research-units-pipeline-skills: Skill for Codex

.codex/skills/section-mapper/SKILL.md

section-mapper is a skill for Codex from WILLOSCAR/research-units-pipeline-skills. It costs 26 tokens per session (1,337 once invoked), scanned A, original, no licence file.

A mapping workflow that connects selected research papers to each subsection of an outline.

In plain words
What is it for?
Use it to create a mapping file and track paper coverage across an outline.
Why use it?
It shows whether every subsection has supporting sources and highlights gaps in coverage.

Skill for Codex

Written for Codex: installed under .codex/.

This is WILLOSCAR/research-units-pipeline-skills's own configuration. It tells Codex how to work on research-units-pipeline-skills itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything research-units-pipeline-skills configures →

Reuse

Borrowing it

Nothing to install: this file belongs to WILLOSCAR/research-units-pipeline-skills. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/WILLOSCAR/research-units-pipeline-skills/main/.codex/skills/section-mapper/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/WILLOSCAR/research-units-pipeline-skills

Made for: Codex.

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 section-mapper

README.md
[![agentmods](https://agentmods.dev/badge/skills/willoscar/research-units-pipeline-skills/section-mapper/github.svg)](https://agentmods.dev/skills/willoscar/research-units-pipeline-skills/section-mapper)
Your own site
<a href="https://agentmods.dev/skills/willoscar/research-units-pipeline-skills/section-mapper"><img src="https://agentmods.dev/badge/skills/willoscar/research-units-pipeline-skills/section-mapper/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 section-mapper

Your own site · 80×15
<a href="https://agentmods.dev/skills/willoscar/research-units-pipeline-skills/section-mapper"><img src="https://agentmods.dev/badge/skills/willoscar/research-units-pipeline-skills/section-mapper.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 26 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,337 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 unknown 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 $0.00026 $0.01337
Opus 5 $0.00013 $0.00668
Sonnet 5 $0.00005 $0.00267
Haiku 4.5 $0.00003 $0.00134

Measured 7d ago against content hash 26cdee2d0fcf, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

section-mapper 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.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/run.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

.codex/skills/section-mapper/SKILL.md · 132 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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 Changed · +3 lines · -71 tokens per session 26cdee2d0fcf
  2. 7d ago First seen · 129 lines · 97 tokens per session scan A ba3d89a627fd

Subscribe to this mod's changes

section-mapper is a skill published in the GitHub repository WILLOSCAR/research-units-pipeline-skills (505 stars, last pushed today), with no licence file. It adds 26 tokens to every session and 1,337 once invoked, about $0.0001 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 2026-09-03.

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