neuron-explorer
Steering-first neuron explorer for Qwen3.5-4B: push every MLP neuron, keep every rollout, browse the results
翻译准备中
正在加载完整 README。 以下为已保存的摘录。
Design-process documents as single HTML files: an agent generates one, a human reviews it in the
browser, and the review comes back as structured change requests the agent can apply.查看完整 README ↗A one-page design system for the documents an agent writes and a human reviews.
An agent generates one HTML file; a human opens it, reads it, and leaves the review as structured change requests; the agent applies them and rewrites the same file. dev-process-kit ships the shell, the review loop, and the parts the page is made of — tokens, CSS atoms, components, views and boards — as Web Components, with no build step.
<script type="module"> and the elements are there.A view owns the whole page and cannot be embedded. Pick the one whose subject is what you need to agree on with the reader.
| View | Element | What it is |
|---|---|---|
| User Story Mapping | dpk-view-usm | Scope, steps, stories and releases on one map; milestones, dependencies, labels and a burndown |
| UX Prototype | dpk-view-prototype | Screen flow and what each step looks like: activities, stories, steps, screens and previews |
| Slides | dpk-view-slides | A deck paged through one slide at a time |
| Task Context Board | dpk-view-task-board | Where a task shared by an agent and a person stands: context, todos, proposals, outputs, the conversation log and questions |
| Delegation Poker | dpk-view-delegation-poker | Management 3.0 delegation poker: seven levels per decision area, settled on one agreed level per row |
| Plain | dpk-view-plain | A titled page with no domain of its own: your markup and comments, for anything no other view fits |
A board is a self-contained visual surface. It can be embedded inside a view, and it can be the content of a page. That is one element used two ways, not two kinds of element.
| Board | Element | What it is |
|---|---|---|
| ER diagram | dpk-board-er-diagram | What changed between two schema snapshots |
| State diagram | dpk-board-state-diagram | Which states exist, and what moves between them |
| Sequence diagram | dpk-board-sequence-diagram | In what order participants talk |
| Dependency graph | dpk-board-dependency-graph | What depends on what, and what is circular |
| Architecture map | dpk-board-architecture-map | Which services exist, in which boundary |
| Mind map | dpk-board-mind-map | A central topic and its subtopics, fanned out left and right, with folding |
| Event Storming | dpk-board-event-storming | Sticky notes on swimlanes in timeline order, with causality links |
| Example Mapping | dpk-board-example-mapping | One story per column, rules beneath it, examples beneath each rule, questions pinned to any of them |
| Whiteboard | dpk-board-whiteboard | Sticky notes, text, shapes and titled frames on a pannable, zoomable canvas, joined by labeled connectors |
| Kanban | dpk-board-kanban | Columns of cards with WIP limits; reviewers move and add cards as draft actions |
Components are the pieces you combine inside a view, a board or your own markup. They never fill
a page by themselves: the review rail (dpk-comment-panel), inline editing (dpk-inline-edit),
formal specs (dpk-formal-spec), tables and matrices (dpk-table, dpk-matrix), selects and
comboboxes (dpk-select, dpk-combobox), checklists, tabs, dialogs, tag filters, commentable
sections and the comment popover/thread, mocks and the CSS atoms. Each has a page under
docs/components/ and docs/boards/.
The page is not a picture: the reader operates it, and the operations are the review.
app:app), on a view's element, or
on a board's node, field or edge. A comment on something that is gone stays in the draft as
stale instead of disappearing.data-dpk-grill) for the reader to
answer; they are a core feature of the shell, not a view of their own.<dpk-app storage-key="checkout-review">
<script type="application/json">
{ "title": "Checkout review" }
</script>
<dpk-page name="scope" label="Scope">
<dpk-view-usm>
<script type="application/json">
{ ...base data... }
</script>
</dpk-view-usm>
</dpk-page>
<dpk-page name="domain" label="Domain">
<dpk-board-event-storming>
<script type="application/json">
{ ...base data... }
</script>
</dpk-board-event-storming>
</dpk-page>
<dpk-page name="notes" label="Notes">
<dpk-view-plain>
<script type="application/json">
{ "sections": [{ "id": "decision", "title": "Decision" }] }
</script>
<section slot="main" data-dpk-target="section:decision">...</section>
</dpk-view-plain>
</dpk-page>
</dpk-app>
<dpk-app> — one per HTML file. The header, the review, one draft, one storage record,
the hash and undo/redo.<dpk-page name="…"> — one switchable subject. It holds exactly one view or board.Tags are the public contract; Lit is an implementation detail. Targets are type:id@page
(story:checkout.pay@scope), the hash is #page=scope&scope.activity=signup, and the
document-wide target is app:app. There are no compatibility aliases with the older
template-and-board tags.
Load one entry from jsDelivr, with the version pinned. A page has to keep working when a new
version is published, so never generate HTML against a floating URL such as @latest.
| Entry | Use it when |
|---|---|
views/usm.js / views/prototype.js / views/plain.js / views/slides.js / views/task-board.js / views/delegation-poker.js | the page is that view |
boards.js | the page uses a board, embedded or as its content |
components.js | the page uses components without a view |
index.js | one URL for everything |
<script type="module" src="https://cdn.jsdelivr.net/npm/dev-process-kit@<version>/dist/views/usm.js"></script>
<script type="module" src="https://cdn.jsdelivr.net/npm/dev-process-kit@<version>/dist/boards.js"></script>
A view entry registers the view, <dpk-app>, <dpk-page>, the review rail and inline editing.
Add boards.js when the page uses a board, and components.js when it uses components the view
does not carry. The full contract, slots, page height and the shape of each view's base data are
in docs/.
dev-process-kit is built to be used by an agent: the instructions for LLMs are the
dev-process-kit skill. It is published to npm as
dev-process-kit, a page loads it from jsDelivr
with the version pinned, and the documentation of each version is docs/ at its
v<version> tag.
The landing site of main is live at https://d-kimuson.github.io/dev-process-kit/.
The shortest way to try it is to hand the skill to an agent and say what you want:
Create a USM for this product.
Follow https://raw.githubusercontent.com/d-kimuson/dev-process-kit/main/skills/dev-process-kit/SKILL.md.
Claude Code can publish the page as a Claude Artifact instead of a local file, and dev-process-kit supports that as a first-class target:
comments and db capabilities declared, the review rail
offers Send to Claude in place of copying. The review arrives in the Claude Code session
that published the page, which applies it and republishes to the same URL.docs/claude-artifact.md tells the agent when to publish such a page and how to write it; the skill sends the agent there whenever it can publish an Artifact.
The dev-process-kit agent skill tells the agent when to reach for a page and how to keep it
focused.
# Any agent supported by the skills CLI
npx skills add d-kimuson/dev-process-kit
# Claude Code
/plugin marketplace add d-kimuson/dev-process-kit
/plugin install dev-process-kit@dev-process-kit
Now that AI writes the code, the bottleneck has moved to the human side: the cognitive load of reading, checking and agreeing on what was built. dev-process-kit supports that human context engineering.
It does so with one consistent loop:
flowchart LR
ask["① Human asks the agent"] --> present["② Agent presents the context and what<br/>it understood, in a form a human<br/>reads at a glance"]
present --> review["③ Human reviews it and feeds<br/>back the gaps and the details"]
review -->|"draft actions + brief"| present
② is why the kit ships the views, boards and components that have proven themselves for building shared understanding between human engineers — user story mapping, ER diagrams and the rest — and the design system that makes a page built from them feel like one product.
③ goes further than showing a picture: where a view allows it, the page can be operated directly in the browser, and those operations are collected as a log and handed to the agent, which rewrites the page itself.
MIT