Individual skill

tool-design-output

Design or audit what an agent tool returns: shape and trim payloads, paginate, report partial success, reference files and media, and add next-step hints. Use when tool output bloats the context window.

plugins/runtypelabs/skills/skills/tool-design-output/SKILL.md

Read pinned source

Source commit d780783eba4ecc7c8b9429f95c9362df95f07c61

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
Yes
Repository scan complete
No
Skill scan complete
No
Observed behavior
Network or broad shell
Last checked
Nov 4, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings)
1,533
Repository last updated
Nov 6, 2026
License
Apache-2.0

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files
Read excerpt

# Tool Output Design

Every byte a tool returns costs context tokens and becomes part of the model's next input.
Design the result as that input.

## Procedure

1. **List what the agent needs to decide its next step.** Only those fields are
   essential. Everything else is optional detail or a follow-up call.
2. **Define a flat, named shape** for the result and keep it identical across calls.
3. **Decide the size policy**: default summary, expansion flags, cursor pagination,
   truncation limits, and references for blobs.
4. **Add navigation**: `hasMore` and cursor, GUI URLs, and a next-action hint.
5. **Handle mixed outcomes** with per-item status for anything that touches more than