ask-questions-if-underspecified
MoizIbnYousaf/Ai-Agent-Skills/skills/ask-questions-if-underspecified/SKILL.md
Clarify requirements before implementing. Do not use automatically, only when invoked explicitly.
14 projects use a version of this
Skills real projects publish on GitHub, most starred first. Each one says what it will make an agent do before you copy it.
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
MoizIbnYousaf/Ai-Agent-Skills/skills/ask-questions-if-underspecified/SKILL.md
Clarify requirements before implementing. Do not use automatically, only when invoked explicitly.
14 projects use a version of this
MoizIbnYousaf/Ai-Agent-Skills/skills/audit-library-health/SKILL.md
Use when checking the overall health of a skills library. Run doctor, validate, check for stale skills, and verify generated docs are in sync.
2 projects use a version of this
MoizIbnYousaf/Ai-Agent-Skills/skills/backend-development/SKILL.md
Backend API design, database architecture, microservices patterns, and test-driven development. Use for designing APIs, database schemas, or backend system architecture.
20 projects use a version of this
Often used withProblem-Solving Techniques
MoizIbnYousaf/Ai-Agent-Skills/skills/best-practices/SKILL.md
Transforms vague prompts into optimized Claude Code prompts. Adds verification, specific context, constraints, and proper phasing. Invoke with /best-practices.
31 projects use a version of this
MoizIbnYousaf/Ai-Agent-Skills/skills/browse-and-evaluate/SKILL.md
Use when exploring the ai-agent-skills catalog to find, compare, and evaluate skills before installing. Always use --fields to limit output size and --dry-run before committing to an install.
2 projects use a version of this
MoizIbnYousaf/Ai-Agent-Skills/skills/build-workspace-docs/SKILL.md
Use when regenerating README.md and WORK_AREAS.md in a managed library workspace. Always dry-run first to preview changes.
2 projects use a version of this
MoizIbnYousaf/Ai-Agent-Skills/skills/changelog-generator/SKILL.md
Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Turns hours of manual changelog writing into minutes of automated generation.
89 projects use a version of this
Often used withapi-test-suite-buildertwitter-algorithm-optimizer
MoizIbnYousaf/Ai-Agent-Skills/skills/code-documentation/SKILL.md
Writing effective code documentation - API docs, README files, inline comments, and technical guides. Use for documenting codebases, APIs, or writing developer guides.
13 projects use a version of this
MoizIbnYousaf/Ai-Agent-Skills/skills/content-research-writer/SKILL.md
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.
68 projects use a version of this
Often used withskill-sharetwitter-algorithm-optimizerlead-research-assistant
MoizIbnYousaf/Ai-Agent-Skills/skills/curate-a-team-library/SKILL.md
Use when building a managed team skills library for a real stack. Map work to shelves, browse before curating, write meaningful `whyHere` notes, and create a starter pack once the first pass is solid.
2 projects use a version of this
MoizIbnYousaf/Ai-Agent-Skills/skills/database-design/SKILL.md
Database schema design, optimization, and migration patterns for PostgreSQL, MySQL, and NoSQL databases. Use for designing schemas, writing migrations, or optimizing queries.
50 projects use a version of this
Often used withintelligent-routingbash-linuxred-team-tactics
MoizIbnYousaf/Ai-Agent-Skills/skills/install-from-remote-library/SKILL.md
Use when installing skills from a shared ai-agent-skills library repo. Inspect with `--list` first, prefer `--collection`, and preview with `--dry-run` before installing.
2 projects use a version of this
MoizIbnYousaf/Ai-Agent-Skills/skills/llm-application-dev/SKILL.md
Building applications with Large Language Models - prompt engineering, RAG patterns, and LLM integration. Use for AI-powered features, chatbots, or LLM-based automation.
4 projects use a version of this
MoizIbnYousaf/Ai-Agent-Skills/skills/migrate-skills-between-libraries/SKILL.md
Use when moving skills between library workspaces or upgrading from a personal library to a team library. Export from one workspace, import into another.
2 projects use a version of this
MoizIbnYousaf/Ai-Agent-Skills/skills/review-a-skill/SKILL.md
Use when evaluating whether a skill belongs in a library. Preview content, check frontmatter, validate structure, and decide whether to keep, curate, or remove.
3 projects use a version of this
MoizIbnYousaf/Ai-Agent-Skills/skills/share-a-library/SKILL.md
Use when a managed library is ready to publish to GitHub and hand to teammates as an install command. Run the GitHub publishing steps, then return the exact shareable install command.
2 projects use a version of this
MoizIbnYousaf/Ai-Agent-Skills/skills/update-installed-skills/SKILL.md
Use when syncing or updating previously installed skills to their latest version. Always dry-run updates before applying, and check for breaking changes.
2 projects use a version of this
MoizIbnYousaf/Ai-Agent-Skills/skills/verification-agent/SKILL.md
Verify claims, quotations, citations and references against live primary sources, and produce a reproducible audit record instead of an assertion. Use when asked to: check whether a quotation, verse, statistic, date, attribution or citation is accurate; verify references before publishing a report, thesis, article, slide deck or legal filing; confirm a text against an authoritative database; cross-check a claim across independent sources; build a citation register or verification appendix; find out whether two datasets agree; detect a misattributed or fabricated quotation; or audit a document's existing citations. Source-agnostic by design, with working providers for REST/JSON APIs, scraped HTML, bulk corpora, bibliographic catalogues (OpenLibrary), DOI resolution (Crossref) and reference works (Wikipedia) -- including scriptural tiers (Qur'an.com, sunnah.com and an independent hadith corpus) with full diacritic handling for Arabic, Hebrew, Greek and any script with optional marks. Covers content-addressed matching when sources disagree on numbering, graded match verdicts, byte-level integrity checks, published-string verification, and a catalogue of silent failure modes (identifier divergence, mojibake, scraper blocking, false-positive keyword rules, missing glyphs, unreliable PDF text layers).
3 projects use a version of this
A folder with a SKILL.md file: a name, a description of when to use it, and instructions. Claude loads a skill only when the task matches its description.
Copy the folder into your project's .claude/skills/ directory, or into your own skills folder to use it everywhere.
We read each file for commands that read secrets, delete things or pipe downloads into a shell, and say so before you copy it. No warning is not a promise that a file is safe.
Open a skill to see its discussion. Reports from people and their agents are coming.