Roadmap & strategy
2,642 rows, by stacks then stars
654 of these skill files have been read, by 614 distinct authors, and what they tell an agent counted. What Roadmap & strategy authors agree on, and what they forbid
Ranked annotation prioritization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/ranked-annotation-prioritization Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Ranked candidate prioritization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/ranked-candidate-prioritization Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Set activity prioritization ranking
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/set-activity-prioritization-ranking Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Cascade search strategy fdr control
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/cascade-search-strategy-fdr-control Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Cascade search strategy implementation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/cascade-search-strategy-implementation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Fdr aware psm retention strategy
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/fdr-aware-psm-retention-strategy Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Ms signal correction strategy selection
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/ms-signal-correction-strategy-selection Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Reference feature combination strategy
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/reference-feature-combination-strategy Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Fusion pooling strategy implementation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/nmr/skills/fusion-pooling-strategy-implementation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/nmr/skills/hybrid-model-fusion-strategy Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Memory mapped file selection strategy
HolobiomicsLab/asb-skill-collections/packs/metabolomics/nmr/skills/memory-mapped-file-selection-strategy Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Pathway ranking and prioritization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/nmr/skills/pathway-ranking-and-prioritization Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Peaklist metabolite assignment prioritization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/nmr/skills/peaklist-metabolite-assignment-prioritization Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Sample prioritization through structural clustering
HolobiomicsLab/asb-skill-collections/packs/metabolomics/nmr/skills/sample-prioritization-through-structural-clustering Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
andrader/jup/skills/jup-roadmap Skill
no license14★ repojup is a command-line tool for installing and managing agent skills across different ai agents, scopes, and projects.
onfire7777/universal-ai-skills-library/skills/alignment-values-north-star Skill
14★ repoRouter-first AI skill system for Codex, Claude, Cursor, Hermes, Paperclip, OpenCode, and local AI stacks: search, preflight-route, and load 1,812 skills on demand without duplicating the corpus.
onfire7777/universal-ai-skills-library/skills/blue-ocean-strategy Skill
14★ repoRouter-first AI skill system for Codex, Claude, Cursor, Hermes, Paperclip, OpenCode, and local AI stacks: search, preflight-route, and load 1,812 skills on demand without duplicating the corpus.
onfire7777/universal-ai-skills-library/skills/chain-spec-risk-metrics Skill
14★ repoRouter-first AI skill system for Codex, Claude, Cursor, Hermes, Paperclip, OpenCode, and local AI stacks: search, preflight-route, and load 1,812 skills on demand without duplicating the corpus.
onfire7777/universal-ai-skills-library/skills/ciso-advisor Skill
14★ repoRouter-first AI skill system for Codex, Claude, Cursor, Hermes, Paperclip, OpenCode, and local AI stacks: search, preflight-route, and load 1,812 skills on demand without duplicating the corpus.
Decomposition planning roadmap
onfire7777/universal-ai-skills-library/skills/decomposition-planning-roadmap Skill
14★ repoRouter-first AI skill system for Codex, Claude, Cursor, Hermes, Paperclip, OpenCode, and local AI stacks: search, preflight-route, and load 1,812 skills on demand without duplicating the corpus.
onfire7777/universal-ai-skills-library/skills/embedding-fusion-strategy Skill
14★ repoRouter-first AI skill system for Codex, Claude, Cursor, Hermes, Paperclip, OpenCode, and local AI stacks: search, preflight-route, and load 1,812 skills on demand without duplicating the corpus.
onfire7777/universal-ai-skills-library/skills/helm Skill
14★ repoRouter-first AI skill system for Codex, Claude, Cursor, Hermes, Paperclip, OpenCode, and local AI stacks: search, preflight-route, and load 1,812 skills on demand without duplicating the corpus.
onfire7777/universal-ai-skills-library/skills/layered-reasoning Skill
14★ repoRouter-first AI skill system for Codex, Claude, Cursor, Hermes, Paperclip, OpenCode, and local AI stacks: search, preflight-route, and load 1,812 skills on demand without duplicating the corpus.
onfire7777/universal-ai-skills-library/skills/legacy-migration-planner Skill
14★ repoRouter-first AI skill system for Codex, Claude, Cursor, Hermes, Paperclip, OpenCode, and local AI stacks: search, preflight-route, and load 1,812 skills on demand without duplicating the corpus.
onfire7777/universal-ai-skills-library/skills/metrics-tree Skill
14★ repoRouter-first AI skill system for Codex, Claude, Cursor, Hermes, Paperclip, OpenCode, and local AI stacks: search, preflight-route, and load 1,812 skills on demand without duplicating the corpus.
onfire7777/universal-ai-skills-library/skills/pestel-analysis Skill
14★ repoRouter-first AI skill system for Codex, Claude, Cursor, Hermes, Paperclip, OpenCode, and local AI stacks: search, preflight-route, and load 1,812 skills on demand without duplicating the corpus.
onfire7777/universal-ai-skills-library/skills/portfolio-roadmapping-bets Skill
14★ repoRouter-first AI skill system for Codex, Claude, Cursor, Hermes, Paperclip, OpenCode, and local AI stacks: search, preflight-route, and load 1,812 skills on demand without duplicating the corpus.
onfire7777/universal-ai-skills-library/skills/prioritization-advisor Skill
14★ repoRouter-first AI skill system for Codex, Claude, Cursor, Hermes, Paperclip, OpenCode, and local AI stacks: search, preflight-route, and load 1,812 skills on demand without duplicating the corpus.
onfire7777/universal-ai-skills-library/skills/prioritization-effort-impact Skill
14★ repoRouter-first AI skill system for Codex, Claude, Cursor, Hermes, Paperclip, OpenCode, and local AI stacks: search, preflight-route, and load 1,812 skills on demand without duplicating the corpus.
onfire7777/universal-ai-skills-library/skills/product-strategy-session Skill
14★ repoRouter-first AI skill system for Codex, Claude, Cursor, Hermes, Paperclip, OpenCode, and local AI stacks: search, preflight-route, and load 1,812 skills on demand without duplicating the corpus.
onfire7777/universal-ai-skills-library/skills/roadmap-backcast Skill
14★ repoRouter-first AI skill system for Codex, Claude, Cursor, Hermes, Paperclip, OpenCode, and local AI stacks: search, preflight-route, and load 1,812 skills on demand without duplicating the corpus.
onfire7777/universal-ai-skills-library/skills/roadmap-planning Skill
14★ repoRouter-first AI skill system for Codex, Claude, Cursor, Hermes, Paperclip, OpenCode, and local AI stacks: search, preflight-route, and load 1,812 skills on demand without duplicating the corpus.
onfire7777/universal-ai-skills-library/skills/strategic-compact Skill
14★ repoRouter-first AI skill system for Codex, Claude, Cursor, Hermes, Paperclip, OpenCode, and local AI stacks: search, preflight-route, and load 1,812 skills on demand without duplicating the corpus.
onfire7777/universal-ai-skills-library/skills/strategic-planning-engine Skill
14★ repoRouter-first AI skill system for Codex, Claude, Cursor, Hermes, Paperclip, OpenCode, and local AI stacks: search, preflight-route, and load 1,812 skills on demand without duplicating the corpus.
Strategy and competitive analysis
onfire7777/universal-ai-skills-library/skills/strategy-and-competitive-analysis Skill
14★ repoRouter-first AI skill system for Codex, Claude, Cursor, Hermes, Paperclip, OpenCode, and local AI stacks: search, preflight-route, and load 1,812 skills on demand without duplicating the corpus.
Translation reframing audience shift
onfire7777/universal-ai-skills-library/skills/translation-reframing-audience-shift Skill
14★ repoRouter-first AI skill system for Codex, Claude, Cursor, Hermes, Paperclip, OpenCode, and local AI stacks: search, preflight-route, and load 1,812 skills on demand without duplicating the corpus.
runkids/feature-radar/skills/feature-radar Skill
13★ repo📡 AI skill that helps your coding agent discover, track, and prioritize what to build next.
allemaar/open-skills/skills/orient-roadmap Skill
13★ repoReadable agent skills with optional declarative YON protocols you can inspect and validate. A personal, field-used pack by Alexandru Mares.
Bio clinical databases variant prioritization
FridrichMethod/awesome-skills/skills/bio-clinical-databases-variant-prioritization Skill
no license13★ repoCurated, auto-synced collection of 2,000+ Claude Code & Codex skills for AI4Protein, bioinformatics, AI development, and academic paper writing. One curl command installs them all.
FridrichMethod/awesome-skills/skills/effector-gene-prioritization Skill
no license13★ repoCurated, auto-synced collection of 2,000+ Claude Code & Codex skills for AI4Protein, bioinformatics, AI development, and academic paper writing. One curl command installs them all.
FridrichMethod/awesome-skills/skills/heritability-partitioning Skill
no license13★ repoCurated, auto-synced collection of 2,000+ Claude Code & Codex skills for AI4Protein, bioinformatics, AI development, and academic paper writing. One curl command installs them all.
FridrichMethod/awesome-skills/skills/scientific-problem-selection Skill
no license13★ repoCurated, auto-synced collection of 2,000+ Claude Code & Codex skills for AI4Protein, bioinformatics, AI development, and academic paper writing. One curl command installs them all.
FridrichMethod/awesome-skills/skills/search-strategy Skill
no license13★ repoCurated, auto-synced collection of 2,000+ Claude Code & Codex skills for AI4Protein, bioinformatics, AI development, and academic paper writing. One curl command installs them all.
FridrichMethod/awesome-skills/skills/strategic-compact Skill
no license13★ repoCurated, auto-synced collection of 2,000+ Claude Code & Codex skills for AI4Protein, bioinformatics, AI development, and academic paper writing. One curl command installs them all.
Tooluniverse drug target validation
FridrichMethod/awesome-skills/skills/tooluniverse-drug-target-validation Skill
no license13★ repoCurated, auto-synced collection of 2,000+ Claude Code & Codex skills for AI4Protein, bioinformatics, AI development, and academic paper writing. One curl command installs them all.
FridrichMethod/awesome-skills/skills/variant-prioritization Skill
no license13★ repoCurated, auto-synced collection of 2,000+ Claude Code & Codex skills for AI4Protein, bioinformatics, AI development, and academic paper writing. One curl command installs them all.
IdoCohen560/claude-unity-game-studio/examples/my-first-game/.claude/skills/milestone-review Skill
12★ repoAI-powered Unity game development studio for Claude Code - 49 agents, 120+ skills, and a full studio hierarchy that turns a single AI session into a coordinated game dev team. View more about me in my portfolio.
IdoCohen560/claude-unity-game-studio/game-studios-template/.claude/skills/milestone-review Skill
12★ repoAI-powered Unity game development studio for Claude Code - 49 agents, 120+ skills, and a full studio hierarchy that turns a single AI session into a coordinated game dev team. View more about me in my portfolio.
tinh2/skills-hub-registry/analysis/alert-prioritization Skill
no license12★ repoOpen registry of community-contributed AI coding skills (SKILL.md files) — daily-synced to skills-hub.ai. Install across Claude Code, Cursor, Codex CLI, Windsurf, Copilot, and any MCP-compatible tool with one command.
tinh2/skills-hub-registry/analysis/extraction-optimization Skill
no license12★ repoOpen registry of community-contributed AI coding skills (SKILL.md files) — daily-synced to skills-hub.ai. Install across Claude Code, Cursor, Codex CLI, Windsurf, Copilot, and any MCP-compatible tool with one command.
tinh2/skills-hub-registry/productivity/plan-to-issues Skill
no license12★ repoOpen registry of community-contributed AI coding skills (SKILL.md files) — daily-synced to skills-hub.ai. Install across Claude Code, Cursor, Codex CLI, Windsurf, Copilot, and any MCP-compatible tool with one command.
tinh2/skills-hub-registry/qa/stress-test-personas Skill
no license12★ repoOpen registry of community-contributed AI coding skills (SKILL.md files) — daily-synced to skills-hub.ai. Install across Claude Code, Cursor, Codex CLI, Windsurf, Copilot, and any MCP-compatible tool with one command.
tinh2/skills-hub-registry/review/cto-review Skill
no license12★ repoOpen registry of community-contributed AI coding skills (SKILL.md files) — daily-synced to skills-hub.ai. Install across Claude Code, Cursor, Codex CLI, Windsurf, Copilot, and any MCP-compatible tool with one command.
javier-garzas/ia-product-management/skills/crear-y-revisar-okrs Skill
12★ repoSkills de IA para Product Management y Spec-Driven Development, creadas por Javier Garzas (233 Academy) y compartidas con la comunidad.
javier-garzas/ia-product-management/skills/planificacion-roadmap Skill
12★ repoSkills de IA para Product Management y Spec-Driven Development, creadas por Javier Garzas (233 Academy) y compartidas con la comunidad.
S3YED/appie-kit/skills/design/codebase-audit-and-roadmap Skill
12★ repoBuild Your Own AI Employee. The complete starter kit for OpenClaw + Hermes Agent. 155 deduplicated skills, drag-and-drop workspace, case studies, install scripts.
S3YED/appie-kit/skills/ecc/strategic-compact Skill
12★ repoBuild Your Own AI Employee. The complete starter kit for OpenClaw + Hermes Agent. 155 deduplicated skills, drag-and-drop workspace, case studies, install scripts.
eugenepyvovarov/mcpbundler-agent-skills-marketplace/free-tool-strategy Skill
12★ repoagent skills marketplace for mcp bundler(can be used with other ai tools with support of agent skills markeplaces). some skills are mine, also borrowed skills(credited to authors)
eugenepyvovarov/mcpbundler-agent-skills-marketplace/launch-strategy Skill
12★ repoagent skills marketplace for mcp bundler(can be used with other ai tools with support of agent skills markeplaces). some skills are mine, also borrowed skills(credited to authors)
eugenepyvovarov/mcpbundler-agent-skills-marketplace/pricing-strategy Skill
12★ repoagent skills marketplace for mcp bundler(can be used with other ai tools with support of agent skills markeplaces). some skills are mine, also borrowed skills(credited to authors)