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 skills add speakai/speakai-mcp --skill surveys-and-recordersgit clone --depth 1 https://github.com/speakai/speakai-mcpWrote 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/speakai/speakai-mcp/surveys-and-recorders)<a href="https://agentmods.dev/skills/speakai/speakai-mcp/surveys-and-recorders"><img src="https://agentmods.dev/badge/skills/speakai/speakai-mcp/surveys-and-recorders/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/speakai/speakai-mcp/surveys-and-recorders"><img src="https://agentmods.dev/badge/skills/speakai/speakai-mcp/surveys-and-recorders.svg" alt="Reviewed on agentmods" width="80" 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 5.1 | $0.00154 | $0.01654 |
| Opus 5.5 | $0.00062 | $0.00662 |
| Sonnet 5.5 | $0.00031 | $0.00331 |
| Haiku 4.5 | $0.00015 | $0.00165 |
Grade A, and why
surveys-and-recorders 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 8d 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.
The source is not reproduced here
No licence file
A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 8d ago Changed 5534696e6b4e
- 10d ago Changed · +1 lines · -1 tokens per session 5261506cca18
- 11d ago Changed fea8ff13079f
- 19d ago Changed d956943d5515
- 24d ago Changed 22026a683f91
- 25d ago Changed 838a03336792
- 27d ago Changed b0e718dfcd52
- 29d ago Changed ccb387522cee
- 1mo ago Changed 1915f347b1ed
- 1mo ago First seen · 141 lines · 155 tokens per session scan A 30b60558732a
surveys-and-recorders is a skill published in the GitHub repository speakai/speakai-mcp (0 stars, last pushed 6d ago), with no licence file. It adds 154 tokens to every session and 1,654 once invoked, about $0.0006 per session on Opus 5.5. 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 2026-08-31.
surveys-and-recorders compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| surveys-and-recordersspeakai/speakai-mcp | Skill | 0 | 6d ago | none | A | 154 | Codex |
| imagegenopenai/codex | Skill | 134k | today | Apache-2.0 | A | 113 | Codex |
| local-ai-agentsmicrosoft/ai-agents-for-beginners | Skill | 79k | 2d ago | MIT | A | 200 | Claude Code, Codex |
| playwright-climicrosoft/playwright | Skill | 100k | yesterday | Apache-2.0 | A | 19 | Claude Code |
| browser-automationopenclaw/openclaw | Skill | 394k | today | MIT | A | 36 | Claude Code |
| systematic-debuggingobra/superpowers | Skill | 315k | 5d ago | MIT | A | 21 | Claude Code |
| next-cache-components-adoptionvercel/next.js | Skill | 143k | today | MIT | A | 95 | Claude Code |