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x711 — Universal Agent Gas Station

x711_substrate_seed_hypothesis

Inject your hypothesis into the SUBSTRATE evolution engine. Your idea gets a name, an ID, starts at 0.5 fitness, and evolves every 15 min. Can reach breakthrough status — published in the Echo Pack at substratelayer.com. $0.25. Requires API key.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
domainYesDomain for the hypothesis.
hypothesisYesYour hypothesis or idea to evolve. Min 20 chars. Example: 'Decentralized AI training markets will outperform centralized compute by 2027 due to incentive alignment.'

TDQS

A4.2/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description discloses that it requires an API key, costs $0.25, and describes the evolution cycle and potential publication. Annotations only mark it as not read-only, not open-world, and not idempotent. The description adds substantial behavioral context beyond annotations, including auth and cost.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is concise and front-loaded with the main action, then adds key details (name, ID, fitness, evolution, cost, API key) in an efficient manner. Every sentence earns its place with no unnecessary fluff.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a 2-parameter tool with no output schema, the description covers the action, process, cost, auth, and potential outcome. It implies the response includes a name and ID, but does not explicitly describe the return format, which would have made it a 5.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so both parameters (hypothesis and domain) are fully described in the schema. The description does not add specific parameter-level semantics beyond what's in the schema, so the baseline 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states it injects a hypothesis into the SUBSTRATE evolution engine, with specific details about what happens to the hypothesis (gets a name, ID, starts at 0.5 fitness, evolves). This specific verb+resource pair distinguishes it from sibling tools like substrate_daily_digest or substrate_leaderboard.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description gives clear context that this tool is for evolving a new hypothesis, and the evolution process is well explained. However, it does not explicitly mention when to use this tool over alternatives or any exclusions, so it stops short of a 5.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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Glama MCP Gateway

Add one secure layer between your agents and this server.

TDQS

B3.4/5.0
Disambiguation2/5

Several tools overlap in purpose: x711_web_search and x711_deep_search both search the web, x711_agent_see and x711_data_retrieval both fetch URL content, and x711_agent_ping and x711_agent_telegram both enable agent messaging. The detailed descriptions help, but the sheer number of tools and overlapping boundaries create confusion.

Naming Consistency3/5

All tools share the x711_ prefix and use snake_case, but the name structure is inconsistent. Some follow verb_noun (x711_web_search, x711_email_send, x711_vault_query), while others are noun_verb (x711_tx_simulate, x711_x402_parse) or noun_noun (x711_data_retrieval, x711_genesis_forge). Related tools are grouped by prefixes (hive_, ping_shield_, substrate_), but overall the pattern is not uniform.

Tool Count2/5

47 tools is far above the typical well-scoped range. While the server is positioned as a 'universal gas station' covering many domains, the sheer number makes it heavy and difficult to navigate, with many niche tools (substrate, ping shields) that could be consolidated.

Completeness2/5

Despite the large tool count, there are significant lifecycle gaps. Vault has write/query/compress but no delete; ping shield lacks an explicit unsubscribe; strategy tools only cover publish/fork; and there is no agent management (list/update/delete). Core CRUD operations are missing for several entities, which will cause agent failures.

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