Use when reasoning about how an IEEE PerCom research submission is evaluated, covering double-blind review, the three-TPC-member model…
Use when deciding what belongs in an IEEE PerCom paper body versus its dataset/artifact and any appendix, covering the tight IEEEtran 9+1…
Use when deciding whether a pervasive-computing project belongs at IEEE PerCom or should be routed to ACM UbiComp/IMWUT, MobiCom, MobiSys…
Use when revising an IEEE PerCom paper for a pervasive-computing contribution on the first page, cross-subject claims stated precisely, a…
Use when profiling CPU/memory hot paths, generating flame graphs, or capturing JFR/perf evidence.
Performs two perfection passes plus polish for moderate code refinement with cleanup.
Performs three perfection passes plus polish for maximum code refinement with cleanup.
Run a critical, multi-dimensional performance review with parallel agents across algorithmic complexity, memory/allocation, data access &…
Full performance audit cycle — dispatch the sibling performance-audit skill (parallel perf lanes + execution-cost map), cross-validate…
Use for performance optimization, performance regression analysis, throughput, latency, memory, CPU, allocation, IO, concurrency…
Investigate performance regressions and find opportunities for optimization
Keep apps and templates loading fast. Read when adding a data model, a list/read action, a page or sidebar that loads data, or when…
Performance profiling and bottleneck detection for Node.js, Python, and browser apps
Design performance test cases and test data specifications for an entire system — from raw system documentation (BRD, FRD, use cases…
Conducts red team operations using the Covenant C2 framework for authorized
Organizes and sorts permission allowlists for AI agents, tools, and services hierarchically without altering rule definitions.
Governs the on-device Drift/SQLite data layer: package:drift and package:sqlite3 confined to lib/data/ behind DAOs that map rows to…
Automates Google Chrome via Chrome DevTools Protocol (CDP) to maintain persistent login sessions and execute complex browser interactions.
Deep multi-platform intelligence analysis combining LinkedIn (profile, posts, activity), Twitter/X (tweets, engagement), Reddit…
Persona Auditor audits AI-generated code from the perspective of real users, surfacing the errors you would only discover through costly…
Generate user persona documents and empathy maps from templates