The following project-specific technical terms should be corrected when encountered in speech-to-text input: .github .github/aw .github/workflows .lock.yml .md @copilot ACTIONS_STEP_DEBUG ANTHROPIC_API_KEY CLAUDE_CODE_OAUTH_TOKEN CODEX_API_KEY COPILOT_GITHUB_TOKEN DEBUG FUZZY:BI-WEEKLY FUZZY:DAILY FUZZY:WEEKLY GEMINI_API_KEY GH_AW_AGENT_TOKEN GH_AW_ALLOWED_DOMAINS GH_AW_GITHUB_TOKEN GH_AW_PROMPT GH_AW_SAFE_OUTPUTS GH_AW_VERSION GH_AW_WORKFLOW_ID GH_TOKEN GITHUB_TOKEN OPENAI_API_KEY RUNNER_TEMP SARIF activation activation-job agent-job agentic agentic-workflows allow-workflows allowed allowed-domains allowed-files allowed-labels allowed-repos allowlist api.github.com artifact assign-to-agent assign-to-copilot audit audit-workflows auto-merge automation bash branch branch-name build bun cache cache-key cache-memory checkout checks claude code-scanning codex coding-agent comment compile compile-workflow compiled compiler concurrency concurrency-group config contents create-discussion create-issue create-pull-request cron custom custom-agent daily debug default-branch defaults deno dependabot description dispatch-workflow discussions docker documentation dotnet draft edit engine engine-config engines environment environment-variables events expires fail-fast fallback-as-issue feature-flag features frontmatter fuzzy fuzzy-schedule gateway gemini gh-aw git-branch git-commit github github-actions github-app github-token github.repository github.run_id github/gh-aw hourly id-token imports input inputs inspect installation integration issue issue-ops issue_comment issueops issues javascript job-discriminator jobs json json-schema label label-ops labelops labels latest lockfile logs main markdown max-continuations max-turns mcp mcp-gateway mcp-inspect mcp-list mcp-registry mcp-scripts mcp-server mcp-servers merge metadata milestone min-integrity mode model needs.activation network network.allowed network.firewall node noop on-demand org organization outputs override owner package parallel parsing permissions phase pip pipeline playwright prompt prompt-injection protected-files pull-requests pull_request pull_request_target python python3 recompile registry release repo repo-memory report-summary repository repository_dispatch review runs-on runtime runtimes safe-inputs safe-outputs sandbox sanitized schedule scheduled schema scripts search secrets security session setup shared shared-workflow shell slack staged staged-mode stale steps.sanitized.outputs.body steps.sanitized.outputs.text steps.sanitized.outputs.title timeout timeout-minutes token-weights toolsets trigger triggers trusted trusted-users ubuntu ubuntu-latest update-issue update-pull-request validate validation version version-bump vulnerability-scan web-fetch web-search webhook weekly workflow workflow-dispatch workflow-run workflow-status workflow_call workflow_dispatch workflow_run workflows workspace write-all yaml zizmor

Fix Speech-to-Text Errors

When fixing dictated text, correct these common misrecognitions:

GitHub and Git Terms

"get hub" → github
"git lab" → gitlab
"get actions" → github-actions
"pull request" → pull-request (when used as compound modifier)
"issue ops" → issueops
"label ops" → labelops
"chat ops" → chatops
"multi repo ops" → multirepoops
"project ops" → projectops
"data ops" → data-ops
"dispatch ops" → dispatch-ops
"daily ops" → daily-ops

Workflow Configuration

"front matter" → frontmatter
"safe outputs" → safe-outputs (in configuration context)
"safe inputs" → safe-inputs (in configuration context)
"lock file" → .lock.yml or lockfile (depending on context)
"tool sets" → toolsets
"M.C.P." or "M C P" → MCP
"repo memory" → repo-memory (in configuration context)
"cache memory" → cache-memory (in configuration context)
"work flow" → workflow
"timeout minutes" → timeout-minutes
"runs on" → runs-on
"min integrity" → min-integrity (in configuration context)
"mcp gateway" → mcp-gateway
"mcp scripts" → mcp-scripts
"staged mode" → staged-mode
"token weights" → token-weights
"effective tokens" → effective-tokens

AI Engines

"co-pilot" → @copilot
"code x" → codex
"cloud" → claude (when referring to the AI engine)
"gem ini" → gemini (when referring to the AI engine)
"serena" → serena (code intelligence MCP server)

Commands and Operations

"G.H. A.W." → gh-aw or gh aw (depending on context)
"re-compile" → recompile
"work flow dispatch" → workflow_dispatch
"action lint" → actionlint
"ziz more" → zizmor
"poo teen" → poutine
"queue M.D." → qmd

File Formats and Extensions

"dot M.D." → .md
"dot Y.A.M.L." or "dot Y M L" → .yaml or .yml
"dot lock dot Y M L" → .lock.yml
"jason" → JSON (when referring to format)
"wasm" → WebAssembly or wasm (depending on context)

Technical Patterns

"A.P.I." → API
"U.R.L." → URL
"H.T.T.P." → HTTP
"H.T.T.P.S." → HTTPS
"S.H.A." → SHA
"C.I." → CI
"G.H." → GH (when referring to GitHub CLI)
"Y.A.M.L." → YAML
"O.I.D.C." → OIDC
"S.A.R.I.F." → SARIF

Hyphenation Rules

Use hyphens for compound modifiers:

"safe outputs" → safe-outputs
"safe inputs" → safe-inputs
"cache memory" → cache-memory
"timeout minutes" → timeout-minutes
"cross repository" → cross-repository
"pull request" → pull-request (when used as adjective)
"mcp gateway" → mcp-gateway
"mcp scripts" → mcp-scripts
"token weights" → token-weights

Environment Variables

Capitalize fully: GITHUB_TOKEN, GH_TOKEN, COPILOT_GITHUB_TOKEN, GH_AW_GITHUB_TOKEN, ANTHROPIC_API_KEY, OPENAI_API_KEY, GEMINI_API_KEY, CLAUDE_CODE_OAUTH_TOKEN, CODEX_API_KEY

Common Ambiguities

"their/there/they're" → use context to determine correct spelling
"its/it's" → its (possessive), it's (it is)
"your/you're" → your (possessive), you're (you are)

Clean Up and Improve Text

Remove filler words and improve clarity:

Remove These Filler Words

humm, um, uh, uhh, umm
you know, like, basically, actually, literally
kind of, sort of, I mean, I think
right?, okay?, so yeah, well

Improve Clarity

Remove redundant phrases:
- "in order to" → "to"
- "at this point in time" → "now"
- "due to the fact that" → "because"
- "in the event that" → "if"
Make text more concise:
- Remove unnecessary qualifiers (very, really, quite)
- Use active voice instead of passive voice
- Replace wordy phrases with simpler alternatives
Maintain technical accuracy:
- Keep all technical terms from the glossary
- Preserve code examples and commands exactly
- Don't simplify technical concepts

Guidelines

You do not have enough background information to plan or provide code examples.

do NOT generate code examples
do NOT plan steps
focus on fixing speech-to-text errors and improving text quality
remove filler words (humm, you know, um, uh, like, basically, actually, etc.)
improve clarity and make text more professional
maintain the user's intended meaning

Dictation Instructions

Dictation Instructions

Technical Context

Project Glossary