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Per-community skills & agent usage

Usage with Claude Code

After gortex install (once per machine) and gortex init (once per repo), Claude Code automatically starts Gortex via .mcp.json. The agent gets:

  • Slash commands (19): installed to ~/.claude/commands/ by gortex install. Three groups:
    • Discovery & analysis (8)/gortex-guide, /gortex-explore, /gortex-debug, /gortex-impact, /gortex-dataflow-trace, /gortex-cross-repo-usage, /gortex-co-change, /gortex-onboarding
    • Refactor & edit (enforce tool-call order) (6)/gortex-refactor, /gortex-safe-edit, /gortex-rename, /gortex-extract-function, /gortex-fix-all, /gortex-add-test. These wrap the speculative-execution (preview_edit / simulate_chain) and LSP code-actions (get_code_actions / apply_code_action / fix_all_in_file) paths so the agent does not bypass the safety steps by calling Edit / Write directly.
    • Review & operate (graph-grounded playbooks) (5)/gortex-pr-review, /gortex-architecture-review, /gortex-quality-audit, /gortex-incident-investigation, /gortex-episode-replay. These wrap the discovery + impact + memory surfaces into ordered playbooks so postmortems, audits, and PR reviews are graph-grounded.
  • Tool-usage skills: the same 19 are installed as model-invoked skills to ~/.claude/skills/ by gortex install — one copy per user, used across every repo
  • Sub-agents (2): installed to ~/.claude/agents/ by gortex install. Claude Code auto-routes matching prompts to them; each runs in a fresh context window and returns a single summary, keeping the parent's context clean. Tool allowlists are pinned to gortex graph tools only — Bash / Grep / Glob are unavailable to the sub-agent by construction.
    • gortex-search — locate code, trace call paths, explore architecture
    • gortex-impact — assess blast radius before editing (verify_change, simulate_chain, check_guards, get_test_targets)
  • PreToolUse hook: automatic graph context + graph-tool suggestions on Read/Grep/Glob. The posture is selectable via gortex install --hook-modedeny (default), enrich, consult-unlock (deny fallback reads only until the graph has been queried once this session), or nudge (a rate-limited soft reminder instead of a hard deny). Gortex's own MCP tools are auto-approved under the host's permissive permission modes
  • PreCompact hook: condensed orientation snapshot injected before context compaction so the agent resumes without re-exploring
  • Stop hook: post-task diagnostics — tests to run, guard violations, dead code, and contract issues on the changed symbols — injected as context before the agent hands off
  • CLAUDE.md: per-repo codebase overview (via --analyze) plus a marker-guarded community routing block written by gortex init --skills

The gortex-cli skill — a zero-schema consumption path

Alongside the MCP transport, gortex install writes a single user-level skill to ~/.claude/skills/gortex-cli/SKILL.md that drives the same Gortex workflow entirely through gortex shell verbs — with no MCP server mounted and no tool schemas loaded into the model's context. It is a first-class consumption pattern, not a fallback:

  • One copy per user. Like the other model-invoked skills it lives once at ~/.claude/skills/, used across every repo.
  • No transport, no baseline tax. Because nothing is published over MCP on this path, the agent pays zero context for tool schemas until it actually runs a verb. gortex tools receipt is the auditable record of that — it reports registered_tool_schemas: 0.
  • The full workflow in shell. The skill routes the agent through gortex verbs that map 1:1 onto the MCP tools: gortex call <tool> (any tool by name), gortex tools search / tools list (discovery), gortex edit context|verify|plan|preview|simulate|batch|apply|symbol|rename|guards|tests|contract|safe-delete (the edit-safety surface), gortex memory surface|store|recall|note|notes|distill (session + durable memory), and gortex analyze / flow / taint / clones / feedback. The verb reference lives in cli.md.
  • Same handlers, same daemon. Each verb is a thin shell over one MCP tool on the daemon that owns the repo; the daemon dispatches the call by name, so the CLI reaches the full surface (including tools that are otherwise deferred behind tools_search) even under the lean core preset.

The trade-off versus an MCP install — push notifications and per-session overlay shadow graphs in exchange for a zero-schema baseline — is laid out in cli.md. The edit-safety and memory workflows are identical on both paths.

Usage with other agents

gortex install (user-level) and gortex init (repo-level) together auto-detect and configure 14 other AI coding assistants — Kiro, Cursor, VS Code / Copilot, Windsurf, Continue.dev, Cline, OpenCode, Antigravity, Codex CLI, Gemini CLI, Zed, Aider, Kilo Code, OpenClaw. Each adapter writes only when its host is present on the machine, and every re-run is idempotent.

Tool-usage guidance for agents that have a user-level surface (Claude Code, Antigravity) lives once per user; for the rest, MCP tool descriptions carry the teaching and gortex init adds only a per-repo community-routing block — no more duplicated instructions blocks in every repo.

  • Adapter matrix + per-agent schema notes: agents.md
  • Audit what's currently configured: gortex init doctor (zero-op; --json for CI consumers)
  • Constrain setup: gortex init --agents=claude-code,cursor or --agents-skip=antigravity (same flags accepted by gortex install)
  • CI / scripted install: gortex install --yes --json then gortex init --yes --json --dry-run

Per-community skills

gortex init --skills (default on) analyzes your codebase, detects functional communities via Louvain clustering, and generates targeted SKILL.md files that Claude Code auto-discovers:

# Runs as part of `gortex init` by default — community generation is folded in
gortex init

# Tune or disable:
gortex init --skills-min-size 5 --skills-max 10
gortex init --no-skills

Each generated skill includes:

  • Community metadata — size, file count, cohesion score
  • Key files table — files and their symbols
  • Entry points — main functions, handlers, controllers detected via process analysis
  • Cross-community connections — which other areas this community interacts with
  • MCP tool invocations — pre-written get_communities, smart_context, find_usages calls

For Claude Code, skills are written to .claude/skills/generated/<DirName>/SKILL.md, and a routing table is inserted into CLAUDE.md between <!-- gortex:communities:start/end --> markers. Every other detected agent gets the same routing table inside its per-repo instructions surface (AGENTS.md for Codex/OpenCode, .windsurfrules for Windsurf, GEMINI.md for Gemini CLI, .cursor/rules/gortex-communities.mdc for Cursor, etc.) — so the routing is consistent across tools on the same repo.