skylarsabo

by Skylar

Adaptive, multi-agent engineering workflows for any codebase: audit, security/privacy threat assessment, remediation, feature discovery & build, performance, tests, dependencies, local review gates, doc alignment, onboarding, and code and concept normalization. Developer-in-the-loop, behavior-preserving, with shared conventions.

by Skylar

Adaptive, multi-agent engineering workflows for any codebase: audit, security/privacy threat assessment, remediation, feature discovery & build, performance, tests, dependencies, local review gates, doc alignment, onboarding, and code and concept normalization. Developer-in-the-loop, behavior-preserving, with shared conventions.

by Skylar

Adaptive, multi-agent workflows for building, auditing, and operating privacy-respecting, anonymity-preserving software. Covers the anonymity threat model, anonymous sessions, Tor/proxy egress and leak prevention, metadata minimization, fingerprinting and traffic-analysis resistance, supply-chain trust, opsec hardening, privacy feature design, leak incident response, doc alignment, and an opsec PR gate. Anonymous-by-default, fail-closed, developer-in-the-loop.

by Skylar

Adaptive, multi-agent workflows for building, auditing, and operating privacy-respecting, anonymity-preserving software. Covers the anonymity threat model, anonymous sessions, Tor/proxy egress and leak prevention, metadata minimization, fingerprinting and traffic-analysis resistance, supply-chain trust, opsec hardening, privacy feature design, leak incident response, doc alignment, and an opsec PR gate. Anonymous-by-default, fail-closed, developer-in-the-loop.

by Skylar

Code-grounded research workflows: ground in the codebase (or given materials), gather external knowledge, and propose improvements, design briefs, library evaluations, and new ideas. Every claim is cited and tiered; local-first with disclosed, fail-closed egress. It proposes and hands implementation to the other suites. Developer-in-the-loop.

by Skylar

Code-grounded research workflows: ground in the codebase (or given materials), gather external knowledge, and propose improvements, design briefs, library evaluations, and new ideas. Every claim is cited and tiered; local-first with disclosed, fail-closed egress. It proposes and hands implementation to the other suites. Developer-in-the-loop.

by Skylar

Verification-first workflows for finding real bugs, fixing them at root cause, and making measured improvements. Prove-it-or-don't-report-it: every finding carries an evidence tier and a proof artifact, and fixes ship a failing-then-passing regression test fixed at root cause. v2 adds test-suite validation (flaky + mutation testing), characterization safety nets, root-cause sibling sweeps, regression bisection, and a regression guard.

by Skylar

Verification-first workflows for finding real bugs, fixing them at root cause, and making measured improvements. Prove-it-or-don't-report-it: every finding carries an evidence tier and a proof artifact, and fixes ship a failing-then-passing regression test fixed at root cause. v2 adds test-suite validation (flaky + mutation testing), characterization safety nets, root-cause sibling sweeps, regression bisection, and a regression guard.