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. "biz-financial-ratios"charlieviettq/awesome-agent-skill
2. "debugger"charlieviettq/awesome-agent-skill
3. "grad-servqual"charlieviettq/awesome-agent-skill
4. "postgres-pro"charlieviettq/awesome-agent-skill
5. reflect-yourselfcharlieviettq/awesome-agent-skill
6. "tw-payment-integration"charlieviettq/awesome-agent-skill
7. metrics-reviewcharlieviettq/awesome-agent-skill
8. product-analytics-experimentscharlieviettq/awesome-agent-skill
9. "algo-hr-compensation"charlieviettq/awesome-agent-skill
10. "data-scientist"charlieviettq/awesome-agent-skill
11. "tw-ecom-invoice-void"charlieviettq/awesome-agent-skill
12. sql-queriescharlieviettq/awesome-agent-skill
13. github-comment-triagecharlieviettq/awesome-agent-skill
14. "tw-ecom-payment-jkopay"charlieviettq/awesome-agent-skill
15. "grad-ethnography"charlieviettq/awesome-agent-skill
16. voltagent-subagentscharlieviettq/awesome-agent-skill
17. gongmunseochrisryugj/kordoc
18. continuous-learningckorhonen/claude-skills
19. changelog-observerclaude-world/director-mode-lite
20. lark-bot-permissionscloveric/tarocub
21. humanizercoco-research/coco
22. OpenAI Apps MCPcoco-research/coco
23. scroll-worldcoco-research/coco
24. shadcn-uicodedogQBY/ReadAny
25. architecture-reviewcodenamev/ai-software-architect
26. architecture-statuscodenamev/ai-software-architect
27. create-adrcodenamev/ai-software-architect
28. list-memberscodenamev/ai-software-architect
29. pragmatic-guardcodenamev/ai-software-architect
30. setup-architectcodenamev/ai-software-architect
31. specialist-reviewcodenamev/ai-software-architect
32. abstraction-qualitycodybrom/clairvoyance
33. code-evolutioncodybrom/clairvoyance
34. comments-docscodybrom/clairvoyance
35. complexity-recognitioncodybrom/clairvoyance
36. deep-modulescodybrom/clairvoyance
37. design-it-twicecodybrom/clairvoyance
38. design-reviewcodybrom/clairvoyance
39. diagnosecodybrom/clairvoyance
40. error-designcodybrom/clairvoyance
41. general-vs-specialcodybrom/clairvoyance
42. information-hidingcodybrom/clairvoyance
43. module-boundariescodybrom/clairvoyance
44. naming-obviousnesscodybrom/clairvoyance
45. pull-complexity-downcodybrom/clairvoyance
46. red-flagscodybrom/clairvoyance
47. strategic-mindsetcodybrom/clairvoyance
48. namingcofoundy/brand-skills
49. ad-copy-writercognyai/claude-code-marketing-skills
50. brand-kitcognyai/claude-code-marketing-skills
51. cognycognyai/claude-code-marketing-skills
52. community-pulsecognyai/claude-code-marketing-skills
53. cwv-auditcognyai/claude-code-marketing-skills
54. crm-sales-momentumcognyai/claude-code-marketing-skills
55. crm-icp-analysiscognyai/claude-code-marketing-skills
56. conversion-debugcognyai/claude-code-marketing-skills
57. competitor-analysiscognyai/claude-code-marketing-skills
58. deliverability-checkcognyai/claude-code-marketing-skills
59. drop-off-rescuecognyai/claude-code-marketing-skills
60. email-reportcognyai/claude-code-marketing-skills
61. gtm-setupcognyai/claude-code-marketing-skills
62. gtm-tracking-plancognyai/claude-code-marketing-skills
63. gaql-referencecognyai/claude-code-marketing-skills
64. ga4-eventscognyai/claude-code-marketing-skills
65. ga4-bigquery-schemacognyai/claude-code-marketing-skills
66. google-ads-scriptscognyai/claude-code-marketing-skills
67. ga4-measurement-plancognyai/claude-code-marketing-skills
68. linkedin-micro-campaignscognyai/claude-code-marketing-skills
69. linkedin-ads-auditcognyai/claude-code-marketing-skills
70. lead-qualificationcognyai/claude-code-marketing-skills
71. landing-page-reviewcognyai/claude-code-marketing-skills
72. linkedin-launch-videocognyai/claude-code-marketing-skills
73. meta-capicognyai/claude-code-marketing-skills
74. non-commodity-contentcognyai/claude-code-marketing-skills
75. pmax-launch-kitcognyai/claude-code-marketing-skills
76. pre-send-qacognyai/claude-code-marketing-skills
77. revenue-auditcognyai/claude-code-marketing-skills
78. reddit-launch-videocognyai/claude-code-marketing-skills
79. seo-auditcognyai/claude-code-marketing-skills
80. structured-datacognyai/claude-code-marketing-skills
81. subject-line-labcognyai/claude-code-marketing-skills
82. tiktok-launch-videocognyai/claude-code-marketing-skills
83. utm-buildercognyai/claude-code-marketing-skills
84. video-to-gifcognyai/claude-code-marketing-skills
85. welcome-seriescognyai/claude-code-marketing-skills
86. website-migration-auditcognyai/claude-code-marketing-skills
87. winback-enginecognyai/claude-code-marketing-skills
88. planning-with-filescohen-liel/hivemind
89. triagecoleam00/Archon
90. mcp-docsconfluentinc/mcp-confluent
91. pr-reviewconfluentinc/mcp-confluent
92. vitestconfluentinc/mcp-confluent
93. toolkit-pr-review-v2constructorfabric/gears-rust
94. toolkit-pr-reviewconstructorfabric/gears-rust
95. auditcontext-foundry/context-foundry
96. scoutcontext-foundry/context-foundry
97. extract-patternscontext-foundry/context-foundry
98. loom-api-designcosmix/loom
99. loom-argocdcosmix/loom
100. loom-before-aftercosmix/loom
101. loom-ci-cdcosmix/loom
102. loom-code-reviewcosmix/loom
103. loom-crossplanecosmix/loom
104. loom-data-visualizationcosmix/loom
105. loom-database-designcosmix/loom
106. loom-dead-code-checkcosmix/loom
107. loom-debuggingcosmix/loom
108. loom-dependency-scancosmix/loom
109. loom-dockercosmix/loom
110. loom-documentationcosmix/loom
111. loom-fluxcdcosmix/loom
112. loom-git-workflowcosmix/loom
113. loom-grafanacosmix/loom
114. loom-istiocosmix/loom
115. loom-karpentercosmix/loom
116. loom-kubernetescosmix/loom
117. loom-kustomizecosmix/loom
118. loom-md-tablescosmix/loom
119. loom-model-evaluationcosmix/loom
120. loom-plan-writercosmix/loom
121. loom-prometheuscosmix/loom
122. loom-prompt-engineeringcosmix/loom
123. loom-refactoringcosmix/loom
124. loom-security-auditcosmix/loom
125. loom-security-scancosmix/loom
126. loom-skillscosmix/loom
127. loom-sql-optimizationcosmix/loom
128. loom-terraformcosmix/loom
129. loom-testingcosmix/loom
130. loom-threat-modelcosmix/loom
131. loom-usagecosmix/loom
132. loom-wiring-testcosmix/loom
133. accesscrisandrews/claude-whatsapp
134. configurecrisandrews/claude-whatsapp
135. cypress-authorcypress-io/ai-toolkit
136. cypress-explaincypress-io/ai-toolkit
137. subscope-build-vs-buydancolta/subscope
138. subscope-churndancolta/subscope
139. subscope-judgedancolta/subscope
140. subscope-onboarddancolta/subscope
141. subscope-op-vetdancolta/subscope
142. subscope-pricing-ragedancolta/subscope
143. subscope-profiledancolta/subscope
144. subscope-pulsedancolta/subscope
145. subscope-resurrectdancolta/subscope
146. subscope-rfp-baitdancolta/subscope
147. subscope-rivalsdancolta/subscope
148. subscope-rundancolta/subscope
149. subscope-setupdancolta/subscope
150. subscope-stack-auditdancolta/subscope
151. subscope-tunedancolta/subscope
152. skill-atlasdanielLublinsky/Skill-Atlas
153. decompiledariushoule/x64dbg-skills
154. state-diffdariushoule/x64dbg-skills
155. tracealyzerdariushoule/x64dbg-skills
156. yara-sigsdariushoule/x64dbg-skills
157. smokedataraum/dataraum
158. arcgis-to-portaljsdatopian/portaljs
159. portaljs-add-chartdatopian/portaljs
160. portaljs-add-datasetdatopian/portaljs
161. portaljs-add-dcatdatopian/portaljs
162. portaljs-add-geodatopian/portaljs
163. portaljs-add-mapdatopian/portaljs
164. portaljs-add-resourcedatopian/portaljs
165. portaljs-architectdatopian/portaljs
166. portaljs-connect-ckandatopian/portaljs
167. portaljs-define-schemadatopian/portaljs
168. portaljs-deploydatopian/portaljs
169. portaljs-migratedatopian/portaljs
170. portaljs-new-portaldatopian/portaljs
171. take-notesdavertor/take-notes
172. xreviewdavidleitw/xreview
173. releasedazzle-labs/cli
174. asset-sourcedcc-mcp/dcc-mcp-core
175. fable-auditdeepklarity/harness-kit
176. hk-arch-auditdeepklarity/harness-kit
177. hk-autonomy-auditdeepklarity/harness-kit
178. hk-breadcrumb-creatordeepklarity/harness-kit
179. hk-changelogdeepklarity/harness-kit
180. hk-compounddeepklarity/harness-kit
181. hk-follow-breadcrumbdeepklarity/harness-kit
182. hk-local-logsdeepklarity/harness-kit
183. hk-local-diagnosedeepklarity/harness-kit
184. hk-local-run-specdeepklarity/harness-kit
185. hk-merge-resolvedeepklarity/harness-kit
186. hk-mock-firstdeepklarity/harness-kit
187. hk-rcadeepklarity/harness-kit
188. hk-refinedeepklarity/harness-kit
189. hk-skill-creatordeepklarity/harness-kit
190. hk-slop-auditdeepklarity/harness-kit
191. generate-changelogdeepsense-ai/ragbits
192. sync-builder-journaldeepsense-ai/ragbits
193. intelligent-testingdefinableai/definable.ai
194. symfony:api-platform-versioningdev-toolings/superpowers-symfony
195. symfony:api-platform-filtersdev-toolings/superpowers-symfony
196. symfony:api-platform-state-providersdev-toolings/superpowers-symfony
197. symfony:api-platform-securitydev-toolings/superpowers-symfony
198. symfony:api-platform-dto-resourcesdev-toolings/superpowers-symfony
199. symfony:api-platform-serializationdev-toolings/superpowers-symfony
200. symfony:api-platform-testsdev-toolings/superpowers-symfony

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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.