Agent skills that ask for Read

Skills declare what they need inconsistently: 58.8% name the languages they run, 11.2% list the tools they ask for, and 4.6% give themselves a category. Filtering narrows to the ones that said so, never to the ones that are.

1. shapcharlieviettq/awesome-agent-skill
2. compliance-checkcharlieviettq/awesome-agent-skill
3. "grad-strat-upper-echelons"charlieviettq/awesome-agent-skill
4. "algo-forecast-ensemble"charlieviettq/awesome-agent-skill
5. "grad-org-ecology"charlieviettq/awesome-agent-skill
6. "grad-strat-tce"charlieviettq/awesome-agent-skill
7. briefcharlieviettq/awesome-agent-skill
8. "grad-systematic-review"charlieviettq/awesome-agent-skill
9. "grad-capm"charlieviettq/awesome-agent-skill
10. write-querycharlieviettq/awesome-agent-skill
11. gstack-openclaw-ceo-reviewcharlieviettq/awesome-agent-skill
12. "meta-scenario-planning"charlieviettq/awesome-agent-skill
13. "algo-sc-newsvendor"charlieviettq/awesome-agent-skill
14. pytorch-lightningcharlieviettq/awesome-agent-skill
15. "grad-dual-process"charlieviettq/awesome-agent-skill
16. pptxcharlieviettq/awesome-agent-skill
17. networkxcharlieviettq/awesome-agent-skill
18. stakeholder-updatecharlieviettq/awesome-agent-skill
19. "grad-disruptive-innovation"charlieviettq/awesome-agent-skill
20. analyzecharlieviettq/awesome-agent-skill
21. "tech-data-pipeline"charlieviettq/awesome-agent-skill
22. xquik-x-data-workflowscharlieviettq/awesome-agent-skill
23. "grad-brand-equity"charlieviettq/awesome-agent-skill
24. campaign-plancharlieviettq/awesome-agent-skill
25. "grad-constructivism"charlieviettq/awesome-agent-skill
26. imagegen-frontend-mobilecharlieviettq/awesome-agent-skill
27. docxcharlieviettq/awesome-agent-skill
28. "algo-mfg-cpk"charlieviettq/awesome-agent-skill
29. "tw-ecom-logistics-cvs"charlieviettq/awesome-agent-skill
30. "tw-stock-analysis"charlieviettq/awesome-agent-skill
31. "tw-ecom-compliance-product"charlieviettq/awesome-agent-skill
32. "stat-eda"charlieviettq/awesome-agent-skill
33. "algo-rank-trueskill"charlieviettq/awesome-agent-skill
34. shipping-launch-checklistcharlieviettq/awesome-agent-skill
35. "product-manager"charlieviettq/awesome-agent-skill
36. redesign-existing-projectscharlieviettq/awesome-agent-skill
37. "algo-ecom-ranking"charlieviettq/awesome-agent-skill
38. reconciliationcharlieviettq/awesome-agent-skill
39. data-context-extractorcharlieviettq/awesome-agent-skill
40. "law-irac"charlieviettq/awesome-agent-skill
41. ppt-mastercharlieviettq/awesome-agent-skill
42. "algo-rank-bayesian"charlieviettq/awesome-agent-skill
43. roadmap-updatecharlieviettq/awesome-agent-skill
44. "algo-seo-pagerank"charlieviettq/awesome-agent-skill
45. "grad-strat-rbv"charlieviettq/awesome-agent-skill
46. "stat-causal-inference"charlieviettq/awesome-agent-skill
47. "ecom-promo-roi"charlieviettq/awesome-agent-skill
48. "biz-brand-positioning"charlieviettq/awesome-agent-skill
49. design-taste-frontendcharlieviettq/awesome-agent-skill
50. "tw-ecom-operations-pricing"charlieviettq/awesome-agent-skill
51. kb-articlecharlieviettq/awesome-agent-skill
52. "mkt-seo-audit"charlieviettq/awesome-agent-skill
53. "algo-blockchain-smart-contract"charlieviettq/awesome-agent-skill
54. high-end-visual-designcharlieviettq/awesome-agent-skill
55. draft-outreachcharlieviettq/awesome-agent-skill
56. "grad-mm-theorem"charlieviettq/awesome-agent-skill
57. matplotlibcharlieviettq/awesome-agent-skill
58. "grad-ai-ethics"charlieviettq/awesome-agent-skill
59. "law-labor"charlieviettq/awesome-agent-skill
60. requesting-code-reviewcharlieviettq/awesome-agent-skill
61. "ops-talent-strategy"charlieviettq/awesome-agent-skill
62. performance-reportcharlieviettq/awesome-agent-skill
63. "grad-uppsala"charlieviettq/awesome-agent-skill
64. "data-sql-optimization"charlieviettq/awesome-agent-skill
65. "biz-toc"charlieviettq/awesome-agent-skill
66. gstack-openclaw-investigatecharlieviettq/awesome-agent-skill
67. "algo-ad-gsp"charlieviettq/awesome-agent-skill
68. "algo-seo-tfidf"charlieviettq/awesome-agent-skill
69. "git-workflow-manager"charlieviettq/awesome-agent-skill
70. "hum-dialectics"charlieviettq/awesome-agent-skill
71. frontend-ui-engineeringcharlieviettq/awesome-agent-skill
72. "search-specialist"charlieviettq/awesome-agent-skill
73. "prompt-engineer"charlieviettq/awesome-agent-skill
74. exploratory-data-analysischarlieviettq/awesome-agent-skill
75. "data-financial-analysis"charlieviettq/awesome-agent-skill
76. legal-responsecharlieviettq/awesome-agent-skill
77. "algo-risk-credit"charlieviettq/awesome-agent-skill
78. "hum-rhetoric"charlieviettq/awesome-agent-skill
79. scientific-problem-selectioncharlieviettq/awesome-agent-skill
80. "algo-rec-content"charlieviettq/awesome-agent-skill
81. tech-debtcharlieviettq/awesome-agent-skill
82. validate-datacharlieviettq/awesome-agent-skill
83. "econ-market-structure"charlieviettq/awesome-agent-skill
84. "context-manager"charlieviettq/awesome-agent-skill
85. "meta-decision-analysis"charlieviettq/awesome-agent-skill
86. account-researchcharlieviettq/awesome-agent-skill
87. "hum-socratic"charlieviettq/awesome-agent-skill
88. "ops-pitch-deck"charlieviettq/awesome-agent-skill
89. "biz-lean-six-sigma"charlieviettq/awesome-agent-skill
90. "ecom-rfm-analysis"charlieviettq/awesome-agent-skill
91. "econ-supply-demand"charlieviettq/awesome-agent-skill
92. "med-sports"charlieviettq/awesome-agent-skill
93. "algo-seo-backlink"charlieviettq/awesome-agent-skill
94. "grad-pragmatism"charlieviettq/awesome-agent-skill
95. startcharlieviettq/awesome-agent-skill
96. "algo-price-conjoint"charlieviettq/awesome-agent-skill
97. "pr-crisis-communication"charlieviettq/awesome-agent-skill
98. "algo-forecast-exponential"charlieviettq/awesome-agent-skill
99. image-to-codecharlieviettq/awesome-agent-skill
100. "project-manager"charlieviettq/awesome-agent-skill
101. journal-entrycharlieviettq/awesome-agent-skill
102. cowork-plugin-customizercharlieviettq/awesome-agent-skill
103. "grad-hlm"charlieviettq/awesome-agent-skill
104. scikit-survivalcharlieviettq/awesome-agent-skill
105. "cs-notification-strategy"charlieviettq/awesome-agent-skill
106. "tw-ecom-dtc-91app"charlieviettq/awesome-agent-skill
107. draft-contentcharlieviettq/awesome-agent-skill
108. "law-ip"charlieviettq/awesome-agent-skill
109. "grad-blooms"charlieviettq/awesome-agent-skill
110. "med-entertainment"charlieviettq/awesome-agent-skill
111. "ai-engineer"charlieviettq/awesome-agent-skill
112. "algo-ad-vcg"charlieviettq/awesome-agent-skill
113. "algo-forecast-arima"charlieviettq/awesome-agent-skill
114. seo-auditcharlieviettq/awesome-agent-skill
115. pdfcharlieviettq/awesome-agent-skill
116. meeting-briefingcharlieviettq/awesome-agent-skill
117. statsmodelscharlieviettq/awesome-agent-skill
118. data-viz-storytelling-healycharlieviettq/awesome-agent-skill
119. "grad-ambidexterity"charlieviettq/awesome-agent-skill
120. "algo-seo-schema"charlieviettq/awesome-agent-skill
121. "ux-researcher"charlieviettq/awesome-agent-skill
122. "grad-behavioral-finance"charlieviettq/awesome-agent-skill
123. "tech-prompt-engineering"charlieviettq/awesome-agent-skill
124. review-contractcharlieviettq/awesome-agent-skill
125. "algo-ad-budget"charlieviettq/awesome-agent-skill
126. "grad-platform-economics"charlieviettq/awesome-agent-skill
127. "algo-risk-var"charlieviettq/awesome-agent-skill
128. "ecom-analytics"charlieviettq/awesome-agent-skill
129. "refactoring-specialist"charlieviettq/awesome-agent-skill
130. "algo-sc-eoq"charlieviettq/awesome-agent-skill
131. "med-news-reporter"charlieviettq/awesome-agent-skill
132. "grad-diamond"charlieviettq/awesome-agent-skill
133. "grad-panel-data"charlieviettq/awesome-agent-skill
134. "algo-net-centrality"charlieviettq/awesome-agent-skill
135. "grad-meta-analysis"charlieviettq/awesome-agent-skill
136. "algo-nlp-summarization"charlieviettq/awesome-agent-skill
137. statistical-analysischarlieviettq/awesome-agent-skill
138. "algo-net-influence"charlieviettq/awesome-agent-skill
139. "biz-dcf"charlieviettq/awesome-agent-skill
140. architecture-decision-recordscharlieviettq/awesome-agent-skill
141. "econ-behavioral"charlieviettq/awesome-agent-skill
142. "market-researcher"charlieviettq/awesome-agent-skill
143. "biz-porters-five-forces"charlieviettq/awesome-agent-skill
144. "tw-ecom-payment-ecpay"charlieviettq/awesome-agent-skill
145. "ops-leadership-styles"charlieviettq/awesome-agent-skill
146. "meta-structured-problem"charlieviettq/awesome-agent-skill
147. "stat-hypothesis-testing"charlieviettq/awesome-agent-skill
148. systematic-debuggingcharlieviettq/awesome-agent-skill
149. "algo-mfg-doe"charlieviettq/awesome-agent-skill
150. "soc-social-network"charlieviettq/awesome-agent-skill
151. "algo-sc-routing"charlieviettq/awesome-agent-skill
152. "grad-action-research"charlieviettq/awesome-agent-skill
153. full-output-enforcementcharlieviettq/awesome-agent-skill
154. "algo-price-elasticity"charlieviettq/awesome-agent-skill
155. "ecom-inventory-health"charlieviettq/awesome-agent-skill
156. "pr-press-release"charlieviettq/awesome-agent-skill
157. "quant-analyst"charlieviettq/awesome-agent-skill
158. "tech-mcp-server-dev"charlieviettq/awesome-agent-skill
159. call-prepcharlieviettq/awesome-agent-skill
160. secure-api-designcharlieviettq/awesome-agent-skill
161. "algo-social-virality"charlieviettq/awesome-agent-skill
162. minimalist-uicharlieviettq/awesome-agent-skill
163. imagegen-frontend-webcharlieviettq/awesome-agent-skill
164. receiving-code-reviewcharlieviettq/awesome-agent-skill
165. brand-reviewcharlieviettq/awesome-agent-skill
166. legal-risk-assessmentcharlieviettq/awesome-agent-skill
167. content-creationcharlieviettq/awesome-agent-skill
168. "grad-business-ecosystems"charlieviettq/awesome-agent-skill
169. "grad-innovation-diffusion-bass"charlieviettq/awesome-agent-skill
170. serverless-debuggingcharlieviettq/awesome-agent-skill
171. "biz-blue-ocean"charlieviettq/awesome-agent-skill
172. "mkt-content-calendar"charlieviettq/awesome-agent-skill
173. "code-reviewer"charlieviettq/awesome-agent-skill
174. "grad-sd-logic"charlieviettq/awesome-agent-skill
175. brandkitcharlieviettq/awesome-agent-skill
176. sox-testingcharlieviettq/awesome-agent-skill
177. "biz-innovation-management"charlieviettq/awesome-agent-skill
178. "ecom-conversational"charlieviettq/awesome-agent-skill
179. "mkt-ad-optimization"charlieviettq/awesome-agent-skill
180. "biz-cac-ltv"charlieviettq/awesome-agent-skill
181. "ml-engineer"charlieviettq/awesome-agent-skill
182. "grad-mixed-methods"charlieviettq/awesome-agent-skill
183. "tw-ecom-compliance-pdpa"charlieviettq/awesome-agent-skill
184. "ux-jtbd"charlieviettq/awesome-agent-skill
185. doubt-driven-reviewcharlieviettq/awesome-agent-skill
186. "data-engineer"charlieviettq/awesome-agent-skill
187. "algo-price-van-westendorp"charlieviettq/awesome-agent-skill
188. "algo-hr-matching"charlieviettq/awesome-agent-skill
189. "biz-erm"charlieviettq/awesome-agent-skill
190. product-brainstormingcharlieviettq/awesome-agent-skill
191. "grad-oli"charlieviettq/awesome-agent-skill
192. "ops-meeting-minutes"charlieviettq/awesome-agent-skill
193. "tw-startup-legal"charlieviettq/awesome-agent-skill
194. "hum-historical-analogy"charlieviettq/awesome-agent-skill
195. create-an-assetcharlieviettq/awesome-agent-skill
196. "hum-discourse"charlieviettq/awesome-agent-skill
197. seaborncharlieviettq/awesome-agent-skill
198. "tw-ecom-payment-tappay"charlieviettq/awesome-agent-skill
199. "grad-governance"charlieviettq/awesome-agent-skill
200. "data-dashboard-design"charlieviettq/awesome-agent-skill

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The whole corpus is one call away through the search API, or ask a question of it on the index itself.