Topic · Agent Workflows
Best requirements gathering skills, page 2
Requirements gathering skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 49 | A skill your agent uses when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions | Houseofmvps/ | 123 | — | ~2.2k | Automated safety check: Pass | MIT | 3 mo ago |
| 50 | Runs a requirement through four research-backed specialist agents, a PM, a UX designer, a tech architect and QA, to produce implementable tasks. | mylukin/ | 250 | — | ~5.1k | Automated safety check: Notes | No licence | 8 mo ago |
| 51 | 51.Ad Domain Lazily create or update CONTEXT.md (Layer 2 — ubiquitous language per Evans 2003) at the repo root, or CONTEXT-MAP.md plus per-context CONTEXT.md for multi-context repos. | alexandremendoncaalvaro/ | 756 | 1 repo | ~1.8k | Automated safety check: Pass | Unknown | 2 mo ago |
| 52 | 52.App Build a complete application from a short description. An agent skill from adam-s/intercept. | adam-s/ | 189 | — | ~2.2k | Automated safety check: Pass | MIT | 2 mo ago |
| 53 | A skill your agent uses when starting any conversation in a loopkit-enabled project - establishes how to find and use loopkit's 49 skills, requiring skill invocation before ANY response including… | Archive228/ | 755 | — | ~1.4k | Automated safety check: Pass | MIT | 2 mo ago |
| 54 | 54.Conductor Cc A skill your agent uses when a complex, long-running task risks polluting one conversation — research, implementation, review, planning, or learning that should be split into dependency-aware… | Jinghao67/ | 102 | — | ~1.1k | Automated safety check: Pass | MIT | 4 mo ago |
| 55 | Runs an autonomous loop that extracts requirements with proof obligations, builds a walking skeleton, then audits sprint by sprint against real behavior evidence. | prime-radiant-inc/ | 181 | — | ~2.7k | Automated safety check: Pass | Apache-2.0 | 4 mo ago |
| 56 | 56.Deep Dive Socratic interview skill to deepen a spec or refine an existing agent blueprint. | byungjunjang/ | 120 | — | ~2.5k | Automated safety check: Pass | No licence | 2 mo ago |
| 57 | Grilling session that challenges your plan against the existing domain model, sharpens terminology, and updates documentation (CONTEXT.md, ADRs) inline as decisions crystallise. | ayoubben18/ | 192 | — | ~2.1k | Automated safety check: Pass | MIT | 8 days ago |
| 58 | Reference guide to the Ouroboros commands and agents, covering interviews, seed specs, evaluation, lateral-thinking personas and the evolutionary loop. | Q00/ | 6.2k | — | ~1.8k | Automated safety check: Pass | MIT | 2 days ago |
| 59 | 59.Ad Grill Me Interview-before-research grilling session that challenges a fuzzy ask against the existing codebase, sharpens vocabulary against CONTEXT.md, and resolves the decision tree branch by branch. | alexandremendoncaalvaro/ | 756 | 1 repo | ~1.8k | Automated safety check: Pass | Unknown | 2 mo ago |
| 60 | 60.Activation A skill your agent uses when starting any conversation - establishes how to locate and invoke skills, mandating Skill tool usage before ANY response including clarifying questions | NoobyGains/ | 107 | — | ~2.4k | Automated safety check: Pass | MIT | 7 mo ago |
| 61 | [power-bi] Power BI Requirements Gathering — a structured, conversation-driven skill that captures everything needed before building a Power BI solution. | lukasreese/ | 128 | — | ~1.9k | Automated safety check: Pass | No licence | 5 mo ago |
| 62 | Asks adaptive questions about a project phase and records the decisions in a CONTEXT.md that later research and planning agents can act on without asking again. | open-gsd/ | 10k | 1 repo | ~1.5k | Automated safety check: Warn | MIT | yesterday |
| 63 | Resolve material unknowns blocking the next authorized slice, using research, grilling, prototypes, models, or wayfinding. | ReinaMacCredy/ | 233 | — | ~2.1k | Automated safety check: Pass | MIT | 11 days ago |
| 64 | 64.Grilling Grill the user relentlessly about a plan or design. An agent skill from opencrvs/opencrvs-core. | opencrvs/ | 120 | 2 repos | ~205 | Automated safety check: Pass | Unknown | today |
| 65 | 65.Dev Request Drafts and iterates on local-development feature requests in the role of a staff-level Product Manager. | FHIR/ | 155 | — | ~3.8k | Automated safety check: Pass | MIT | yesterday |
| 66 | 66.Tendrillable Find "Tendrillable" GitHub issues - open, recent, code-requiring issues that an agent can plan and one-shot WITHOUT asking clarifying questions, with high probability of success. | Ivy-Interactive/ | 200 | — | ~2.3k | Automated safety check: Pass | Unknown | 24 days ago |
| 67 | Guides the creation of Browser4 plugins from requirements gathering through deployment. | platonai/ | 1.2k | — | ~3.6k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 68 | 68.Skill Gen Deprecated. An agent skill from crafter-station/skills. | crafter-station/ | 112 | — | ~5.7k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 69 | 69.X Humanizer Remove the AI tells human readers react to in a tweet or thread: 2026 vocabulary by density, reveal bridges, staccato stacks, stacked triads, performed sincerity. | sergebulaev/ | 123 | 1 repo | ~4.2k | Automated safety check: Pass | MIT | 2 days ago |
| 70 | End-to-end, phase-gated SDLC for AI coding agents: relentless design interview → reviewed spec → dependency-graphed task board → safe-wave TDD execution → verification → converge. | maddhruv/ | 218 | — | ~5.3k | Automated safety check: Pass | MIT | 3 mo ago |
| 71 | 71.Grilling Viz grilling による質問を、選択肢と自由入力でまとめて回答し、コピーできるHTMLにする. An agent skill from mathbullet/skills. | mathbullet/ | 173 | — | ~310 | Automated safety check: Pass | MIT | 1 mo ago |
| 72 | 72.Deep Dive A Codex skill for Socratic interviews that deepen a spec or refine an existing agent blueprint. | byungjunjang/ | 120 | — | ~2.7k | Automated safety check: Pass | No licence | 2 mo ago |
| 73 | 73.Grill Me Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. | SpecterOps/ | 152 | — | ~263 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 74 | End-to-end econometric analysis and economics/management paper-writing workflow. | franklee16/ | 223 | — | ~2.4k | Automated safety check: Pass | No licence | 21 days ago |
| 75 | Interrogates a vague idea one question at a time, recommending an answer each round and recording results as goals and constraints before a spec is written. | JuliusBrussee/ | 1.2k | — | ~812 | Automated safety check: Pass | MIT | 1 mo ago |
| 76 | This skill should be used when conducting comprehensive research on any topic using the OpenAI Deep Research API. | glebis/ | 390 | — | ~2.6k | Automated safety check: Notes | MIT | yesterday |
| 77 | Researches the codebase and relevant docs, asks clarifying questions, then writes a spec sheet in specs/ for a significant feature or complex fix. | cashew-labs/ | 904 | — | ~2.4k | Automated safety check: Pass | MIT | 1 mo ago |
| 78 | TAPD 需求澄清技能。从 TAPD 提取"规划中"状态的需求,按照研发最佳实践对需求进行 多维度澄清(业务逻辑、外部系统交互、上下文),整合项目背景知识,输出符合需求文档 规范的标准化 Markdown 需求文档,并回写 TAPD。 | TencentBlueKing/ | 841 | — | ~1.5k | Automated safety check: Pass | Unknown | yesterday |
| 79 | Turns an HTML mock iteration session into a requirements document that describes only user-facing behavior. | imbue-ai/ | 400 | — | ~410 | Automated safety check: Pass | AGPL-3.0 | yesterday |
| 80 | Explores intent, constraints and alternative approaches before any planning, working through questions one at a time and saving an approved design for later steps. | first-fluke/ | 1.3k | — | ~1.7k | Automated safety check: Pass | MIT | today |
| 81 | Turns a single feature idea, improvement, or bug into ONE well-structured GitHub issue. | opsmill/ | 533 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | today |
| 82 | 82.Grill Me Stress-test a plan, design, or idea for The Holy Qur'an app before implementation by interrogating it one question at a time — walking the decision tree, resolving dependencies, and surfacing every… | mhmzdev/ | 889 | — | ~778 | Automated safety check: Pass | MIT | 29 days ago |
| 83 | Starts a non-development project in MoAI-Cowork by interviewing you, scanning installed plugins and generating AGENTS.md, CLAUDE.md and custom agent and skill chains. | modu-ai/ | 306 | — | ~3.7k | Automated safety check: Pass | Apache-2.0 | today |
| 84 | 84.Cp Explore Explore and clarify a prospective CodePlan before writing design.md. | tangziwen/ | 359 | — | ~535 | Automated safety check: Pass | MIT | 20 days ago |
| 85 | Turns a pasted chat log or spoken problem report from support or ops staff into a reviewed five-section intent.md through numbered batches of questions. | Yeachan-Heo/ | 40k | — | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 86 | Entry point for hosting a model on Amazon SageMaker: asks a few questions, picks a deployment pathway and hands off to the specialist skills. | huggingface/ | 11k | 1 repo | ~2.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 87 | 87.Interview Me Interactive interview to formalize a research idea into a structured specification with hypotheses and empirical strategy | maxwell2732/ | 137 | 1 repo | ~921 | Automated safety check: Pass | No licence | 4 mo ago |
| 88 | Clarifies what to build before how, by asking one question at a time about a feature idea and then handing the result on to planning. | VeryGoodOpenSource/ | 109 | — | ~1.8k | Automated safety check: Pass | MIT | 2 days ago |
| 89 | Builds a structured PRD that ties problem, users, solution and success criteria together, turning discovery notes into a document engineers can act on. | deanpeters/ | 7.2k | 3 repos | ~6.2k | Automated safety check: Pass | Unknown | 1 mo ago |
| 90 | Turns pasted text, audio, video or URLs from a client into a structured, completeness-checked brief.md for the first stage of a proposal pipeline. | pawbytes/ | 113 | — | ~2.7k | Automated safety check: Pass | MIT | 6 days ago |
| 91 | Walks a new user through a five-step first session, profile, problems, goals and initial tasks, to turn the agent into a personal assistant that remembers them. | mp-web3/ | 109 | — | ~2.7k | Automated safety check: Notes | MIT | 6 mo ago |
| 92 | 92.Feature Dev A skill your agent uses when the user asks to build a new feature and wants a structured Codex CLI workflow with discovery, clarifying questions, architecture comparison, implementation, and review. | 6BNBN/ | 134 | — | ~823 | Automated safety check: Pass | MIT | 7 mo ago |
| 93 | 93.Grill Me QA A guided interview to challenge and validate QA automation plans, test strategies, and framework designs before implementation. | fugazi/ | 247 | — | ~3.9k | Automated safety check: Pass | MIT | 6 days ago |
| 94 | 94.Grill Me Calibrated grilling session for stress-testing a plan, design, idea, or decision. | JuliusBrussee/ | 162 | — | ~1.6k | Automated safety check: Pass | MIT | 2 mo ago |
| 95 | 95.Spec Writer Converts a vague idea into a precise, executable spec in five phases, files it as an issue and can start an agent on it in a fresh worktree. | garrytan/ | 136k | — | ~14k | Automated safety check: Notes | MIT | today |
| 96 | Explores goals, constraints and alternative designs one question at a time and saves an approved design document before any planning or coding starts. | first-fluke/ | 1.3k | — | ~2.8k | Automated safety check: Pass | MIT | today |
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