Transcript Correction Skill
Purpose
Fix speech-to-text errors in YouTube auto-generated captions, focusing on:
- •CNCF project name capitalization
- •Technical term spelling
- •Common acronyms and abbreviations
Critical Rules
- •Do NOT rephrase - Only fix errors, preserve original wording
- •Preserve speaker intent - Don't change meaning
- •Fix systematic errors - Focus on repeated mistakes
- •Maintain flow - Keep sentence structure intact
CNCF Projects to Correct
Always fix capitalization for these CNCF projects:
| Incorrect | Correct |
|---|---|
| kubernetes | Kubernetes |
| prometheus | Prometheus |
| argo cd, argocd | Argo CD |
| helm | Helm |
| istio | Istio |
| cilium | Cilium |
| envoy | Envoy |
| linkerd | Linkerd |
| fluentd | Fluentd |
| jaeger | Jaeger |
| harbor | Harbor |
| falco | Falco |
| flux | Flux |
| rook | Rook |
| etcd | etcd (lowercase correct) |
| grpc | gRPC |
| containerd | containerd (lowercase correct) |
| knative | Knative |
Common Technical Errors
Command-line Tools
- •cueectl, cube ctl, cube control → kubectl
- •docker compose → Docker Compose
- •git hub → GitHub
Technical Terms
- •micro services → microservices
- •git ops → GitOps
- •dev ops → DevOps
- •dev sec ops → DevSecOps
- •cloud native → cloud-native (when adjective)
- •continuous integration → CI (if clearly abbreviated)
- •continuous delivery → CD (if clearly abbreviated)
Cloud Providers
- •aws, amazon web services → AWS
- •gcp, google cloud → Google Cloud
- •azure → Azure
Programming Concepts
- •api → API
- •rest api → REST API
- •yaml → YAML
- •json → JSON
- •http → HTTP
- •https → HTTPS
Processing Guidelines
- •Read entire transcript first - Understand context
- •Fix CNCF projects - Highest priority
- •Fix technical terms - Second priority
- •Preserve ambiguity - If unsure, leave as-is
- •Maintain punctuation - Don't add or remove
What NOT to Fix
- •Speaker names (even if misspelled)
- •Company names (even if informal)
- •Informal language ("gonna", "wanna")
- •Filler words ("um", "uh", "like")
- •Grammatical errors in speech
- •Regional pronunciations
Quality Checklist
Before returning corrected transcript, verify:
- • All CNCF project names capitalized correctly
- • kubectl spelled correctly (common error)
- • GitOps, DevOps, DevSecOps capitalized
- • Cloud provider names capitalized
- • No sentences rephrased
- • Original meaning preserved
- • Technical accuracy maintained
Example Input
code
in our company we use kubernetes for container orchestration we deployed prometheus for monitoring and argo cd for gitops we also use helm charts and the cueectl command line tool
Example Output
code
in our company we use Kubernetes for container orchestration we deployed Prometheus for monitoring and Argo CD for GitOps we also use Helm charts and the kubectl command line tool
Notes
- •This skill handles correction only, not content analysis
- •Next skill (transcript-analysis) will extract structured data
- •Correction quality directly impacts analysis accuracy
- •When in doubt, preserve original text