Tools
Tools for the engineering loop.
Tools are not one magic box. They are surfaces that keep the same evidence moving from review to triage to local repair, browser chat, and the assistant surfaces where your team asks questions.
GitHub
Review
Findings that arrive with evidence, not just confidence.
Linear and issue flow
Triage
Turn unclear work into the next useful engineering action.
Terminal
CLI
Bring repository memory into local repair.
Browser workspace
Chat
A GUI for code, research-based questions, and connected apps.
Slack and handoff
Assistant
Answer from team context without hiding the source of the answer.
Workflow
One loop, four surfaces.
Connect the surface you already use.
GitHub, Linear, Slack, and the CLI stay distinct. Sigilix connects them through the work they share instead of forcing every decision into one dashboard.
Pull the right context into the moment.
The tool asks for repository structure, past findings, issue history, and recent commands only when that context changes the answer.
Make the decision where it belongs.
A review comment stays in review. A ticket update stays in triage. A repair loop stays local. The shared layer keeps them consistent.
Write back what was learned.
Useful outcomes become bounded memory: what was proven, what failed, what changed, and what should be remembered next time.
GitHub
Review
Findings that arrive with evidence, not just confidence.
Review starts where the diff is already being judged. Sigilix reads the changed code, the surrounding implementation, prior review memory, and the test surface before it decides whether a comment has earned the right to post.
Grounds every finding in a file, line, and behavior path.
Separates model interpretation from deterministic evidence.
Carries repeated project lessons forward without turning them into noise.
Linear and issue flow
Triage
Turn unclear work into the next useful engineering action.
Triage is the handoff layer between a signal and a fix. It keeps the bug shape, severity, owner, repo context, and recent decisions together so a ticket does not become a vague summary detached from the actual code.
Keeps issue language tied to the evidence that created it.
Prioritizes work by blast radius, confidence, and missing proof.
Makes follow-up questions concrete instead of asking for generic context.
Terminal
CLI
Bring repository memory into local repair.
The CLI is built for the repo itself. It reuses the same repository understanding from review and triage, then helps inspect files, explain decisions, run repair loops, and keep changes tied to what your team has already learned.
Preserves local commands, failure output, and changed files as working memory.
Keeps answers close to the actual repository instead of a generic prompt.
Moves from explanation to repair without losing the reason the work started.
Browser workspace
Chat
A GUI for code, research-based questions, and connected apps.
Chat is the browser surface for the same moat. It can code with you, answer research-based questions, and use connected apps and MCPs without asking you to paste the same project context into every thread.
Uses connected GitHub, Linear, Slack, docs, and MCP context when the question needs it.
Keeps source boundaries visible so research-based answers do not turn into loose recollection.
Gives non-terminal users a way to work with the same repository memory and model routes.
Slack and handoff
Assistant
Answer from team context without hiding the source of the answer.
The assistant layer is for the conversations around the code. It can answer from Slack, Linear, reviews, and repo memory, but the useful part is the boundary: it should show why it knows something, what it is missing, and where the decision came from.
Summarizes decisions with source-aware context instead of loose recollection.
Escalates when a question needs fresh evidence from the repo or workflow.
Keeps guardrails visible so memory helps the user rather than quietly steering them.
Shared layer
Context that follows the work.
Repository graph
Code relationships, ownership, symbols, and nearby call paths keep each tool from treating a file as isolated text.
Workflow memory
Reviews, tickets, commands, and handoffs become reusable context when they explain how your team actually works.
Evidence receipts
Findings and answers keep the proof attached: lines, tests, command output, prior decisions, and missing checks.
Tools should make the engineering loop easier to reason about, not louder. Sigilix keeps the surface simple and lets the proof travel with the work.