Use when handling author-side dialogue in an OSDI cycle — which in 2026 means no rebuttal at all: pre-empting objections inside the…
Use when converting an OSDI acceptance into the published paper — the June final-paper deadline, expansion to 14 pages plus appendices…
Use when designing or auditing the evaluation of an OSDI submission — choosing mature baselines and realistic workloads, structuring the…
Use when positioning an OSDI submission against prior systems literature — covering the OSDI/SOSP/NSDI/FAST/EuroSys/ATC lanes, verifying…
Use when reasoning about how an OSDI paper is reviewed and decided — the double-blind HotCRP PC pipeline with no author-response period…
Use when running the final pre-upload audit of an OSDI submission on HotCRP — the December registration and full-paper deadlines at 2:59…
Use when deciding where OSDI content lives given the no-appendix submission rule — triaging material between the 12-page reviewed body…
Use when deciding whether a systems project fits OSDI, choosing between its Research and Operational Systems tracks, or routing the work…
Use when planning or managing a full OSDI cycle — the December title-registration and submission deadlines on HotCRP, the silent…
Use when drafting or revising an OSDI paper's prose and structure — building the pain → abstraction → mechanism → measurement narrative…
Extract an ontology (typed nodes + typed edges) from a set of text documents, then search, traverse, edit, merge, and export it.
Scan and manage brownfield repository/worktree defaults for interviews
First-touch experience for new Ouroboros users
LOAD BEFORE staging ANY outbound message in any lane — opening a compose window, editing or pasting a draft, clicking compose controls…
Lifecycle management for outgoing material in `_outbox/`.
Generates Transactional Outbox pattern components for PHP 8.4.
Define measurable success metrics (KPIs) tied to product type during PRD v0.3 Commercial Model.
Design docs that reduce cognitive load. Trigger: writing guides, READMEs, RFCs, onboarding, architecture, or review-facing docs.
Create a vertical spiral-bound fashion journal collage from a full-body outfit image, with complementary accessory cutouts and an airy…
Guarantee valid JSON/XML/code structure during generation, use Pydantic models for type-safe outputs, support local models (Transformers…
Verify Output SDK development services are running.