From vague ticket
to precise action.
Sigilix reads the issue, reads the code, and triages like your best engineer — rewriting the title, setting priority and severity, estimating effort, suggesting the owner, linking the related PRs, and explaining the root cause in file:line terms. Natively in Linear and Jira.
Sigilix details your ticket — quietly.
It rewrites a vague issue into a detailed spec in place (no inbox flood), drops the analysis in the thread, and answers follow-ups.
something is broken on the review thing???
It reads the issue, reads the code, and triages like your best engineer.
A vague ticket arrives. Sigilix turns it into something a team can act on in seconds — grounded in the actual code, not just the words in the report.
Rewrites the title
“it's broken again” becomes a precise, searchable summary of what actually fails and where — so the backlog reads like an engineer wrote it.
Sets priority & severity
It weighs blast radius from the code — auth, billing, data loss vs. cosmetic — and assigns a priority you can defend, not a default.
Estimates effort
Reads the surface area the fix touches — files, call paths, tests — and attaches a grounded effort estimate instead of a guess.
Suggests the owner
Maps the failing area to the people who actually wrote and reviewed it via code ownership and git history, then proposes an assignee.
Roots-causes in file:line
Doesn't stop at restating the report — it reads the code and explains the likely root cause down to the exact file and line.
Links the related work
Surfaces the PRs that introduced or touched the code, the ADRs that set the pattern, and prior issues covering the same surface.
Catches duplicates
Recognizes when a ticket restates one you already have and flags the match — so the same bug isn't triaged five times.
Flags what's missing
If there's no repro, no expected behavior, or no acceptance criteria, it says so — and drafts the questions that unblock the work.
Linear and Jira
Works natively in both — the same triage, applied to the issue rail your team already lives in, not a separate dashboard.
Posts a grounded comment
Everything lands as one structured comment on the issue, citing the code it read — review it, edit it, or accept it as-is.
PRs, reviews, commits, issues
Issues, cycles, roadmaps
Build logs, test output
Tickets, epics, sprints
Threads, DMs, channels
Docs, specs, runbooks
Tasks, lists, goals
Agent-grade interactions,
built for engineering teams.
Every scene is live. Watch Sigilix read context, reason, and act — not just generate text.