opendfm/xcientist/bounded-tool-use
Claude Code and agent skill by opendfm/xcientist
Trust tier 3
- community
Source check pending
Checking that the SKILL.md file is still in the repository.
Context-efficient file and terminal usage for experiment agents
Install
npx vskill@latest install opendfm/xcientist/bounded-tool-useSKILL.md
Bounded Tool Use
Mission
Keep tool observations small and high-signal so planning and reporting decisions do not waste context on whole-file or whole-log dumps.
File Protocol
- Prefer
read_jsonfor machine-readable artifacts such as reviewer reports, planner reports, and status files. - Prefer
searchbeforeviewwhen you only need a finding, metric, path, or key phrase. - Use
viewonly with a narrow purpose. If you do not know the exact lines yet, search first, then read the smallest useful window. - Treat directory inspection as bounded discovery only. Do not repeatedly rescan whole trees once key artifacts are known.
- Never request a whole file when a field, match, or line window is sufficient.
Terminal Protocol
- Prefer targeted commands such as
rg,head,tail,jq, focused test commands, and explicit file paths. - Avoid broad
cat, recursive dumps, or commands that print entire logs when a filtered command would do. - When a command produces long output, rely on the saved raw output path and follow up with targeted file inspection instead of rerunning a broad command.
Decision Rules
- Use
thinkbefore multi-step edits, after reviewer failures, and after surprising tool output when you need to compare hypotheses or repair strategies. - Use
thinkto summarize the current state before you choose the next command, task delegation, or retry. - For master and reporting work: machine-readable status files come first, raw evidence second.
- For planning work: validated handoff artifacts and reviewer JSON define the canonical execution surface.
- For execution work: keep raw outputs on disk, and put only the smallest necessary evidence excerpt into reports.
Security
- Security scanPassed, 90 of 100Pattern checks on the skill's files.
- Model reviewPassed
Quality evaluation
- Task evaluationNot runNo evaluation yet. Run one in Skill Studio.
Source
- SKILL.md in the repositoryCheckingsrc/agents/experiment_agent/skills/bounded-tool-use/SKILL.md
Popularity
- 7-day trend score
- 5
Not refreshed yet.
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