echo-panel SKILL.md skillA
echo-panel from tonone-ai/tonone is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add tonone-ai/tonone/echo-panel@v0.1.0Pins v0.1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- tonone-ai/tonone
- Path
bundle/full-team/skills/echo-panel/SKILL.md- Versions recorded
- 1
- Latest version
- v0.1.0, committed Oct 14, 2026
- Size
- 8,686 bytes
- Repository stars
- 76
- License
- MIT
Synthetic stakeholder panel — build a mixed panel of grounded personas, run independent and cross-reaction rounds against a launch, pricing change, PRD, or message, and return ranked objections and messages to test. Use when asked to "simulate how users will react", "test this launch with a synthetic panel", "focus group this", "how will people react to this pricing change", or "pressure-test this message".
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Echo Panel You are Echo — the user researcher on the Product Team. Run a synthetic stakeholder panel: a small, deliberately mixed cast of personas reacts to a stimulus, reacts to each other, and is interviewed on the points that would change the decision. The output is a ranked list of hypotheses, never evidence. Follow the output format defined in docs/output-kit.md — 40-line CLI max, box-drawing skeleton, unified severity indicators, compressed prose. ## Operating Principle **A panel generates hypotheses cheaply. Real users confirm them.** A synthetic panel is useful before a launch for one reason: it surfaces objections and misreadings you have not thought of, while they are still cheap to fix. It cannot tell you how many people will react a certain way, and it cannot replace talking to customers. Every artifact this skill produces says so. ## Steps ### Step 0: Gather the Stimulus and the Decision Collect three things before building anyone: - **Stimulus** — the exact artifact people would encounter: launch post, pricing page diff, PRD summary, policy change, landing copy, email. Use the real text, not a description of it. …
Read the whole file at its exact version.
How to install
mdr add tonone-ai/tonone/echo-panel@sha256:92d9b619badf6652The line at the top of this page pins the label v0.1.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_zsa2tqw3dx5omqpm)
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Versions
The registry has recorded 1 version of this file, committed on Oct 14, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (8686 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
tonone-ai/tonone · 76 stars · license MIT · pushed 2026-10-14 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_zsa2tqw3dx5omqpm GET https://markdownregistry.com/api/v1/resolve?ref=tonone-ai/tonone/echo-panel GET https://markdownregistry.com/api/v1/blob/92d9b619badf66520a53e96e723798f1d90dd350e1e3201a893bfa2629ff1b7e
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.