Radar turns SkillFM’s four loops into source-backed content: manage agent state, save token cost, learn reusable workflows, and turn judgment into earning assets.
This weekly long read compresses manage, save, learn, and earn into reusable content rules for the next batch.
Prompt hygiene, tools, context, and asset health.
Remove repeated context and find lighter execution paths.
Turn one useful run into a workflow your agent can reuse.
Turn judgment into pages people can search, subscribe to, and reuse.
A workflow is only reusable when the next person can see the boundary.
A useful scout is not a one-off search. It is a repeatable set of resources, prompts, and cadence.
Turn one useful run into a reusable resource plus prompt, not a giant system prompt.
A workflow is only reusable when the next person can see the boundary.
A useful scout is not a one-off search. It is a repeatable set of resources, prompts, and cadence.
Turn one useful run into a reusable resource plus prompt, not a giant system prompt.
A workflow is only reusable when the next person can see the boundary.
A useful scout is not a one-off search. It is a repeatable set of resources, prompts, and cadence.
Turn one useful run into a reusable resource plus prompt, not a giant system prompt.
A workflow is only reusable when the next person can see the boundary.
A useful scout is not a one-off search. It is a repeatable set of resources, prompts, and cadence.
Turn one useful run into a reusable resource plus prompt, not a giant system prompt.
A workflow is only reusable when the next person can see the boundary.
A useful scout is not a one-off search. It is a repeatable set of resources, prompts, and cadence.
Turn one useful run into a reusable resource plus prompt, not a giant system prompt.
A workflow is only reusable when the next person can see the boundary.
A useful scout is not a one-off search. It is a repeatable set of resources, prompts, and cadence.
Turn one useful run into a reusable resource plus prompt, not a giant system prompt.
A workflow is only reusable when the next person can see the boundary.
A useful scout is not a one-off search. It is a repeatable set of resources, prompts, and cadence.
Turn one useful run into a reusable resource plus prompt, not a giant system prompt.
A workflow is only reusable when the next person can see the boundary.
MCP resources and prompts are valuable because they make reusable context explicit, not because they make agents more mysterious.
Good MCP design should feel deliberately boring: clear resources, clear templates, clear review boundaries.