librarian
Skill1 starsChanged 3 months agoMITView on GitHub
Sorts the raw material in 01_raw/ between knowledge and projects - creates atomic notes in the wiki, opens or feeds project folders, updates the indexes and archives the originals. Use for "run the librarian", "empty the inbox", "process the raw files", "I dumped some stuff in there".
19 other projects use a version of this.
Adopted by
Most recently taken up by
- jwm-axoni/claude-workbenchtheir own version, first seen Nov 8, 2026
- therealtinhtute/mono-harnesstheir own version, first seen Nov 1, 2026
- skills-agents-co/skills-and-agents-librarytheir own version, first seen Oct 15, 2026
- ivanrvpereira/.agentstheir own version, first seen Oct 13, 2026
- mitsuhiko/agent-commandstheir own version, first seen Oct 8, 2026
- diodeinc/pcbtheir own version, first seen Oct 8, 2026
Used with
Projects with it also use bro, retro and 1 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
MicrosoftSkillbro
Re-explain the previous assistant message in a much simpler way, for when the reply made you go 'bro what'. Use /bro to get a simpler version of the last answer in Plain Language + Chicago Manual of Style, with diagrams where they help.
Also in 3 projects that use this
AWSSkillretro
Conduct a retrospective on a coding session.
Also in 3 projects that use this
GoogleSkilltdd
Test-driven development. Use when the user wants to build features or fix bugs test-first, mentions "red-green-refactor", or wants integration tests.
Also in 4 projects that use this
Other versions19 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 19
- mitsuhiko/agent-commands★ 3.2ksame name
- mitsuhiko/agent-stuff★ 3.2ksame name
- diodeinc/pcb★ 477same name
- ngmeyer/librarian-mcp★ 29same name
- roerohan/skills★ 29same name
- ivanrvpereira/.agents★ 19same name
- therealtinhtute/mono-harness★ 5same name
- SVerITG/Metis★ 4same name
- jwm-axoni/claude-workbench★ 2same name
- iancleary/skills★ 1same name
9 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository7 other files it gives its agents.
- template/CLAUDE.mdCLAUDE.md
- knowledge-pillSkill
- onboardingSkill
- project-kickoffSkill
- session-logSkill
- specializeSkill
- system-checkSkill
The file
We split this skill into the rules it gives an agent
6 rules. 0 are common, 6 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 19 edited versions we read keep these.
6
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 14
When it triggers: when the user asks to process the inbox, or reports having documents and notes piled up to turn into something structured.
- Distinctive: line 26
If a file will not extract, leave it where it is, flag it in the final report and carry on with the others.
- Distinctive: line 39
If a pile is ambiguous, ask — once, with your proposal already formed, not an open question for every file.
- Distinctive: line 46
Value threshold: only what is actionable, informative or citable goes in.
- Distinctive: line 48
Contradictions: if a new source contradicts — rather than adds to — a statement already written in an existing note, do not overwrite.
- Distinctive: line 102
When to stop: if more than three new projects emerge from the material at once, do not open them all.
“Common” is measured: kept by at least 6 in 10 of the 19 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Librarian — Procedure
v1.1
Bridges raw material and the ordered system: 01_raw/ is the chaotic inbox where the user dumps things without thinking about it, 02_wiki/ the library of knowledge, 10_projects/ the home of projects. It extracts value from raw files and sends it where it belongs.
Goal of the procedure: empty the inbox while producing reusable knowledge and project scaffolding, without losing the source and without blowing up the reading cost.
When it triggers: when the user asks to process the inbox, or reports having documents and notes piled up to turn into something structured.
Prerequisites:
- Material in
01_raw/.
Steps
1. Extract clean text
Files in 01_raw/ may include heavy HTML and PDFs: reading them whole burns the context. Extract the text first with whatever tools the environment offers — a conversion command, or a short script written on the spot — and work on the extract.
.txt, .md and .csv files under 50 KB can be read directly, with no intermediate step.
If a file will not extract, leave it where it is, flag it in the final report and carry on with the others.
2. Sort before you digest
Raw material is not all of the same nature, and sending all of it to the wiki is the most common mistake. Before creating anything, split what you have read into three piles:
- Domain knowledge — still useful even if the user changes project or client. Goes to the wiki: Steps 3-5.
- Project material — only makes sense inside a specific piece of work: briefs, decisions, requirements, state, a client's material. Goes to
10_projects/: Step 6. - Personal context — how the user works, preferences, stable constraints, ways of thinking that are reusable regardless of subject (a copywriting structure, a sales method). Goes to
00_context/, not the wiki: flag it to the user instead of creating it among the notes.
The test that decides between the first two: "is this still useful if I change project or client?" Yes → knowledge. No → project.
A single file can feed more than one pile: a work dump often holds both the state of a project and a reusable technique. You split it, you do not choose.
If a pile is ambiguous, ask — once, with your proposal already formed, not an open question for every file.
3. Identify the concepts
On the material in the "knowledge" pile only. Find the distinct concepts that deserve a note of their own: frameworks, checklists, procedures, insights, terminology, data.
Atomicity — one concept, one file. If a document covers several separate subjects, it produces several notes. Five small notes beat one huge one. The deciding question: "what will I want to search for this information under, six months from now?" — every different answer is a different note.
Value threshold: only what is actionable, informative or citable goes in. Navigation, footers, disclaimers and repetition stay out.
Contradictions: if a new source contradicts — rather than adds to — a statement already written in an existing note, do not overwrite. Add a callout at the top of the affected section and leave it there: resolving it is the user's job, not yours.
> [!contradiction] [1 line: what is being contradicted]
> Old statement ([source]): ...
> New statement ([source]): ...4. Create the notes
One .md file per concept, in 02_wiki/ or in the right thematic subfolder. Check which categories actually exist before assuming; create a new one only if the subject is genuinely different from those present.
File name: descriptive-kebab-case.md.
# [Concept Title]
[Dense, direct summary: key points, concrete numbers, specific techniques.
Only what is explicitly in the source — never inferences presented as facts.
Bullet points instead of long paragraphs.]
## Connections
- [[related-note]]
---
**Source:** `original-file-name`The Connections section goes in only if notes it genuinely links to already exist. No invented links to fill space.
5. Update the wiki indexes, both levels
Category index (02_wiki/<category>/index_<category>.md) — this is where the real list goes: add the entry under the right topic (create it if missing) and update the header, note count and date. If the category index does not exist yet, create it:
# Master Index — <Category>
> N notes | Last updated: YYYY-MM-DD
### [Topic]
- [[note-name]] — one-line descriptionRoot index (02_wiki/wiki_index.md) — only two operations allowed. If you created a new category, add its row under "Categories". If the category already existed, update only the note count. The root index never lists individual files.
6. Build or feed the projects
On the material in the "project" pile. For every project recognised in the raw material:
The project does not exist yet → run project-kickoff/SKILL.md, which creates the folder, the rules, the state file, the table row and the index entry. Do not improvise a folder structure of your own: the kick-off procedure exists for this, and it guarantees the project is born reachable rather than orphaned.
Then pour the material into the folder you just created: whatever describes the current state goes into the project's memory.md, the documents themselves stay as files inside the folder.
The project already exists → do not recreate it. Update its memory.md with whatever the raw material says that is new, and add the documents to its folder. If the material replaces a previous state rather than adding to it, the old content goes into archive.md before being overwritten.
Recognising a project that was never declared: a dump may contain work the user has never mentioned to you. If the material describes something with a goal, decisions and a state that evolves, it is a project even if nobody called it one. Propose it to the user before creating it — a project born by mistake costs more than one that was missed.
When to stop: if more than three new projects emerge from the material at once, do not open them all. Present the list and let the user say which to start with.
7. Archive the originals
Move successfully processed files into 01_raw/_processed/. Originals are never deleted: they are the backup that makes every digestion reversible. Only files that caused problems stay in 01_raw/.
8. Final report
Concise, split by destination: notes created and where, projects opened or updated, material sent to 00_context/, files archived, files left behind and why, indexes updated.
Things to Know
- The sorting in Step 2 is what makes this procedure useful on a real dump: the user throws in everything they have, without splitting it, and expects the system to work out where each thing goes.
- A file that feeds both the wiki and a project is still archived once, at the end.
History Log
- [2026-07-26] Procedure created.
- [2026-08-04] Added upstream sorting (Step 2) and project building (Step 6). Previously the procedure could only produce wiki notes, and the case "the user dumps project-related material into
01_raw/" ended in a question to the user rather than an action: project material had no route to becoming scaffolding.
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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.

