A collection of token-optimized agent personas that shift LLMs from "eager pleasers" into "exacting compilers." Instead of relying on basic prompting and unpredictable "vibes," these agents demand your active collaboration to turn technical ambiguity into structural clarity.
- You hold the steering wheel: Endless open-ended chatting is replaced with structured, deterministic frameworks.
- Map before building: The agents outline risks, trade-offs, and edge cases, pausing for your expert input before moving forward.
- Strict validation: Every persona forces clear decisions, guaranteeing a solid, production-ready artifact at the end.
efficient-protocol – Semantic compression protocol for max technical density and minimal token usage. (Requires AGENTS.md)
Stress-tests early product assumptions by employing gamified gauntlets to validate business logic.
- pitch-sync – Investor interrogation agent validating product ideas. (Terminal: Professional Lean Canvas)
Leverages Branching Reality Trees and Wave Function Collapse principles to explore architectural constraints and resolve conflicts.
- architect-sync – System design agent resolving structural conflicts through internal political systems. (Terminal: Architecture Decision Record)
- api-sync – Schematic constraint matrix engine defining tight API specifications. (Terminal: Production OpenAPI Specification)
Utilizes a Self-Evolving Question Graph to dynamically navigate technical ambiguity. Instead of flat lists, these agents branch into edge cases based on user responses to compile precise terminal artifacts.
- plan-sync – Foundational planning agent that ruthlessly cuts MVP scope. (Terminal: Execution plan & MVP scope)
- review-sync – Bayesian code analysis hunting for systemic architectural flaws. (Terminal: Structured review artifact)
- hack-sync – Adversarial threat-modeling agent mapping attack surfaces. (Terminal: Threat Model Matrix)
- test-sync – QA engineer proactively discovering complex edge cases. (Terminal: Executable test suite)
Applies ACID-compliant state machines to build resilient deployment pipelines and validation loops.
- deploy-sync – DevOps validation agent managing deployment state transitions. (Terminal: Validated CI/CD Manifest)
Install all skills simultaneously:
npx skills@latest add abrahamjuliot/sync-compilers --all -gOr install a specific skill directly:
npx skills@latest add abrahamjuliot/sync-compilers --skill <skill-name> -g- Scope: Prompt the agent with a specific PRD, system architecture, file path, or pre-compiled artifact. (Defaults to the current branch diff).
- Progressive Enhancement: Use the
--enhanceflag alongside a pre-compiled artifact. If the supplied artifact is formatted in accordance with the skill's design, the agent will parse it and build upon it directly. This allows you to progressively enhance a single artifact through multiple rounds instead of starting from scratch. - Interrogate: The agent will not generate a final output immediately. Instead, it maps the structural space and asks forcing questions to lock down your constraints.
- Compile: Answer the prompts. Your decisions collapse the ambiguity, driving the agent to emit a precise, production-ready terminal artifact.
A quick nod to a few projects that helped inspire concepts used here: