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.
npx skills add TheoryVentures/subtext-skills --skill subtext-readgit clone --depth 1 https://github.com/TheoryVentures/subtext-skillsWrote 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.
[](https://agentmods.dev/skills/theoryventures/subtext-skills/subtext-read)<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>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.
| Model | Per session | Once 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 |
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.
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.structureis 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-1when absent, or indices intodict.*when present. - Nested (no
$formatkey; hassections→blocks→sentences): the same document as an explicit tree; clarifications sit on each sentence atmeta.clarifications.
Also collect:
metadata—title, and possiblyaudience,purpose,context_date(the date that anchors relative time like "next quarter"), andopen_questions(questions the author could not answer, each with the target sentence's id).sources— citation map;cols.cite[n]/ sentencecitationshold keys into it.
Step 2 — Present
Present, in order:
-
TL;DR — 2–4 sentences in your own words. Note
audience/purpose/context_datehere if present. -
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.
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.
- 8d ago First seen · 44 lines · 109 tokens per session scan A 707657579fb0
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.
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