Context Mode: Default for All Large Output

MANDATORY RULE

<context_mode_logic> <mandatory_rule> Default to context-mode for ALL commands. Only use Bash for guaranteed-small-output operations. </mandatory_rule> </context_mode_logic>

Bash whitelist (safe to run directly):

• File mutations: mkdir, mv, cp, rm, touch, chmod
• Git writes: git add, git commit, git push, git checkout, git branch, git merge
• Navigation: cd, pwd, which
• Process control: kill, pkill
• Package management: npm install, npm publish, pip install
• Simple output: echo, printf

Everything else → ctx_execute or ctx_execute_file. Any command that reads, queries, fetches, lists, logs, tests, builds, diffs, inspects, or calls an external service. This includes ALL CLIs (gh, aws, kubectl, docker, terraform, wrangler, fly, heroku, gcloud, etc.) — there are thousands and we cannot list them all.