Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/allgpt-co/quickvoice/continuation-formatnpx skills add allgpt-co/QuickVoice --skill continuation-formatgit clone --depth 1 https://github.com/allgpt-co/QuickVoiceWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/allgpt-co/quickvoice/continuation-format)<a href="https://agentmods.dev/skills/allgpt-co/quickvoice/continuation-format"><img src="https://agentmods.dev/badge/skills/allgpt-co/quickvoice/continuation-format.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00016 | $0.00162 |
| Opus 5 | $0.00008 | $0.00081 |
| Sonnet 5 | $0.00003 | $0.00032 |
| Haiku 4.5 | $0.00002 | $0.00016 |
Grade A, and why
gsd:reference:continuation-format scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
GSD Continuation Format Reference
Guide for continuing GSD sessions.
Session Continuation
When continuing a session:
- Load previous state
- Review checkpoint
- Restore context
- Continue work
State Preservation
Key state to preserve:
- Current phase status
- Task progress
- Open questions
- Recent changes
Best Practices
- Document before pausing
- Save state properly
- Review before resuming
- Confirm context restored
Success Criteria
Session continues seamlessly from saved state.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 4d ago First seen · 39 lines · 16 tokens per session scan A 3420db80e4a6
gsd:reference:continuation-format is a skill published in the GitHub repository allgpt-co/QuickVoice (491 stars, last pushed 23d ago), licensed MIT. It adds 16 tokens to every session and 162 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
lumina-frontend-ui
Build, refine, and debug the React/Vite frontend for Lumina. Use when editing files under client/src or client/package.json, changing chat UX, landing page content, auth flows, routing, theme behavior, markdown rendering, animations, responsive layout, or frontend API wiring.
lumina-agentic-mcp
Work on the Python multi-agent pipeline and MCP client in agenticai. Use when editing files under agenticai/, changing agent orchestration, configuration loading, MCP client connectivity, async execution flow, pipeline startup commands, or cloud deployment wrappers for the Python service.
lumina-backend-api
Implement and debug the Express and TypeScript backend for Lumina. Use when editing files under server/src or server/package.json, changing authentication, conversations, guest flows, chat routes, models, middleware, API contracts, or Gemini and Pinecone service wiring outside the dedicated knowledge-ingestion…
lumina-mcp-server
Develop and maintain the standalone Lumina MCP server. Use when editing files under mcpserver/, adding or modifying tools, resources, prompts, middleware, configuration, or transport behavior for the Model Context Protocol server.
lumina-rag-knowledge
Manage Lumina's retrieval-augmented generation and knowledge ingestion workflow. Use when editing server/src/services/knowledgeBase.ts, server/src/services/pineconeClient.ts, server/src/scripts/knowledgeCli.ts, server/src/models/KnowledgeSource.ts, files under server/knowledge, manifest-based sync inputs, or debugging…
lumina-infra-deploy
Work on Lumina deployment and infrastructure assets. Use when editing terraform/, aws/, docker-compose.yml, DEPLOYMENT.md, ADVANCEDDEPLOYMENTS.md, agenticai/deployments/, or other files related to Docker, Terraform, AWS or Azure rollout behavior, environment wiring, and release automation.