speed-reader
Skill4 starsChanged 41 days agoMITView on GitHub
Fast structured reading of a book, article or podcast into one note (thesis, context, abstract, chapter analysis, short cited quotes, questions, tags, suggested atomic and contrast notes). Use when the person says "speed-read this", "summarise this book", "take notes on this article", "what does this episode argue", or hands over a PDF, ePub, transcript, URL or title.
In this repository12 other files it gives its agents.
- AGENTS.mdAGENTS.md
- starter/AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- starter/CLAUDE.mdCLAUDE.md
- adversarial-second-passSkill
- cv-tailoringSkill
- frontmatter-headerSkill
- language-editorSkill
- portfolioSkill
- project-stateSkill
- thinkSkill
- transcribeSkill
The file
We split this skill into the rules it gives an agent
3 rules. About 0 are common, 0 are distinctive, and 3 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈0
Distinctive · estimate
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 14
Read it in full, and the LOCAL.md next to it if present.
- Very specific: line 18
Follow it. Its ## Constitution always wins.
- Very specific: line 19
If the person corrects the result, write a learning packet to the skill's observations/ folder (P05).
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
speed-reader
Thin entry (PAROS P04). The knowledge lives in a live definition; this file only finds it.
- Locate the live definition, first match wins:
- where the vault entry file (
AGENTS.mdorCLAUDE.md) says skills live:<skills folder>/speed-reader/CURRENT.md; <vault>/PAROS/skills/speed-reader/CURRENT.md;- the PAROS reference copy:
<paros repo>/skills/speed-reader/CURRENT.md.
- where the vault entry file (
- Read it in full, and the
LOCAL.mdnext to it if present. Read itsversion:field. - Report one line before working:
- from the vault:
Running speed-reader v<X> from your vault; - from the reference copy:
Running speed-reader v<X> from the PAROS reference, not yet adopted.
- from the vault:
- Follow it. Its
## Constitutionalways wins. - If the person corrects the result, write a learning packet to the skill's
observations/folder (P05).
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

