subtext-read

subtext-read is a skill for Claude Code, Codex from TheoryVentures/subtext-skills. It costs 109 tokens per session (996 once invoked), scanned A, original, MIT.

A reader for subtext documents, JSON files that pair each sentence with explanations for unclear terms, references, dates, or missing context.

In plain words
What is it for?
Use it when someone provides a .subtext.json file or matching JSON and wants the document presented with its sentence-level explanations.
Why use it?
It makes unfamiliar documents easier to understand by showing clarifications where a reader may otherwise get confused, while keeping unresolved points visible.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it when someone provides a .subtext.json file or matching JSON and wants the document presented with its sentence-level explanations.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/theoryventures/subtext-skills/subtext-read
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 TheoryVentures/subtext-skills --skill subtext-read
Clone the repo
git clone --depth 1 https://github.com/TheoryVentures/subtext-skills

Made for: Claude Code, 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 subtext-read

README.md
[![agentmods](https://agentmods.dev/badge/skills/theoryventures/subtext-skills/subtext-read.svg)](https://agentmods.dev/skills/theoryventures/subtext-skills/subtext-read)
Your own site
<a href="https://agentmods.dev/skills/theoryventures/subtext-skills/subtext-read"><img src="https://agentmods.dev/badge/skills/theoryventures/subtext-skills/subtext-read.svg" alt="Measured on agentmods" height="20"></a>
Per session 109 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 996 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 $0.00109 $0.00996
Opus 5 $0.00055 $0.00498
Sonnet 5 $0.00022 $0.00199
Haiku 4.5 $0.00011 $0.00100

Measured 8d ago against content hash 707657579fb0, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

subtext-read 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 8d 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.

subtext-read/SKILL.md · 44 lines

How it starts

The opening of the file, as written. The whole thing — 44 lines — stays where its author put it; the contents beside it link to each section on GitHub.

subtext read

A subtext document is prose that someone structured sentence-by-sentence and annotated with clarifications: they were interviewed about everything a cold reader might find unclear (undefined acronyms, ambiguous references, vague dates, missing context), and their answers travel with the exact sentences they clarify. Reading one means presenting the document with that extra context woven in — the reader should get answers at the point of confusion, plus honesty about what remains unresolved.

Step 1 — Decode

The file embeds a $legend explaining its own encoding — read it and follow it. In brief:

  • Columnar ("$format": "contextdoc/columnar-v1"): cols.* are parallel arrays; cols.text[n] is sentence n. structure is the section tree in reading order, referencing sentences by 0-based index. cols.extra[n].meta.clarifications (keys are strings, e.g. "3") holds that sentence's clarifications. Provenance columns (cols.by/at/type/...) hold -1 when absent, or indices into dict.* when present.
  • Nested (no $format key; has sectionsblockssentences): the same document as an explicit tree; clarifications sit on each sentence at meta.clarifications.

Also collect:

  • metadatatitle, and possibly audience, purpose, context_date (the date that anchors relative time like "next quarter"), and open_questions (questions the author could not answer, each with the target sentence's id).
  • sources — citation map; cols.cite[n] / sentence citations hold keys into it.

Step 2 — Present

Present, in order:

  1. TL;DR — 2–4 sentences in your own words. Note audience/purpose/context_date here if present.

  2. The document — render it as readable Markdown per the $legend's rendering rules, with one change: weave clarifications in where they apply. After a clarified sentence, add an indented note, visually distinct from the prose, e.g.:

    ℹ️ "40% relative to what baseline?" — The v1 routing engine, measured on the June traffic replay.

Read the full file on GitHub · 44 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. 8d ago First seen · 44 lines · 109 tokens per session scan A 707657579fb0

Subscribe to this mod's changes

subtext-read is a skill published in the GitHub repository TheoryVentures/subtext-skills (20 stars, last pushed 1mo ago), licensed MIT. It adds 109 tokens to every session and 996 once invoked, about $0.0005 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 2026-08-30.

Related

Other skills, from other repositories

orbit-notion

Open Orbit briefing skill — selected by the Orbit pipeline when Notion is the user's only connected connector, or when the user explicitly scopes their daily digest to Notion. Pulls the past 24 hours of document edits, comments, mentions, and database row changes from the user's authenticated Notion connection and…

nexu-io/open-design · 117 tokens

instrument-data-to-allotrope

Convert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D CSV. Use this skill when scientists need to standardize instrument data for LIMS systems, data lakes, or downstream analysis. Supports auto-detection of instrument types. Outputs include full…

anthropics/knowledge-work-plugins · 123 tokens

baoyu-youtube-transcript

A tool for downloading the written captions, subtitles, chapter information, speaker labels, and cover image from a YouTube video using its URL or ID.

JimLiu/baoyu-skills · 107 tokens

feishu

Work with Feishu or Lark bots, docs, sheets, bitables, approval flows, and OpenAPI/MCP setup without hardcoding credentials.

Hmbown/CodeWhale · 33 tokens

read

Reads URLs and PDFs by fetching source content, defaulting to concise summaries for plain read requests and clean Markdown when asked to convert, save, quote, cite, or feed downstream work. Use when users ask in any language to read, fetch, check, summarize, quote, cite, convert, or save a URL or PDF. Not for local…

tw93/Waza · 78 tokens

overleaf-sync

A two-way connection between a local paper folder and Overleaf, a web-based LaTeX editor for writing research papers. It lets you move changes between the local files and the shared Overleaf project.

wanshuiyin/Auto-claude-code-research-in-sleep · 97 tokens