14,560 skills found · Page 388 of 486
fcakyon / latex-setupUse when the user wants to set up or troubleshoot a LaTeX environment, choose between biber and bibtex, install packages for a specific venue template, or configure compilation.
fcakyon / compareSame-epoch comparison of training runs across wandb, neptune, tensorboard, or mlflow. Aligns runs at the student's current step (never current-vs-final-of-baseline) and separates proxy metrics from downstream targets
fcakyon / experiment-designUse when the user wants to design experiments, plan ablation studies, structure baselines, or create incremental evaluation strategies. Triggers on phrases like "design ablation", "plan experiment", "what experiments should I run", "baseline comparison", or "experiment matrix".
fcakyon / launchPre-flight checklist for long-running ML training jobs covering config diff, run naming, path verification, monitoring setup, and restart-cleanup
fcakyon / reviewer-defenseUse when the user wants to anticipate reviewer questions, select the strongest ablations to present, prepare rebuttals, or identify paper weaknesses before submission.
fcakyon / literature-researchUse when the user wants to find related work, survey a research area, identify literature gaps, or discover open-source implementations. Triggers on phrases like "find papers on", "related work", "literature review", "what papers exist", "open source implementation", or "papers with code".
fcakyon / paper-verificationUse when the user wants to verify paper claims against code or data, audit numerical accuracy, check formula-code alignment, or validate citation accuracy.
fcakyon / paper-writingUse when the user wants to write, structure, or revise academic paper sections, improve notation consistency, or refine figures and tables.
fcakyon / research-publishingUse when the user wants to prepare code for open-source release, create reproducible research artifacts, or structure a repository for publication. Triggers on phrases like "publish code", "open source release", "reproducibility", "research repository", "code release", or "prepare for publication".
fcakyon / reproduceEnd-to-end paper reproduction from arxiv URL through smoke runs to replication experiments. Handles missing or partial official code, missing training scripts, missing hyperparameters, and private datasets via similar-public-dataset substitution
tobihagemann / investigateSystematically investigate bugs, test failures, build errors, performance issues, or unexpected behavior by cycling through characterize-isolate-hypothesize-test steps
tobihagemann / resolve-pr-commentsEvaluate, fix, answer, and reply to GitHub pull request review comments and conversation comments. Handles both change requests (fix or skip) and reviewer questions (explain using the rationale recalled from past Claude Code transcripts)
tobihagemann / smoke-testLaunch the app and hands-on verify that it works by interacting with it. Falls back to an existing integration test suite when there is no interactive surface in scope
tobihagemann / exploratory-testExecute multi-level exploratory testing of the app covering basic functionality, complex operations, adversarial testing, and cross-cutting scenarios, plus usability observations through a UX lens reported separately from defects. Deeper than /smoke-test
tobihagemann / implement-improvementsValidate improvements from .turbo/improvements.md, recommend a working set tailored to what's in the backlog, and run one lane: direct fixes, investigation, or planned work. One lane per session
tobihagemann / self-improveExtract lessons from the current session, or sweep the project's past sessions when asked, and route them to the appropriate knowledge layer (project AGENTS.md, auto memory, existing skills, or new skills)
tobihagemann / fetch-pr-commentsFetch and summarize review feedback and conversation from a GitHub PR (unresolved review threads, review bodies, and PR conversation comments) without making changes
tobihagemann / reply-to-pr-threadsDraft, confirm, and post replies to GitHub PR review threads. Handles per-category reply formatting, re-fetches thread resolution state so auto-resolved threads are skipped, posts via GraphQL, resolves threads whose entry carries a resolution reason, and dismisses the code-scanning alert behind a th…
tobihagemann / review-codeReview code for bugs, security vulnerabilities, API misuse, consistency issues, simplicity problems, or test coverage gaps and low-value tests by running internal reviews and a peer review in parallel and returning combined findings.
tobihagemann / assess-technical-debtAssess project-wide structural technical debt: complexity hotspots, deprecated API usage, duplication clusters, architecture rot, and low-value tests. Ranks findings by impact and refactor effort into a report at .turbo/technical-debt.md
tobihagemann / create-test-planAnalyze what changed and generate a structured test plan at .turbo/test-plans/<slug>.md covering four escalating levels: basic functionality, complex operations, adversarial testing, and cross-cutting scenarios
tobihagemann / create-threat-modelAnalyze a codebase and produce a structured threat model at .turbo/threat-model.md covering assets, trust boundaries, attack surfaces with existing mitigations, attacker stories, and calibrated severity
tobihagemann / changelog-rulesShared changelog conventions and formatting rules referenced by /create-changelog and /update-changelog. Not typically invoked directly.
tobihagemann / interpret-feedbackInterpret third-party feedback by running parallel internal and peer interpretations to surface intent, correctness concerns, and ambiguities
tobihagemann / review-dependenciesDetect package managers and CI action pins, then discover outdated or vulnerable dependencies. Returns structured findings without upgrading
tobihagemann / simplify-codeRun a multi-agent review of changed files for scope, reuse, quality, efficiency, clarity, and altitude issues followed by fixes
tobihagemann / create-project-skillsScans an existing codebase and generates project-specific skills that capture inferred conventions such as naming, file organization, framework usage, data access, error handling, and testing style.
tobihagemann / create-skillCreate a new skill or update an existing skill that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations
tobihagemann / discuss-changeAlign on the shape of a change through an interview, then implement it. Escalates open product decisions and settles the implementation shape in conversation
tobihagemann / github-voiceShared writing style rules for GitHub-facing output (PR comments, PR descriptions, PR titles, issues, design proposals). Differentiates insider vs outsider voice based on author association. Not typically invoked directly — loaded by other skills before composing GitHub text.
