Working discipline for research: decide whether an idea is worth pursuing and pre-register predictions, check whether an iterative loop is converging, run hard problems through five gates, put decisions on a page to tick, and use Mathematica for exact and high-precision work
Plugin research from marketplace co-scientist-toolkit in shocklab/co-scientist-toolkit. Commands read from the repo's manifest — 8 days ago.
convergence-checkDiagnose whether an iterative research or writing loop is genuinely converging or spinning in place. Use this skill when you have iterated several times (on a paper, an experiment, an abstract, a proof, a model) and want an honest read on whether to keep going, stop, or change the question. Triggers
decision-pagePut three or more decisions to the user on a private web page (a Claude Artifact) where each decision is a card with Claude's recommendation, the detail to answer from, a tick to accept, the alternatives and a comment box; the user's ticks and comments save to the page, and Claude reads them back in
fable-modeRun any model with Fable-class working discipline. Five gates: scope, evidence, attack, verify, report. Use when the user says 'fable mode', 'use fable mode', or 'think like Fable'; when a hard, high-stakes, or ambiguous problem deserves maximum rigour; or when a smaller model (Opus, Sonnet, Haiku)
mathematicaRun Mathematica (wolframscript) for symbolic and high-precision work, decide when it beats Python, and write .nb notebooks programmatically. Use this skill whenever a task needs exact symbolic computation (series, closed-form integrals or ODE solutions, special functions, exact rational or polynomia
pre-registerIdea triage and pre-registration gate for research. Use this skill BEFORE investing time or compute in a research idea, experiment, or project direction, to decide honestly whether it is worth doing and to commit to predictions before piloting. Triggers include: 'is this idea worth doing', 'should I
Fetch arXiv source, turn PDFs into Markdown locally, search your papers, trace each number in a paper to its source, verify references, review papers and import them into Zotero, with a hook that keeps the full text of subscription papers out of the conversation
8 skills · hooks
Typeset PDFs and slide decks from Markdown, self-contained HTML documents, a course or docs site bound into one printable PDF, and narrated explainer videos made with Manim
4 skills
Speech from text and papers read aloud on your own Mac with Kokoro-82M, through the pdf2audio tools; no text or audio leaves the machine
2 skills
Skills for recording and transcribing meetings on your own Mac with the meeting tool in this repository (OBS, whisper.cpp, pyannote); nothing is uploaded
2 skills
Long-horizon goal planning, deep research orchestration, and adaptive replanning using GOAP
5 skills · 1 command · 4 agents
Research any topic across Reddit, X, YouTube, TikTok, Instagram, Hacker News, Polymarket, GitHub, and 5+ more sources. AI agent scores by upvotes, likes, and real money - not editors.
1 skill
53 marketing skills for technical marketers and founders: CRO, copywriting, cold email, prospecting, SEO, AI SEO, paid ads, SMS, ad creative, video production, image generation, co-marketing, churn prevention, pricing, referrals, revenue operations, sales enablement, customer research, site architecture, comprehensive AARRR-structured marketing plans, public relations and earned media, offer design, event marketing and webinars, and more
53 skills
5 skills + 35 modes + Material Passport pipeline. Includes v3.6.7 cross-model audit gate and v3.6.8 generator-evaluator contract.
5 skills · 16 commands · 4 agents · hooks
Official Bigdata.com plugin providing financial research, analytics, and intelligence tools powered by Bigdata MCP.
24 skills · 1 MCP server
Comprehensive startup business analysis with market sizing (TAM/SAM/SOM), financial modeling, team planning, and strategic research for early-stage companies
5 skills · 3 commands · 1 agent
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