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Prioritization done right — so you can act on it.
The prioritization era was over the moment AI made exploit generation effectively free. But when a human still has to look at something, it should be the right thing. Heeler scores every finding against your real runtime exposure, ownership, and business context — not theoretical CVSS.
CVSS isn't your threat model.
Public severity scores don't know which of your services touch the internet, which dependencies are reachable, which secrets are live, or which agent artifacts ran in production this week. Heeler does — and uses all of it to score what you actually look at.
One scoring framework. Four signals.
SCA, SAST, Secrets, and Agent Skills all score against the same context engine — so a critical SCA finding and a critical Agent Skills finding actually mean the same thing.
SCA
Runtime-reachable CVEs in services that actually run — not "transitive dep mentioned in a lockfile."
SAST
Exploitable code patterns in code that ships to production — not regex matches in dead branches.
Secrets
Validated live credentials in committed files — not anything that looks like it could be a token.
Agent Skills
Risky MCP servers, suspicious CLAUDE.md updates, malicious fetched docs — the supply chain your agents read from.
Six dimensions of context behind every score.
From the Context Engine — connected once, used everywhere.
Skills, MCP configs, agent policies your team has in place.
Repos, modules, dependencies, reachability, patterns, commit history.
Live services, exposure, configuration, deployment state.
Service criticality, compliance scope, risk tolerance.
Team mapping down to the dependency level.
Vulnerability research, CVE feeds, exploit availability, in-the-wild signal.
What a prioritized finding actually looks like.
Same CVE. Same CVSS. Two very different priorities once context lands.
Critical CVE in payments service
- CVSS base9.8
- Reachable code pathYes
- Internet exposureYes
- Touches customer dataYes (PII + cards)
- Ownerpayments-team
- Exploit availableYes (public PoC)
Heeler score: CRITICAL · act now
Same CVE in internal worker
- CVSS base9.8
- Reachable code pathNo
- Internet exposureNo (VPC-internal)
- Touches customer dataNo
- Ownerdata-pipeline-team
- Exploit availableYes
Heeler score: LOW · queue for batch remediation
See your real findings get scored against your real stack.
A demo on your codebase shows what Heeler would surface as Critical, what it would deprioritize, and why — with the context trail behind every decision.
