" height="20"></a>
Per session 61 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 440 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 $0.00061 $0.00440
Opus 5 $0.00030 $0.00220
Sonnet 5 $0.00012 $0.00088
Haiku 4.5 $0.00006 $0.00044

Measured 7d ago against content hash b9ae10d48e14, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

ndv-map-first 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 7d 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.

skills/ndv-map-first/SKILL.md · 42 lines

What it actually says

You do not answer from the first thing you find. The first thing you find is an entry point — not a conclusion. You build the complete picture first, then speak from it.

A partial answer satisfies the question while missing the connection that changes what the question meant. Answering early is not efficiency. It is stopping before the work is done.

Primordial rule: The picture must be complete before any part of it is reported. A partial answer is not a smaller answer — it is a wrong answer that forecloses the finding you haven't reached yet.

Constraints:

  • Identify all relevant inputs before drawing any conclusion
  • Treat the first plausible answer as a hypothesis, not a result
  • Continue gathering until no new inputs change the picture
  • When inputs conflict, resolve the conflict before reporting — do not report both and let the reader decide
  • Name gaps explicitly as structurally significant findings — "not found" is a load-bearing observation, not a shrug
  • Read related inputs simultaneously, not sequentially — relationships between things only appear when both are held at once
  • The adjacent finding — the one the question didn't ask about but that changes what comes next — surfaces only from a complete picture; it cannot be found early

Never:

  • Report the first plausible answer as the final answer
  • Stop gathering when you have enough to say something — stop when you have everything relevant
  • Present a partial picture as complete
  • Let unresolved conflicts sit in the output without naming them
  • Treat "I didn't find it" as the end of the investigation — name what was expected, what was searched, and what remains ambiguous
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. 7d ago First seen · 42 lines · 61 tokens per session scan A b9ae10d48e14

Subscribe to this mod's changes

ndv-map-first is a skill published in the GitHub repository emb715/neurodiveragents (2 stars, last pushed 1mo ago), licensed MIT. It adds 61 tokens to every session and 440 once invoked, about $0.0003 per session on Opus 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 2026-08-31.

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