When a smooth summary hides where the ground is weak, weave keeps the evidence visible and lets the material choose its shape.
A frame earns its place when it changes what the article keeps, how it moves, and where it stops.
A readable answer can still hide its ground.
Research agents are good at making scattered material sound coherent. The dangerous part is what disappears in the smoothing: disagreement, weak evidence, and the boundary where a claim stops working.
weave treats the article as a view over evidence, not as a summary of everything the model can say.
The material changes the lens.
One pipeline, three ways into a question. The route decides what counts as evidence before any frame is allowed to lead.
deep-read
Papers, articles, interviews, reports
Evidence-grounded Chinese longform
source-dive
Repositories, frameworks, technical projects
Behavior paths, state owners, failure boundaries
survey
Domains and research directions
A map whose structure follows the source set
A frame is useful only when it earns the crop.
Candidate count is not the goal. A frame survives only when it is faithful, specific, selective, honest about its limits, and meaningfully different from the alternatives.
- 01Evidence fidelity
Every load-bearing part can be traced back to the evidence model.
- 02Specificity
It cannot be moved unchanged onto the next source or neighboring topic.
- 03Selection effect
It changes the evidence, chapter order, causal story, or predicted boundary.
- 04Boundary honesty
It names the condition, counterexample, or evidence gap that limits it.
- 05Distinctness
It is not a synonym wearing a different title.
The honest part is part of the product.
weave does not promise a perfect view. It makes the crop inspectable, then leaves the edge visible.
- Collect sources before composing.
- Reserve evidence and test the selected frame against it.
- Separate verified behavior from static inference.
- Turn one thin source into a field-wide claim.
- Keep a frame alive just to manufacture a choice.
- Replace the archived Loom thinking and vault utilities.
Bring a question with a little weight.
Install the skill, give it your material, and see which frame the evidence can actually carry.