Converts PDFs to AI-ready Markdown using OpenDataLoader PDF (@opendataloader/pdf) with audit-ready naming, metadata, and logs.
Develop pedagogical content knowledge for a topic by surfacing common misconceptions and effective representations.
Automates browser interactions for web testing, form filling, screenshots, and data extraction.
Retrieve and read another application's corpus (a declared peer/linked corpus) via local workspace, sparse git clone, or GitHub MCP, with…
Streamlines the creation of industrial-grade UI designs and design systems within the Pencil MCP environment.
When to activate: penetration testing, pentest, OWASP testing, Burp Suite, web vulnerabilities, SQLi, XSS, IDOR, security assessment…
Automates the complete video production pipeline from natural language topics to finalized short videos with voiceovers, subtitles, and…
Run a focused interview with the operator about one specific brick (a feature, a module, a cross-cutting concern, a structural…
Set up, review, debug, or validate Orca per-workspace environment recipes — on-demand, disposable runtimes (cloud sandboxes, VMs, or…
Use when packaging an IEEE PerCom sensing artifact and dataset for reproducibility and any badging (IEEE Open Research Objects / Results…
Use when designing or auditing IEEE PerCom empirical evaluations, covering real human subjects, leave-one-subject-out / cross-subject…
Use when positioning an IEEE PerCom submission against the pervasive/ubiquitous-computing literature across PerCom, ACM UbiComp/IMWUT…
Use when strengthening IEEE PerCom reproducibility and open-data evidence for human-subjects sensing, covering the dataset-availability…
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 &…