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index.md
glossary.md
index.md
Agents.md
Handoff.md
Tsuru #12 ✕
Tsuru #11 ✕
Tsuru #10 · skills demo ✕
Collab · Folio Draw ✕
Folds ✕
You · Explain how the memory graph clusters my wiki pages by tag.
tsuru
Hello — I'm your Origami coding agent, running locally. What would you like to build today?
You
Explain how the memory graph clusters my wiki pages by tag.
tsuru
Thought process
The user wants to understand how the memory graph clusters pages by tag. The graph is built from wiki/pages. Each page carries tags. I fan each tag out to the pages that use it, and group by namespace folder. Hubs (high degree) sit central; leaves drift out.
The graph reads your wiki/pages and builds three kinds of node:
- namespace — folder hubs: projects, systems, personal
- tag — shared topics, sized by how many pages use them
- page — each wiki page as a dot
$ python scripts/build_graph.py --colorby tag clusters: 3 namespaces · 9 tags · 85 pages wrote memory-graph.json (ok)
tags: [godot, engine, modding] links: [[aether_terrain]] [[aether_forge]]
Build complete — 3 namespaces · 9 tags · 85 pages clustered.
tsuru
I can scaffold the memory graph from your wiki — before I start, a couple of quick questions.
tsuru
Thought process
Scope the cluster build before touching files: which namespaces to include, and how to treat unlinked pages.
Clarifying question1 of 2
[ask] Which namespaces should the memory graph cover?
tsuru
Hello — I have access to a set of built-in skills. Try asking me to draw a chart, open a page in the browser, or search the web.
You
Show me a bar chart of quarterly revenue for last year — Jan, Apr, Jul, Oct.
tsuru
Thought process
The user wants a bar chart. I have the chart tool available — I can draw bar, line, or pie charts. They specified quarters: Jan, Apr, Jul, Oct. I'll use sample revenue figures that show a realistic upward trend.
Here's a bar chart of quarterly revenue for last year — I used the chart skill to generate it directly in the chat.
Chart generated and rendered inline.
You
Can you open the Origami docs page in the browser?
tsuru
Thought process
The user wants me to use the browser skill. I'll open the Origami docs site in the VS Code integrated browser. The browser tool can open a URL and read the page text back.
Opening the Origami docs site now — the browser skill opens a page in a separate tab in VS Code's editor area so you can browse while we continue chatting.
Opened https://origami.ai in a VS Code browser tab
Page opened — you can see it in the browser tab next to this chat.
tsuru
I also read the page content so you don't have to leave this conversation. The docs cover installation, configuration, and all available skills.
Folio Draw
orchestrator
★
tsuru
debug
scout
fable
Add drawing tools to the Folio charts — freehand annotation, arrow markers, and text labels on the chart canvas.
I'll decompose this into independent tasks. @scout — research the chart rendering engine and find where drawing hooks can be inserted. @fable — design the drawing layer architecture. @tsuru — standby to implement once the design is ready.
Found the rendering pipeline. The chart uses an SVG renderer with a separate overlay layer for interactivity. Drawing hooks can be inserted at
src/renderer/overlay.ts without touching core chart logic. The overlay already captures pointer events.explorescanned src/renderer/overlay.ts·event-handler.ts·chart-core.ts✓
@orchestrator Recon complete. Full report in the thread.
Good. @fable — design the drawing layer based on scout's findings. I need: the canvas insertion point, the tool model (freehand, arrow, text), and the undo stack. @tsuru — stand by to implement.
Here's the architecture design:
- DrawingOverlay — transparent canvas matching chart dimensions, injected between SVG and event layer
- Tool modes — freehand (pointer trail), arrow (click-drag-release), text (click to place, input inline)
- Undo stack — each stroke is a path object in a history array; undo pops and redraws
- Toggle — drawing mode captures pointer events instead of passing through
@orchestrator Design ready. @tsuru can start implementing when approved.
★ orchestrator approved the design and handed off to @tsuru
Design approved. @tsuru — implement the DrawingOverlay module. Use the overlay.ts insertion point scout identified and follow fable's architecture. Start with canvas overlay and freehand, then arrow and text. @debug — review once the first PR is up.
Tasks 3 tasks · 2 in play · 1 awaiting you
Research chart renderer for drawing hooks
scout
Design drawing layer architecture
fable
Implement DrawingOverlay module
tsuru
Agents run in isolated git worktrees — your working tree stays untouched.
Triage3raw ideas — spec them before launch
T-K9F3A2
high
Scroll block needs a max-width on wide screens
@passing
2h ago
T-M2B7Q1
normal
Investigate memory leak in session compaction
5h ago
T-R4D8C3
low
Add dark mode toggle to settings panel
@passing
1d ago
Todo5spec'd — launchable
T-H5J2K8
high
Refactor board bucket logic into boardBuckets.ts
@passing
30m ago
T-P6L3M9
normal
Add unit tests for cron drift detection
2h ago
Pending2queued worktrees
tsuru
main· tsuru· queued
architect
main· architect· queued
In progress1active worktrees
debug↑3+12−4
fix/atv2· debug· qwen3-coder-30b· working…· needs you2m 14s
Blocked1needs your input
plan
feat/velkarn· plan· waiting for review· needs you
Done2idle — ready to apply
plan↑2
feat/velkarn· plan· idle (done)
ask
main· ask· idle (no changes)
Repo Architecture Map
origami-workspace
1 · Entry Points & Interfaces
CLI Commands
1
Entrypoint Modified
Archify CLI
Dispatches render, validate, deliver, preview, compare
archify/bin/archify.mjs
HTTP / Live Services
2
Service
Live Preview Serv
Watches JSON, invokes atomic delivery, serves viewer
archify/bin/preview.mjs
Site Generation
3
Build
Repository Site Build
Builds gallery, guide, start page, README scripts
archify/bin/build-site.mjs
2 · Core Logic / Processing Pipeline
Diagram Rendering
4
Renderer
Five Mode Render
Turns architecture, workflow, sequence, data-flow into diagrams
archify/renderers/five-mode/index.mjs
Shared Infrastructure
5
Runtime
Shared Rendering Core
Loads JSON, runs cross-mode gates, reads the viewer template
archify/renderers/shared/cli.mjs
Data Transformation
6
Runtime New
Model Transformer Pipeline
Normalises, enriches, and cross-references architecture models
archify/transformers/model-pipeline.mjs
3 · Validation, Trust & Policy Gates
Output Safety
7
Validation
Output Path Gate
Resolves output paths and blocks path aliasing
archify/renderers/shared/output-path.mjs
Source Verification
8
Validation
Repository Evidence
Verifies opt-in architecture source references against a Git root
archify/renderers/shared/repo-evidence.mjs
Schema Enforcement
9
Validation
Schema Contract
Defines typed JSON IR and validates it with checked-in schemas
archify/schemas/validator.mjs
4 · External Dependencies & Infrastructure
System Dependencies
10
External
Git CLI
External command used only by the evidence gate to resolve roots
(system path)
11
External
Node.js Runtime
Runtime for CLI, preview server and build scripts
(system path)
Network Services
External Removed
npm Registry
Package resolution for runtime dependencies
(registry)
5 · Artifacts & Outputs
Browser Artifacts
12
Interface
Standalone Browser Artifact
Self-contained dark-first HTML viewer with inline SVG
archify/assets/templates.html
Published Outputs
13
Interface
Final Artifact Collection
Gallery, guide pages and README produced by the pipeline
archify/output/
Reports
Interface
Architecture Reports
Generated PDF and Markdown summaries of architecture analysis
archify/output/reports/
Collab agents — agent definitions a collab can be built from
General-purpose coding agent. Full tool access, file read/write, bash execution. Default for all new sessions.
Model qwen3-coder-30bSteps unlimited
Architect and planner. Designs solutions, writes specs, produces implementation plans. Delegates execution to sub-agents.
Model FableSteps 50
Documentation and knowledge management agent. Writes, maintains, and cross-references wiki pages, handoffs, and specs.
Model Open AI AstraSteps 30
Read-only recon agent. Searches code, reads files, returns evidence maps. Cannot edit — safe for exploration.
Model engine defaultSteps 20
Systematic debugger. Reproduces failures, narrows root causes, verifies fixes. Runs in isolated worktrees.
Model kimi-k3Steps 100
A loop re-runs a prompt on an interval in this workspace — start one from a chat's composer with
/loop <interval> <prompt>. Loops persist across a window reload.Even a persistent loop stops when VS Code closes — it only survives its chat being closed. For something that fires with the editor shut, use a Cron.
Tsuru #10
every 30m
Review the current diff in the active workspace. List any files that need attention, check for common issues (missing error handling, hardcoded values, security concerns), and summarise the review in 3-5 bullet points.
Runs23
Next runin 17m
Last run3m ago · ok
Tsuru #12
every 2h
Scan the wiki/pages directory for broken wikilinks, orphaned pages, and pages missing tag frontmatter. Report any issues found.
Runs8
Next runin 1h 23m
Last run37m ago · ok
Chat unavailable
every Mon 09:00
Summarise the past week's activity across all sessions: what was built, what was fixed, what's in progress, and any blockers. Format as a markdown report.
Runs12
Next runnot scheduled
Last run4 days ago · ok
A cron is a real OS scheduled task — it fires with VS Code closed, unlike a Loop. Schedules live in
.origami/crons.json, tracked in git.Crons run unattended and auto-approved (
--auto): each one approves its own permissions and can write to this workspace with nobody watching. Git is the undo.| Job | Schedule | Next run | Last run | Status | Runs | |
|---|---|---|---|---|---|---|
|
C:\Workspace\.origami\crons\daily-wiki-backup\log
|
every day at 03:00 | in 12h | 7h ago · ok | ok | 47 | |
|
C:\Workspace\.origami\crons\weekly-repo-sync\log
Not registered in the system scheduler — will not fire
|
every Monday at 06:00 | 4 days ago · ok | disabled | 12 |
Engineering16
implement
Build from a spec or tickets, driving tdd internally and closing with code-review. Use to implement agreed work.
tdd
Red-green-refactor test-driven development. Use for feature work — write the failing test first, then make it pass.
prototype
Build a throwaway prototype to answer a design question. Use when a decision needs evidence before committing.
code-review
Two-axis review (Standards + Spec) run as parallel sub-agents. Use to close out implemented work.
codebase-design
Vocabulary and discipline for designing deep modules. Use when designing new code or reviewing structure.
improve-codebase-architecture
Scan the codebase for deepening opportunities, present an HTML report, then grill the findings. Use periodically to slow software entropy.
resolving-merge-conflicts
Resolve in-progress merge or rebase hunks by intent, never by aborting. Use when a merge or rebase has conflicts.
wayfinder
Plan a huge chunk of work as a map of investigation tickets. Use for large, foggy, multi-session efforts.
diagnosing-bugs
Disciplined debugging loop — reproduce, minimise, hypothesise, fix, regression-test. Use when something is broken.
triage
Move incoming issues and PRs through a state machine of triage roles. Use for incoming raw work — bugs, feature requests, external PRs.
research
Investigate a question against primary sources, captured as cited Markdown. Use when you need to answer a question with evidence.
domain-modeling
Build and sharpen the project's domain model, updating the wiki glossary and decision records. Use when terms or decisions need settling.
to-spec
Turn the conversation into a spec (PRD) and publish it. Use after grilling, before breaking work into tickets.
to-tickets
Break a spec or plan into independent tracer-bullet tickets with blocking edges. Use after to-spec, before implementing.
setup
One-time per-repo configuration — where issues live, triage labels, doc layout. Use when adopting the work-backlog pipeline.
ask-tsuru
The routing front-door — read the situation and pick the right skill or flow. Use when unsure which skill fits, to make Origami self-orienting.
Productivity5
grill-me
Interview the user until a plan is fully understood before committing to it. Use before any non-trivial task to prevent misalignment.
grill-with-docs
Grilling session that also builds and maintains the project's shared language (wiki glossary + decision records). Use before starting work on a feature.
grilling
The reusable interview loop behind grill-me and grill-with-docs. Model-invoked; drives the one-question-at-a-time grilling session.
handoff
Compact the conversation into a handoff document another agent can continue from in a fresh session.
teach
Teach the user a skill over multiple sessions, one step at a time. Use when the user wants to learn something, not just have it done.
Workflow3
wrap
End of session — add a HANDOFF block and distil the session's depth into the wiki, in one pass. Use when the user asks to update the handoff, distil to the wiki, wrap up, or close out a session.
writing-great-skills
Reference for writing and editing Origami skills well. Use when creating, reviewing, or maintaining skills.
example-skill
An example skill — replace with real knowledge for this project.
Labyrinth — review a past run as a map of its steps
Run #12 — memory graph explain
Run spend
3,420 tok
$0.0086
1,840 in · 1,260 out · 320 reasoning · 85 cache read
main 2,130
debug 890
⤷ memory-leak 400