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Plugins
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Second-brain — captures conversations into a project-scoped Obsidian vault; lessons, tasks, kanban, connections. Self-healing vault-repair + linkage maintenance and optional auto lesson-mining. Generic vault-ingest primitive (fully standalone; the sutra orchestrator feeds it parsed repo artifacts).
Czech Collection of Deeds (Sbírka listin) - a subject's filed documents by IČO (financial statements, articles, deeds), document download and new-filing watching
Complete bug fix workflow: issue triage, Sentry investigation, code fix, ClickUp task tracking, and PR creation
An AI mentor for junior engineers: plan-first coaching, a compounding codebase wiki, and an honest ledger of what you've actually demonstrated you know.
Scaffold a repo-coupled multi-agent team (lead / architect / backend / qa / reviewer / devops) tuned to a target repo's conventions — emits project-local agents, slash commands, and a coordination protocol, then adversarially verifies the generated claims.
Scaffold a repo-coupled multi-agent team (lead / architect / backend / qa / reviewer / devops) tuned to a target repo's conventions — emits project-local agents, slash commands, and a coordination protocol, then adversarially verifies the generated claims.
Check whether a plugin scaffolded from a template can be upgraded to the latest version of that template.
ScalarDB application development toolkit. Interactive schema design, configuration generation, CRUD/JDBC operation patterns, exception handling, project scaffolding, local environment setup, documentation search, code review, and migration advisory.
Pre-share scanner: wraps simonw/scan-for-secrets for literal matches (with escape variants) and composes a ripgrep regex pass for privacy-sensitive paths, emails, API key shapes, and SSH fingerprints.
Fire-ASAP orchestrator pattern for multi-track autonomous overnight workflows on scheduled triggers — a self-rescheduling poll loop that consolidates the moment all tracks report complete, and survives a 12-20h session end. Companion safety pattern.
Generate semantic context YAML for your data warehouse schema. Connects to Snowflake, BigQuery, Redshift, or Postgres through your existing warehouse connector and produces human-readable table labels, column descriptions, semantic types, and example business questions — ready to import into Jedify or any NL-to-SQL tool.
Convert JSON schemas to other formats (Go structs, TypeScript interfaces, etc.)
LLM command safety validator. Blocks dangerous bash commands and Claude advertising spam.
End-to-end academic research pipeline — 8-phase (Phase 0..7) script-driven workflow across 7 federated sources (OpenAlex, arXiv, Crossref, PubMed, DBLP, bioRxiv, Exa), cross-source dedup, transparent ranking, dual-backend citation chasing (OpenAlex + Semantic Scholar), parallel deep-read fan-out, mandatory self-critique, and cited reports across 5 archetypes
Comptabilite automatisee pour SCI a l'IS. Generation liasse fiscale 2065/2033 via Teledec, consultation balance/grand-livre/journal, ingestion documents. Revue, pre-cloture et cloture interactives dans l'espace abonne FE.
Audit and polish scientific papers: citation/claim verification against Crossref/OpenAlex/Semantic Scholar, guideline-based peer review, rebuttal letters, presubmission checks, arXiv prep, figure critique, prose critique, IMRaD process discipline.
A self-improving suite of skills for rigorous scientific research.
Multi-source scientific literature search and ingestion (EPMC, PubMed, OpenAlex, bioRxiv). The schema base for the deep-research database.
Domain-agnostic scientific method research loop: collaboratively refine problems, then autonomously generate and test hypotheses until solved.
Falsification-first investigation workflow: convert every assertion into a labeled falsifiable hypothesis, predict before measuring, run controlled experiments, verify findings adversarially (REFUTE-first), and persist verdicts in a hypothesis ledger so killed ideas are never re-attacked
Add an external QM program as a SCINE calculator — C++ scine_utilities and Python scine_puffin.
Integrate a new ML model or interatomic potential into scine_parrot.
Pre-code intelligence — define audit scope, gather docs/specs from Notion, run spec-to-code compliance, generate hypotheses for invariants, bug areas, and recommended tools.
Turn raw project inputs (briefs, meeting transcripts, screenshots, voice notes, loose prompts) into a complete, staged scoping package: scope.md as the source of truth, screens.md for design agents, phased task cards for coding agents, and API docs for frontend consumers.
Commitment tracking for LLM agents — a deontic scoreboard of what the agent is entitled to claim and to do; catches drift and overreach. Attaches as Claude Code hooks; the scorer self-resolves via pip/uvx.