simonasrazm

dig-deeper-core

Internal evidence-first troubleshooting engine used by dig-deeper wrappers. Requires a wrapper-supplied authority profile and independent Troubleshooter and Interrogator contexts.

Get a moderately better result from a short or underspecified prompt through a lighter, much faster Smart Shot. Use when the task is bounded and reversible, a few direct checks can resolve the important uncertainty, and specialist agents or independent review would cost more than the task deserves.

s-qa

Independently verify a frozen candidate through fast, vertical-slice, or final QA and return evidence, defects, boundaries, and useful feedback. Use for QA after product changes, final simulations, or a standalone quality check.

s-ui-check

Independently verify a rendered web, mobile, or desktop interface against product intent, its design system, accessibility, themes, states, responsiveness, and localization resilience. Use for UI changes or explicit interface review.

s-waydriver

Reusable control plane for discovering, mapping, coordinating, and resuming a foggy or context-spanning effort. Use when the route itself needs durable decisions, dependencies, frontier state, or Wayfinder-compatible continuation; callers supply domain-specific delivery and verification policy.

sflo-quick

Execute any bounded task through a lightweight plan-do-check-act cycle that removes basic mistakes before delivery. Use for presentations, research, data work, demos, small projects and other work where speed matters, good-enough quality is enough, and a full specialist factory would be excessive. Triggered by `SFLO-QUICK:` or a direct request to run `sflo-quick`.

sflo-waydriver

Autonomous software factory that implements, independently checks, repairs, and verifies a requested change with proportional coordination. Use when the user names SFLO Waydriver or wants working software delivered end to end, including a surgical fix or a multi-step build; the code-based sflo runner is a different factory.

skill-compressor

Make an agent skill cheaper to load without breaking when it activates or how it behaves. Use when a skill has accumulated too much text and the smaller version must earn promotion through routing and runtime tests.

smart-shot

Discover what an ambiguous or consequential request really requires, including hidden intents, affected domains and unknown unknowns, then assemble ad hoc expert agents, use the right tools, act within authority and independently test the result. Use when the prompt may underspecify the real job or a wrong interpretation could materially change the outcome; deeper and more expensive than Fast Shot.

dig-deeper-probe

Diagnose nasty, deep bugs when observation is not enough. Use when tools, safe reproduction and controlled experiments are needed to find the cause. May install suitable tools. Diagnosis only, never remediation.

dig-deeper

Diagnose nasty, deep bugs and failures using logs, system state, documentation, code and other read-only evidence. Use when the obvious explanation is weak, several causes fit, or earlier fixes treated symptoms. Does not change the target.

point-the-way

Find a workable route to a known goal. Use when permissions, policies, unfamiliar systems or technical constraints block the obvious path. Compare real options, test the important uncertainty and hand implementation a supported direction.

s-dev

Implement or repair one coherent product change with behavior-first evidence, useful seams, and proportional architecture. Use for a scoped change or when another workflow delegates a mutation unit.

security-check

Independently assess a change, product, workflow, or deployment for realistic security and privacy risk, reporting outcome separately from coverage. Use for trust-boundary or exposure changes and explicit security review.

slop-sweep

Find unjustified AI-like filler, visual or wording residue, needless abstraction, and process bloat in a candidate; optionally repair bounded presentation-only defects. Use for reviewing interfaces, prose, code, analytics, plans, or explicit slop review.