note
Skill21 starsChanged 9 days agoMITView on GitHub
Use this skill to record progress, partial findings, hypotheses, and page-anchored evidence while investigating a long document. Call Note aggressively — any time you read a page and confirm, narrow, or update your understanding of the user's question. Triggers include "jot that down", "save this finding", "note that page 7 says X", or (more often) implicit internal signals — you just learned something and want it recoverable later. Notes persist in the session and Review can select among them. Never paraphrase notes back from memory; write them as you go.
We split this skill into the rules it gives an agent
7 rules. 0 are common, 6 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 15 edited versions we read keep these.
6
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 15
Every factual Note call must include evidence copied from the source.
- Distinctive: line 30
If you cannot produce an exact quote, go back and Read the page first.
- Distinctive: line 62
When the finding is purely speculative with no supporting page.
- Distinctive: line 67
All fields are per-call (the model decides them).
- Distinctive: line 119
After Read returned page 7:
- Distinctive: line 135
Read → Note: after every meaningful page-read.
- Distinctive: line 136
Note → Review: when you're ready to synthesize — Review lets an aux LLM select the notes relevant to a question.
“Common” is measured: kept by at least 6 in 10 of the 15 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
Note — append a progress-analysis note
Evidence requirements
Every factual Note call must include evidence copied from the source. Prefer an
exact quote in a type:"text" item, and include a physical page reference in
source, such as "Page 33" or "Page 12, Table 2". Strategy-only and
dead-end checkpoints may omit evidence when they make no factual claim.
BAD vs GOOD example:
// ❌ BAD — paraphrase, no page ref
{"type": "text", "source": "survey data", "content": "Most Republicans think the president can pardon himself"}
// ✅ GOOD — exact quote with page ref
{"type": "text", "source": "Page 7, Q24a", "content": "73% of Republicans and Republican-leaning independents say the president can legally pardon himself"}If you cannot produce an exact quote, go back and Read the page first. Do not Note from memory.
This skill is half of the Note / Review pair that gives a multi-turn investigation a memory. It writes one structured entry per call — what you found, what you plan next, and the evidence backing the finding — into an append-only timeline stored on the session file.
Why bother writing notes?
Long-document work is read-heavy. By the time you're at turn 8 you've
already seen pages 1, 3, 5, and 12; without notes you'd be lugging those
chunks around in every prompt. Writing a note lets the next turn keep
working from a short summary while the evidence stays addressable by
note_id. Review can then cherry-pick the notes relevant to a final
answer.
When to use
- You just confirmed something concrete on a page (a number, a claim, a definition) — write a note with page-anchored evidence.
- You formed a hypothesis you might want to revisit later.
- You finished one sub-task of a multi-part question (e.g. "figured out partisan split on ethics") and are about to pivot to the next sub-task.
- You hit a dead end and want to record that it was a dead end (so you don't redo the same search).
When NOT to use
- For trivia already obvious from the user's message.
- When the finding is purely speculative with no supporting page. Go read the page first, then note.
Arguments
All fields are per-call (the model decides them). Pass via JSON:
uv run --locked python docatlas/skills/note/scripts/run.py --json '{
"found": "Page 7 shows Republicans +30pt more likely than Democrats to say president can legally pardon self.",
"plan": "Next, check page 9 for the ethics-charges question.",
"evidence": [
{
"type": "text",
"source": "Page 7, partisan split table",
"content": "55% of Republicans and 25% of Democrats say the president can legally pardon himself"
}
]
}'| Field | Required | Notes |
found | factual notes | 1-3 sentences. Page-anchor anything concrete. |
plan | no | What you intend to do next. Helps reviewers. |
evidence | factual notes | List of {type, source, content, filename?}. |
Provide at least one of found, plan, or evidence.
Evidence item shape
{
"type": "text" | "table" | "image",
"source": "Page N" | "Page N, <title>",
"content": "quoted excerpt or caption",
"filename": "for image items only"
}Output
One JSON object on stdout:
{
"text": "Saved as note #2 (step 5). Total analyses so far: 2.\n\n[Step 5] …rendered note…",
"note_id": 2,
"step": 5,
"analysis_count": 2
}Examples
Example — save an anchored finding
After Read returned page 7:
Direct calls require HARNESS_SESSION_FILE; see ../README.md.
uv run --locked python docatlas/skills/note/scripts/run.py --json '{
"found": "73% of Republicans vs 31% of Democrats say the president has legal authority to pardon himself (Pew 2018).",
"plan": "Cross-check with the partisan table on page 9.",
"evidence": [
{"type": "text", "source": "Page 7", "content": "73% of Republicans and 31% of Democrats say the president has legal authority to pardon himself"}
]
}'Tips for combining with other skills
- Read → Note: after every meaningful page-read. Don't wait.
- Note → Review: when you're ready to synthesize — Review lets an aux LLM select the notes relevant to a question.
- Automatic tree enrichment: once a note with page references is saved, the harness automatically lifts its page-findings into the PageIndex tree, so a later Search sees them as hints. (No extra call — it happens on the post-Note hook when tree annotation is enabled.)
Other versions21 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 21
- egregore-labs/egregore★ 293same name
- buildomator/buildomator★ 90same name
- yha9806/academic-writing-toolkit★ 46same name
- owenliang60-ship-it/knowledge-mgmt★ 37same name
- maxwellsdm1867/wheeler★ 12same name
- flowing-abyss/obsidian-vault-skills★ 9same name
- TashanGKD/cc_plugins★ 4same name
- couimet/my-claude-skills★ 1same name
- Jkudjo/oh-my-cursor★ 1same name
- kokukaityo/dotfiles-bridge★ 1same name
11 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.
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In this repository4 other files it gives its agents.
- web/AGENTS.mdAGENTS.md
- readSkill
- reviewSkill
- searchSkill
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
Reviews can't be read right now.
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.

