Critical gaps across all dimensions. 41 tools with minimal schema visibility, most lack explicit input/output documentation in source. Descriptions range from trivial (5-10 chars: 'Search Jira issues') to moderately detailed (container_shell: 120 chars). No parameter descriptions visible for 35+ tools. No output schemas documented. Error handling absent. Security-critical tools (git_push, browser_evaluate, google_docs_update) lack confirmation/dry-run patterns. Tool composition is poor: browser_* tools duplicate functionality; mem_* and workspace_* are underspecified. Naming is inconsistent: 'container_*' prefix for local tools, but no clear verb-noun pattern for many (e.g., 'mem_search' vs 'search_memory'). This is a reference architecture that prioritizes security policy over tool usability.

• Add explicit input schemas (JSON Schema with type, description, enum, minLength, maxLength) to all 35 tools currently lacking them. Reference container_shell and container_git as templates.
• Expand tool descriptions to 50-200 chars following pattern:tool-description. Include WHAT it does, WHEN to use it, and any prerequisites. E.g., 'Search Jira issues by JQL query. Use this to find tickets matching criteria before creating or updating. Returns issue key, summary, status, assignee.'
• Add parameter descriptions to all inputs. E.g., 'command: Git sub-command (log, status, diff, add, commit, stash, tag, checkout, restore). Read tier allows log/status/diff/show/blame/branch/remote/rev-parse. Write tier adds init/add/commit/stash/tag/checkout/restore. Push is blocked, use git_push tool instead.'
• Document output schemas for all tools. Specify returned fields, types, and pagination (if applicable). E.g., search_jira should return [{issue_key, summary, status, assignee, created, updated}, ...] with total_count and next_cursor.
• Implement confirmation/dry-run for irreversible tools (git_push, google_docs_update, browser_evaluate, create_jira_issue, update_jira_issue). Add a 'dry_run' boolean parameter or require explicit 'confirm=true' to proceed. Return a preview of changes before execution.