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What is Sigilix?
The platform processes each pull request by first collecting deterministic evidence from scans and rules before any model interpretation occurs. Specialists then examine this data in parallel for issues in logic, security, performance, and testing, with a synthesizer consolidating results into a single structured comment that includes risk-ranked files and line-anchored findings. Findings receive explicit proof classifications and suggested patches, while a memory component tracks repository-specific preferences based on user feedback. This architecture extends beyond reviews to handle triage tasks and maintain a persistent code graph for ongoing use. A command-line interface provides parity with the review capabilities, allowing staged reviews and agent-assisted fixes that reference verified locations in the codebase.
Key features
Five-specialist PR review architecture (Metis, Argus, Iris, Eunomia, Harmonia)
Five-stage verification pipeline with evidence grounding and self-refutation
Structured review comments including effort estimates, risk-ranked files, and line-anchored findings
Proof tiers (VERIFIED, GROUNDED, MODEL) on every finding
Suggested fixes with ready-to-apply patches
CLI for staged reviews and agent-driven code fixes
Triage support for CI failures and Linear issue rewriting
What you can use Sigilix for
Pull Request Reviews
Five specialists review every PR through a five-stage pipeline that grounds findings in evidence, attaches proof tiers, and delivers structured comments with effort estimates and risk-ranked files.
CI Failure Triage
Triage support identifies root causes in failing CI runs and rewrites Linear issues with line-anchored details and suggested fixes.
Agent-Driven Code Fixes
CLI enables staged reviews and applies ready-to-use patches generated from grounded findings for automated remediation.
How to use Sigilix
- 1Join the private beta at sigilix.ai
- 2Install the hosted GitHub App on your repository
- 3Open a pull request to trigger the review
- 4Read the single structured comment with risk-ranked files and proof tiers
- 5Apply suggested patches via CLI or agent prompts
Sigilix pricing
Pricing model: Paid. Plan details are indicative — check the site for current prices.
Private Beta
Custom
- PR reviews
- Triage Assistant
- CLI & Chat access
Editor's verdict
Pros
- +Evidence-based reviews reduce hallucinated findings to zero by design
- +Skimmable, actionable output with collapsible sections and one-click fixes
- +Per-repo trust ledger that improves via user dismissals
Cons
- –Currently available only via private beta
- –Primarily focused on GitHub PR workflows
Our take: Sigilix is a solid coding & dev choice. It's valued for evidence-based reviews reduce hallucinated findings to zero by design and skimmable, actionable output with collapsible sections and one-click fixes. The main trade-off is currently available only via private beta. Best when you need reliable, professional output.
Frequently asked questions
Five specialists named Metis, Argus, Iris, Eunomia, and Harmonia review every pull request in parallel before Harmonia synthesizes the final verdict.
Summary
Sigilix is a solid coding & dev choice. It's valued for evidence-based reviews reduce hallucinated findings to zero by design and skimmable, actionable output with collapsible sections and one-click fixes. The main trade-off is currently available only via private beta. Best when you need reliable, professional output.
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