By terrylica
Self-evolving research methodology: 18 universal principles for LLM-driven investigation, distilled from a 376-turn session with 1 positive + 17 null campaigns. Covers epistemic foundations (causality, nulls, record-keeping), investigation patterns (multi-lens agents, adversarial gates, per-trade enrichment), decision layer (constraint-pivot, supersede-not-rewrite), and emergent resurrection (failure archive with resurrect_if conditions).
Own this plugin?
Verify ownership to unlock analytics, metadata editing, and a verified badge. GitHub access is read-only (username + org membership).
Sign in to claimOwn this plugin?
Verify ownership to unlock analytics, metadata editing, and a verified badge. GitHub access is read-only (username + org membership).
Sign in to claimBased on adoption, maintenance, documentation, and repository signals. Not a security audit or endorsement.
Validate findings, design shuffled nulls, check label leakage, review causal features. TRIGGERS - shuffled null, label leakage
actively investigating a hypothesis — running a sweep, dispatching multi-agent analysis, designing serial adversarial gates,
deciding whether to pivot or persist, whether to ship or hold, whether to scope-narrow a partial pass, how to manage.
a hypothesis has failed and needs archiving with resurrection conditions, when reviewing dormant ideas for possible revival, when.
starting a new research campaign, entering a new Claude Code session on a research repo, or when unsure which methodology.
Claude Code Skills Marketplace: Meta-skills, foundational tools, and self-revising autonomous-loop primitives for Claude Code.
Generated from
.claude-plugin/marketplace.json(the SSoT). Runbun scripts/validate-plugins.mjsto verify the table reflects reality.
| Plugin | Description | Category |
|---|---|---|
| agent-reach | Give your AI agent eyes to see the entire internet. Search and read 15+ platforms with auto-update preflight: Twitter/X, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu, Douyin, Weibo, WeChat, Xiaoyuzhou Podcast, LinkedIn, V2EX, RSS, Exa web search. | productivity |
| asciinema-tools | Terminal recording automation: asciinema capture, launchd daemon for background chunking, Keychain PAT storage, Pushover notifications, cast conversion, and semantic analysis | utilities |
| autoloop | Self-revising LOOP_CONTRACT.md pattern for long-horizon autonomous work. Dynamic pacing via ScheduleWakeup + Monitor fallback. Commands: /autoloop:start, /autoloop:muster, /autoloop:stop, /autoloop:reclaim, /autoloop:triage, /autoloop:setup | automation |
| calcom-commander | Cal.com + Telegram bot lifecycle - booking management, interactive commands, scheduled sync, Agent SDK routing, 1Password API key | productivity |
| chronicle-share | Producer-side session chronicle sharing pipeline: bundle -> sanitize -> Cloudflare R2 -> presigned URL (skeleton, not yet functional) | devops |
| claude-tts-companion | Real-time karaoke subtitles synced with TTS playback — unified macOS accessory app replacing telegram-bot + kokoro-tts-server + subtitle prototype | productivity |
| cli-anything | Reference guide for CLI-Anything: auto-generate production-ready agent-controllable CLI harnesses for any GUI app via 7-phase pipeline. Covers all validated commands, per-app examples (GIMP, Blender, LibreOffice, Inkscape), testing, and HARNESS.md methodology. | development |
| crucible | Self-evolving research methodology: 18 universal principles for LLM-driven investigation, distilled from a 376-turn session with 1 positive + 17 null campaigns. | ai |
| devops-tools | DevOps automation: ClickHouse, Doppler, MLflow, Cloudflare Workers, pueue orchestration, notifications, session recovery, MiniMax consensus analysis | devops |
| doc-tools | Comprehensive documentation tooling: ASCII diagrams, markdown standards, LaTeX build, Pandoc PDF, glossary management, plotext financial charts | documentation |
| dotfiles-tools | Chezmoi dotfile management via natural language workflows | utilities |
npx claudepluginhub terrylica/cc-skills --plugin crucibleCode quality and validation: clone detection, multi-agent E2E validation, performance profiling, schema testing
ITP workflow enforcement: Ruff Python linting, ASCII art blocking, graph-easy reminders, ADR/Spec sync, code-to-ADR traceability
Slash command factory and calendar event management with tiered sound alarms
Gemini Deep Research via browser automation: Playwright CDP, 8-step flow, 40k+ char research reports
Prescriptive git-town workflow enforcement for fork-based development: fork creation, contribution workflow, enforcement hooks that block forbidden raw git commands
Autonomous, personalized research loops for Claude Code. Set a topic, walk away, come back to a quality-gated report adapted to your projects.
Agents for academic, market, and technical research, synthesis, and reporting
Autonomous research loops with 10 commands. Generalizes Karpathy's autoresearch loop to any domain with mechanical evaluation, overnight persistence, and zero dependencies.
18 universal AI skills for Claude Code — skill creation, deep research, strategic planning, content processing, solution architecture, and orchestration workflows
Autonomous research orchestration: agents for hypothesis-driven investigation, experiment running, fresh-eyes review, and batch evaluation.
Research sprint orchestrator for Claude Code. Structured research with claims, evidence tiers, and compiled output.