Topic · Agent Workflows
Best requirements gathering skills, page 3
Requirements gathering skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 97 | This skill should be used when the user asks to 'add a data source', 'create a new data source', 'add a new API', 'integrate a new data provider', 'add new tools', or mentions adding Israeli… | LiorVainer/ | 130 | — | ~2.6k | Automated safety check: Notes | No licence | 4 mo ago |
| 98 | 98.Loop Me Grill me about specs for the workflows I want to build, within this workspace. | fossasia/ | 1.6k | 8 repos | ~632 | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 99 | Interviews you about data model, workload and scale, then recommends one Google Cloud database from a decision matrix and drafts starter provisioning code for review. | google/ | 21k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | today |
| 100 | Generate 30-50 deep discovery questions for any business type to uncover hidden pain points, workflow bottlenecks, and $15K+ software opportunities during client conversations. | zanecole10/ | 104 | — | ~3.6k | Automated safety check: Pass | No licence | 11 mo ago |
| 101 | 101.Grill Me Grill the user relentlessly about a plan, design, decision, or set of review findings — working the decision tree in rounds until nothing is left silently assumed. | nrwl/ | 29k | — | ~1.2k | Automated safety check: Pass | MIT | today |
| 102 | Interviews you about scope, behavior, edge cases and verification, then writes a self-contained SPEC.md that a fresh session can implement without this conversation. | poshan0126/ | 871 | — | ~804 | Automated safety check: Pass | MIT | 1 mo ago |
| 103 | 103.Mom Test Validates business ideas through customer conversations using Rob Fitzpatrick's Mom Test framework. | getagentseal/ | 729 | — | ~2.3k | Automated safety check: Pass | MIT | 2 days ago |
| 104 | 104.Grill Me Interview the user relentlessly about a plan or design until every branch of the decision tree is resolved, then feed the conclusions into the issue plan. | jepegit/ | 110 | — | ~676 | Automated safety check: Pass | MIT | 3 days ago |
| 105 | 105.Grilling Ideas Stress-tests a fuzzy or vague feature idea before any PRD, spec, or ticket is written. | opsmill/ | 533 | — | ~3.8k | Automated safety check: Pass | Apache-2.0 | today |
| 106 | 106.Feature Forge Runs a structured requirements interview to produce a feature specification with EARS requirements, acceptance criteria and an implementation checklist. | Jeffallan/ | 12k | — | ~1.1k | Automated safety check: Pass | MIT | 6 days ago |
| 107 | 107.Grill Article Critically inspect a written article before enrichment — verify codebase claims with real tool lookups, find internal contradictions, and (for argumentative articles) sparr with the author about… | open-cqrs/ | 118 | — | ~5k | Automated safety check: Notes | Apache-2.0 | 11 days ago |
| 108 | 108.AI Firstify Analyze, re-engineer, or bootstrap projects to align with AI-first design principles. | techwolf-ai/ | 132 | — | ~646 | Automated safety check: Pass | MIT | 10 days ago |
| 109 | Runs a gated Spec, Plan, Build, Test, Review, Ship workflow so non-trivial changes are specified, verified and reviewed before they ship, with a named artifact per phase. | LichAmnesia/ | 234 | — | ~3.5k | Automated safety check: Pass | MIT | 4 mo ago |
| 110 | Creates or updates a long-running REQUIREMENTS.md that defines a system's users, outcomes, capabilities, business rules, scope and acceptance conditions. | owainlewis/ | 412 | — | ~766 | Automated safety check: Pass | MIT | 3 days ago |
| 111 | 111.Groom Issue Groom a poorly written issue by grilling the user to clarify requirements, updating the issue on GitHub via the gh cli, and utilizing the triage skill to apply the correct label and add an agent… | yamcodes/ | 145 | — | ~1k | Automated safety check: Pass | MIT | today |
| 112 | 112.Deep Interview Interviews you with Socratic questions and an ambiguity score until a vague idea becomes a clear spec, then holds execution until you approve. | Yeachan-Heo/ | 40k | — | ~12k | Automated safety check: Pass | MIT | yesterday |
| 113 | Structured interview for designing and implementing changes to the Michelangelo platform. | michelangelo-ai/ | 118 | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | today |
| 114 | 114.Cook Implement, build, create, or add any feature, endpoint, page, component, or functionality. | avibebuilder/ | 120 | — | ~970 | Automated safety check: Pass | MIT | 4 mo ago |
| 115 | Works with you to turn draft behavioral facts into precise, implementable spec facts, resolving vague labels, gaps and contradictions one at a time through discussion. | av/ | 102 | — | ~1.5k | Automated safety check: Pass | No licence | 13 days ago |
| 116 | 116.Grilling Interview the user relentlessly about a plan or design. An agent skill from fossasia/eventyay-interpretation. | fossasia/ | 1.6k | 6 repos | ~167 | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 117 | 117.Grill Adversarial questioning and collaborative shaping in one skill. | koolamusic/ | 130 | — | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 118 | Writes one implementation-ready spec for a feature or major change, settling behavior, technical design, failure handling and acceptance checks before delivery. | owainlewis/ | 412 | — | ~938 | Automated safety check: Pass | MIT | 3 days ago |
| 119 | Enter explore mode - think through ideas, investigate problems, clarify requirements | zhe-qi/ | 193 | — | ~1.6k | Automated safety check: Pass | MIT | 2 mo ago |
| 120 | 120.Deep Interview Socratic deep interview with mathematical ambiguity gating. An agent skill from zereight/gitlab-mcp. | zereight/ | 2k | 1 repo | ~725 | Automated safety check: Pass | MIT | today |
| 121 | 121.Vibes Brainstorm Lightweight requirements gathering before app generation. An agent skill from popmechanic/VibesOS. | popmechanic/ | 135 | — | ~2.2k | Automated safety check: Pass | MIT | 2 mo ago |
| 122 | 122.Autodev Feature auto-development — clarify requirements, generate spec, dispatch dev sub-agent to implement and merge into current branch | ZhangShenao/ | 141 | — | ~606 | Automated safety check: Notes | MIT | today |
| 123 | 123.Capture Captures and organizes chaotic brain dumps into a structured, actionable system with zero information loss. | alirezarezvani/ | 28k | 1 repo | ~2.8k | Automated safety check: Pass | MIT | 1 mo ago |
| 124 | Clarify ambiguous requirements through focused dialogue before implementation. | pedronauck/ | 634 | 2 repos | ~2.3k | Automated safety check: Pass | No licence | 24 days ago |
| 125 | 125.New App Workflow for creating new applications from scratch. An agent skill from QwenLM/qwen-code. | QwenLM/ | 28k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | today |
| 126 | 126.Grill Design Converge on a frontend look through rounds of prototypes and grilling verdicts. | will-ness-ai/ | 168 | — | ~254 | Automated safety check: Pass | MIT | today |
| 127 | 127.Triage 让 issues 和 external PRs 通过一组 triage roles 状态机,分类、验证、必要时 grilling,并写出 agent-ready briefs。 | vinvcn/ | 4.7k | — | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 128 | Clarify requirements before implementing. An agent skill from MoizIbnYousaf/ai-agent-skills. | MoizIbnYousaf/ | 1.1k | 1 repo | ~944 | Automated safety check: Pass | MIT | 18 days ago |
| 129 | 129.Squid Plan Turn a raw feature spec into an approved Tasks Plan — grill the spec, have the Product Architect groom draft tasks (+ optional ADR and glossary additions), then run ONE human gate that decides… | iusztinpaul/ | 203 | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 130 | 130.Interview Me Interview the user one question at a time to resolve remaining ambiguity before implementation. | Neeeophytee/ | 343 | — | ~447 | Automated safety check: Pass | MIT | 11 days ago |
| 131 | 131.Grill Me Clarify a plan or design through focused questions and a final decision record. | PinelliaChill/ | 222 | — | ~159 | Automated safety check: Pass | Unknown | today |
| 132 | 132.Plan Creates a structured task-by-task implementation plan for a gflow-cli feature. | ffroliva/ | 266 | — | ~2k | Automated safety check: Pass | MIT | today |
| 133 | 133.Discuss "/discuss", "discuss this", "think with me", "is this a good idea?", "what do you think about", "problem definition", "explore this idea", "/discuss --scored", "interview me", "clarify… | team-attention/ | 173 | — | ~4.7k | Automated safety check: Pass | MIT | 4 mo ago |
| 134 | 134.Grill Structured questioning to reach shared understanding before action. | Sidiora-Labs/ | 217 | — | ~565 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 135 | 135.Grill Me Grilling session that challenges a plan against the existing domain model, sharpens terminology, and updates documentation (CONTEXT.md, ADRs) inline as decisions crystallise. | macalbert/ | 138 | — | ~1k | Automated safety check: Pass | MIT | 4 days ago |
| 136 | 136.Superpowers A skill your agent uses when starting any conversation to discover relevant skills and open the right SKILL.md files before responding, including before clarifying questions. | 6BNBN/ | 134 | — | ~818 | Automated safety check: Pass | MIT | 7 mo ago |
| 137 | 137.Grant Proposal Scaffold a research grant proposal (NSF, NIH, ERC, or foundation) by composing existing primitives — pulls identification strategy from an /interview-me spec, delegates the data-management plan to… | pedrohcgs/ | 1.7k | — | ~3.4k | Automated safety check: Pass | MIT | 11 days ago |
| 138 | 138.Interview Me Interactive interview that formalizes a fuzzy research idea into a structured spec (RQ, hypotheses, identification, data needs, empirical strategy). | pedrohcgs/ | 1.7k | — | ~1.8k | Automated safety check: Pass | MIT | 11 days ago |
| 139 | Generate structured research questions, testable hypotheses, and candidate empirical strategies from a topic, phenomenon, or dataset description. | pedrohcgs/ | 1.7k | — | ~1.7k | Automated safety check: Pass | MIT | 11 days ago |
| 140 | 140.Trendwatch Reverse-engineer viral organic TikTok/Instagram content from competitor accounts and generate adapted hook ideas for the user's app. | nestyme/ | 151 | — | ~10k | Automated safety check: Pass | No licence | 9 days ago |
| 141 | 141.Vague This skill should be used when the user's request or requirement is ambiguous and needs iterative questioning to become actionable. | team-attention/ | 827 | — | ~1k | Automated safety check: Pass | MIT | 5 mo ago |
| 142 | 142.Grants NIH grant research skill for clinical researchers. An agent skill from alirezarezvani/claude-skills. | alirezarezvani/ | 28k | — | ~3.7k | Automated safety check: Pass | MIT | 1 mo ago |
| 143 | 143.Grill With Docs Docs-anchored grilling session — challenges a plan against the project's existing language (CONTEXT.md) and recorded decisions (docs/adr/), and updates those files inline as terminology and… | alirezarezvani/ | 28k | — | ~1.8k | Automated safety check: Pass | MIT | 1 mo ago |
| 144 | 144.Ad Diagnose Disciplined diagnosis loop for hard bugs and performance regressions per WORKFLOW §15. | alexandremendoncaalvaro/ | 756 | 1 repo | ~2.6k | Automated safety check: Pass | Unknown | 2 mo ago |
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