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Claude Skills by KhaledSaeed18
github.com/KhaledSaeed1886 skills8 installs181 views
- Refactoring RecipesRefactor safely by name: a catalogue of the refactorings that come up in practice (extract function or module, inline, rename, replace conditional with polymorphism or lookup, introduce parameter object, replace flag argument, split phase, move function, encapsulate collection, strangler for large rewrites), each with when to apply it, the mechanical steps that keep the code working at every step, and the test to run between steps. Use when code is hard to change, before adding a feature to a...Votes: 0GitHub stars: 5
- Decision LogKeep a lightweight decision log for a project or a person: one dated line per decision with the choice, the reason, the alternatives, who decided, and a revisit trigger, in a single Markdown file that is grepped rather than browsed, so that why did we do that has an answer six months later. Lighter than an ADR; use for product, process, and scope decisions that do not warrant one. Use when a decision is made in chat or a meeting, when the same debate keeps recurring, or when onboarding someon...Votes: 0GitHub stars: 5
- Learning PlanTurn a topic to learn into a sequenced study plan with a goal test, prerequisites, ordered units with one primary resource each, spaced practice and retrieval, a project that proves the skill, and weekly time boxes that fit the learner's calendar; then track progress against it. Works for a technology, a research field, or a course. Use when starting to learn something for a thesis, a job, or a project, when a learning effort has stalled, or when the resource list is long and the order is unc...Votes: 0GitHub stars: 5
- Meeting NotesTurn a meeting transcript, recording summary, or rough notes into a record people act on: decisions with their reasons, action items with one owner and a date each, open questions, and a short summary, in the team's existing notes format, with nothing invented and unclear attributions marked. Use after a meeting, when a transcript needs to become a shareable record, or when action items from a meeting keep getting lost.Votes: 0GitHub stars: 5
- Academic WritingWrite or revise thesis and paper prose section by section (abstract, introduction, related work, method, results, discussion, conclusion) with the conventions of computer-science writing: claim-first paragraphs, tense and voice by section, hedging matched to evidence, signposting, defined terms, and figures and tables that carry their own argument. Works from the student's outline and notes and never invents a result or a citation. Use when drafting a chapter, when a supervisor says a section...Votes: 0GitHub stars: 5
- Benchmark ReportingReport computational benchmarks and experimental comparisons the way examiners and reviewers expect: fair baselines run under the same conditions, multiple seeds with variance, hardware and configuration disclosed, tables generated from result files with consistent precision and the best result marked by rule, ablations that isolate each component, and honest treatment of losses and failure cases. Use when writing the results chapter of a systems or ML thesis, when a comparison table needs to...Votes: 0GitHub stars: 5
- Bibtex ManagerMaintain the thesis .bib file as a single source of truth: fetch verified BibTeX from a DOI, arXiv id, or title via CrossRef and arXiv, normalise citation keys (firstauthorYEARkeyword), deduplicate entries, fix fields BibTeX and biblatex care about, and export to Zotero-friendly form when the writing happens in Word. Use when adding references, cleaning a messy bibliography, resolving duplicate keys, or converting a reading list into a .bib.Votes: 0GitHub stars: 5
- Citation GraphExpand a set of key papers into the literature around them by walking the citation graph with the Semantic Scholar and OpenAlex APIs: backward (references), forward (citing works), and co-citation, scored by how many seeds connect to each candidate, so the papers a reviewer will expect are found even when keyword search misses them. Use after literature-search has found the first key papers, when a supervisor names one seminal paper, or when checking that a related-work chapter has not missed...Votes: 0GitHub stars: 5
- Citation VerifierAudit every citation in a chapter, paper, or proposal against the .bib file and the real world: each cite key must exist, each entry must resolve to a live DOI or arXiv record whose title, authors, and year match, and each claim attributed to a source must be supported by that source's note or text. Reports unverified, mismatched, and unsupported citations with the fix. Use before sending a draft to a supervisor, before submission, or whenever text was drafted with AI assistance and a fabrica...Votes: 0GitHub stars: 5
- Design Science MethodologyStructure a thesis whose contribution is a built artifact (tool, system, method, model) using design science research: explicit problem and requirements, knowledge base, iterative build with design decisions recorded, and a rigorous evaluation strategy (technical benchmarks, controlled use, case study, expert review) that separates whether it works from whether it helps, following Hevner's guidelines and Peffers' process. Use when the thesis builds something, when a supervisor says a system a...Votes: 0GitHub stars: 5
- Docx ThesisWrite a thesis in Word without losing the discipline of a source-controlled workflow: author chapters in Markdown or LaTeX, convert with pandoc and a reference .docx that carries the department's styles, manage citations through Zotero with Better BibTeX so the .bib stays the source of truth, and handle the Word-specific submission checks (styles, table of contents, captions, tracked changes). Use when the department requires .docx, the supervisor comments in Word, or a LaTeX draft must becom...Votes: 0GitHub stars: 5
- Experiment ReproducibilityMake a thesis's computational experiments reproducible by the examiner and by the student three months later: pinned environments, seeded randomness, a single config per run, a run manifest that records code version, data version, parameters, hardware, and timings, results written to versioned files that figures and tables are generated from, and a one-command rerun. Use when setting up experiments, before the first real run, or when a result cannot be regenerated.Votes: 0GitHub stars: 5
- HumanizeRewrite prose that reads as machine-generated so it reads as the writer, without changing what it says or adding any fact: removes not-X-but-Y contrasts, one-line closers, staged openers, forced triads, dash overuse, stacked hedges, inflated significance, stock AI vocabulary, decorative bold and headings, and chatbot residue. Works on READMEs, PR descriptions, docs, thesis chapters, and emails. Use when editing or reviewing any text before it reaches a human reader, or when a draft was produc...Votes: 0GitHub stars: 5
- Latex ToolkitSet up, build, and debug a LaTeX thesis: project layout with one file per chapter, latexmk builds, biblatex or natbib bibliography wiring, university template adoption, compile-error diagnosis from the .log (undefined control sequence, missing $, overfull boxes, undefined citations), cross-references, figures and tables, and the packages worth using. Use when starting a LaTeX thesis, when a build fails, when references show as question marks, or when adopting a department template.Votes: 0GitHub stars: 5
- Lit Review SynthesisBuild a literature review as an argument from paper-reader notes: cluster the notes into themes, surface agreements, tensions, and methodological patterns, locate the gap the thesis fills, and draft the review chapter so that each paragraph advances a claim rather than summarising one paper. Every citation comes from the notes and the .bib. Use when the reading is done and the related-work or background chapter needs writing, or when a draft review reads like an annotated bibliography.Votes: 0GitHub stars: 5
- Literature SearchFind the literature for a research question by querying OpenAlex, Semantic Scholar, arXiv, and CrossRef from the shell with curl (no keys, no MCP), deduplicating by DOI, ranking by relevance, citations, and recency, and producing a reading list with verified identifiers ready for paper-reader and bibtex-manager. Use when starting a literature review, checking whether a gap is real, or looking for the papers that cite or are cited by a known key paper.Votes: 0GitHub stars: 5
- Paper ReaderRead one paper (PDF, arXiv id, DOI, or text) and produce a structured note: the claim, method, evidence, limitations, how it relates to the student's research question, and quotable passages with locations, so that lit-review-synthesis can build an argument from many notes. Use when working through a reading list, when a supervisor asks what a paper actually shows, or before citing a paper for a specific claim.Votes: 0GitHub stars: 5
- Proofread AcademicProofread a thesis chapter or paper against a checklist of the errors examiners and reviewers actually flag: structure and signposting, undefined acronyms, notation and terminology consistency, figure and table references, numbers and statistics reporting (n, variance, p, effect sizes), citation placement, tense and voice by section, and mechanical issues, producing a findings list with locations and fixes rather than a rewritten file. Use before sending a draft to a supervisor, before submis...Votes: 0GitHub stars: 5
- Research FiguresProduce publication-grade figures for a thesis or paper from result data: matplotlib with a consistent, colour-blind-safe style file, vector output sized to the text width, one figure per claim, variance shown, direct labels over legends, and captions that carry the argument; plus TikZ for architecture and method diagrams. Use when a results section needs figures, when a supervisor calls a plot unreadable, or when the document's figures do not match each other.Votes: 0GitHub stars: 5
- Research MethodologyChoose and justify a research design for each research question: controlled experiment, quasi-experiment, case study, survey, interview study, design science, action research, or mixed methods, with the data collection, sampling, analysis, ethics, and validity threats each entails, and write the method chapter's design section from the choice. Use when moving from research questions to a study plan, when a supervisor asks how the question will be answered, or when reviewers say the method can...Votes: 0GitHub stars: 5
- Research QuestionTurn a rough thesis topic into a defensible research question by interviewing the student one question at a time: narrowing scope, naming the gap, fixing the unit of analysis, and testing the question for answerability, novelty, and fit to a master's timeline. Use when starting a thesis or paper, when a supervisor says the topic is too broad, or when a proposal keeps getting rejected for an unclear question.Votes: 0GitHub stars: 5
- Statistics AdvisorPlan and check the statistics for an empirical study: choose the test from the design and data type, check assumptions and pick the robust alternative, compute sample size from a target effect, report effect sizes and confidence intervals alongside p-values, handle multiple comparisons, and write the analysis paragraph in the form reviewers expect; with runnable Python (scipy, statsmodels, pingouin) or R snippets. Use before collecting data (the analysis plan), after collecting it (running an...Votes: 0GitHub stars: 5
- Supervisor UpdateTurn the research log and recent work into a concise supervisor update or meeting agenda: progress since the last meeting with evidence, decisions taken and their reasons, results with numbers, blockers with the specific help needed, and the next steps with dates, in under a page. Use before a supervisor meeting, when asked for a progress email, or at a milestone.Votes: 0GitHub stars: 5
- Systematic ReviewRun a systematic literature review or mapping study to the PRISMA 2020 standard: protocol with research questions and inclusion criteria written before searching, reproducible search strings per database, screening with recorded reasons for exclusion, a PRISMA flow diagram with counts, quality assessment, data extraction into a form, and synthesis, producing a method section a reviewer can audit. Use when the thesis or a chapter is a literature review, when a supervisor asks for a systematic ...Votes: 0GitHub stars: 5
- Thesis ProposalDraft or revise a master's thesis proposal from a research question record, reading notes, and the department's template: problem statement, gap, research questions, method, evaluation, timeline, risks, and a chapter plan, in the student's own claims with citations only to sources they actually have. Use when a proposal is due, a supervisor asks for a written plan, or the research question is settled and needs a structured document around it.Votes: 0GitHub stars: 5
- Email DraftDraft an email or message that gets the reply it needs: purpose in the first line, the ask made explicit with a date, context kept to what the reader needs, one request per message, a subject line that says the content, and a register matched to the relationship (supervisor, colleague, maintainer, support, recruiter). Never sends. Use when writing to a supervisor, a maintainer, a reviewer, a vendor, or a team, when a message is not getting answered, or when a difficult message needs the right...Votes: 0GitHub stars: 5
- Presentation OutlineStructure a talk, thesis defence, or project presentation as a slide-by-slide outline with one message per slide, an opening that states the point, evidence slides that carry a claim in the title, a timed run of show, anticipated questions with answers, and speaker notes, sized to the slot. Produces the outline and notes, not the slide design. Use when preparing a defence, a conference or team talk, a demo, or a status presentation, or when a deck has content but no argument.Votes: 0GitHub stars: 5
- Coolify Image AppCreate and configure a Coolify application that runs a prebuilt image from a registry. Use when adding an app to Coolify, fixing its health check, domains, limits or environment, or wiring its API token for a pipeline.Votes: 0GitHub stars: 5
- Coolify Vps BaselinePrepare a Linux VPS to run production containers under Coolify. Use when setting up a new server, auditing an existing one, or connecting a registry, firewall, proxy and monitoring before the first deploy.Votes: 0GitHub stars: 5
- Deploy VerificationProve a deployment from the server side. Use when a deploy finished and needs sign-off, when a rolling update may have dropped requests, or when a proxy, certificate, header or client address needs checking.Votes: 0GitHub stars: 5
- Express Prisma Coolify ImagePackage an Express and Prisma API as a runtime-only image that migrates its Postgres database at start. Use when containerising a Node API with a database, or when migrations, readiness or shutdown misbehave in production.Votes: 0GitHub stars: 5
- Ghcr Coolify PipelineWrite the single GitHub Actions workflow that takes a repository from pull request to production through GHCR and Coolify. Use when adding deployment to a repo, replacing a CI-only workflow, or debugging a deploy job.Votes: 0GitHub stars: 5
- Live Domain CutoverMove a live domain from one host to another without downtime or lost sessions, with a rehearsal, a timed DNS switch, a soak and the old host removed. Use when migrating a production app between hosting platforms.Votes: 0GitHub stars: 5
- Nextjs Coolify ImagePackage a Next.js app as a runtime-only container image with a health probe and a fast shutdown. Use when containerising a Next.js app, when its image is large or slow, or when a rolling update drops requests.Votes: 0GitHub stars: 5
- Proxy Client AddressForward the real client address from a server-side proxy to a backend without trusting forgeable headers. Use when an API behind a BFF or reverse proxy rate-limits or audits every user as one address.Votes: 0GitHub stars: 5
- Vps Ops ToolkitInstall host operations on a VPS, with a cron health check that alerts on change, restore-verified encrypted database backups, and an installer. Use when a server has no monitoring or backups, or when adding a resource to them.Votes: 0GitHub stars: 5