"""Coding-context awareness: the single place that decides "are we coding?". In a code workspace on an interactive surface Hermes adopts a **coding posture**: a frozen :class:`RuntimeMode` built from a :class:`ContextProfile` (pure data). The system prompt reads ``system_prompt_parts()``; the toolset collapses ONLY under opt-in ``focus`` (never strips a user-enabled toolset). ``agent.coding_context``: ``auto`` (default, prompt-only) / ``focus`` / ``on`` / ``off``. Resolved once, immutable; the workspace snapshot is probed once per session and replayed through ``system_prompt_parts(workspace_block=...)`` on every later build (cache safety). """ from __future__ import annotations import json import logging import os import re import tempfile from dataclasses import dataclass from pathlib import Path from typing import Any, Optional from hermes_cli._subprocess_compat import bounded_git_probe logger = logging.getLogger("hermes.coding_context") CODING_TOOLSET = "coding" # Surfaces where ``auto`` may adopt the posture; messaging platforms are deliberately absent. INTERACTIVE_CODING_PLATFORMS = {"cli", "tui", "acp", "desktop", ""} # Project-root signals (cheap filename checks) marking a code workspace even without git. _PROJECT_MARKERS = ( "pyproject.toml", "setup.py", "setup.cfg", "requirements.txt", "package.json", "tsconfig.json", "deno.json", "Cargo.toml", "go.mod", "pom.xml", "build.gradle", "build.gradle.kts", "Gemfile", "composer.json", "mix.exs", "pubspec.yaml", "CMakeLists.txt", "Makefile", "Dockerfile", "AGENTS.md", "CLAUDE.md", ".cursorrules", ) # Agent-instruction files surfaced separately from manifests in the snapshot. _CONTEXT_FILES = ("AGENTS.md", "CLAUDE.md", ".cursorrules") # Extensions that make a manifest-less git repo a *code* workspace (a `git init` notes folder is not). _CODE_EXTENSIONS = frozenset({ ".py", ".pyi", ".ipynb", ".js", ".jsx", ".ts", ".tsx", ".mjs", ".cjs", ".go", ".rs", ".java", ".kt", ".kts", ".scala", ".rb", ".php", ".c", ".h", ".cc", ".cpp", ".hpp", ".cs", ".swift", ".m", ".mm", ".dart", ".ex", ".exs", ".lua", ".sh", ".bash", ".zsh", ".sql", ".vue", ".svelte", ".r", ".jl", ".hs", ".clj", ".erl", ".pl", }) _CODE_SCAN_SKIP_DIRS = frozenset({ ".git", "node_modules", "venv", ".venv", "__pycache__", "dist", "build", "target", ".next", ".turbo", "vendor", }) # Bounded sweep: a code workspace reveals itself in the first handful of entries. _CODE_SCAN_MAX_ENTRIES = 500 # Lockfile → package manager, checked in priority order. _PY_LOCKFILES = (("uv.lock", "uv"), ("poetry.lock", "poetry"), ("Pipfile.lock", "pipenv")) _JS_LOCKFILES = ( ("pnpm-lock.yaml", "pnpm"), ("bun.lockb", "bun"), ("bun.lock", "bun"), ("yarn.lock", "yarn"), ("package-lock.json", "npm"), ) # package.json scripts / Makefile targets worth surfacing as verify commands. _VERIFY_TARGETS = ("test", "tests", "lint", "typecheck", "check", "build", "fmt", "format") _MAX_VERIFY_COMMANDS = 8 _MAX_FACT_FILE_BYTES = 256 * 1024 _GIT_TIMEOUT = 2.5 # Per-model edit-format steering toward the `patch` mode each family was trained on (unknown # families get nothing). GPT/Codex get V4A for ALL edits incl. single-file: codex-rs ships # apply_patch as its ONLY editor. Anthropic and most open-weight coders were RL'd on str_replace # editors. Substrings match the model id; aligned with TOOL_USE_ENFORCEMENT_MODELS. _EDIT_FORMAT_GUIDANCE: dict[str, tuple[tuple[str, ...], str]] = { "patch": ( ("gpt", "codex"), "- Edit format: author new files with `write_file`; for edits to " "existing code use `patch` with `mode='patch'` (V4A diff) — including " "single-file edits. It's the edit format you handle most reliably.", ), "replace": ( ("claude", "sonnet", "opus", "haiku", "gemini", "gemma", "deepseek", "qwen", "kimi", "glm", "grok", "hermes", "llama", "mistral", "devstral", "minimax"), "- Edit format: author new files with `write_file`; for edits to " "existing code prefer `patch` in `mode='replace'` — match a unique " "snippet and swap it. Reach for `mode='patch'` (V4A) only when an edit " "genuinely spans several files at once.", ), } # Operating brief. Tool names referenced here are in the coding toolset and _HERMES_CORE_TOOLS. CODING_AGENT_GUIDANCE = ( "You are a coding agent pairing with the user inside their codebase. " "Operate like a careful senior engineer.\n" "\n" "Gather context first:\n" "- Read the relevant files with `read_file` and locate code with " "`search_files` before changing anything. Trace a symbol to its definition " "and usages rather than guessing its shape.\n" "- Batch independent lookups: when several reads/searches don't depend on " "each other, issue them together in one turn instead of one at a time.\n" "- Never invent files, symbols, APIs, or imports. If you haven't seen it in " "the repo, go look. Don't assume a library is available — check the project " "manifest (pyproject.toml / package.json / Cargo.toml / go.mod) and how " "neighbouring files import it.\n" "\n" "Make changes through the tools, not the chat:\n" "- Edit with `patch`/`write_file`. Do NOT print code blocks to the user as " "a substitute for editing — apply the change, then summarise it. Only show " "code when the user explicitly asks to see it.\n" "- Match the project's existing style and conventions; AGENTS.md / " "CLAUDE.md / .cursorrules already in context win over your defaults. Touch " "only what the task needs — no drive-by refactors, renames, or reformatting " "— and add any imports/dependencies your code requires.\n" "- If an edit fails to apply, re-read the file to get the current exact " "contents before retrying — don't repeat a stale patch. If the same region " "fails twice, rewrite the enclosing function or file with `write_file` " "instead of attempting a third patch.\n" "\n" "Verify, and know when to stop:\n" "- Use `terminal` for git, builds, tests, and inspection. Run the relevant " "tests/linter/build and confirm they pass before claiming the work is done.\n" "- Terminal state persists across calls: current directory and exported " "environment variables carry forward. Activate a virtualenv or export setup " "vars once, then reuse that state instead of re-sourcing it before every " "test command.\n" "- Fix root causes, not symptoms: when you find a bug, check sibling call " "paths for the same flaw and fix the class, not just the reported site.\n" "- When fixing linter/type errors on a file, stop after about three " "attempts on the same file and ask the user rather than looping.\n" "- Track multi-step work with `todo_list`. Reference code as `path:line` instead " "of pasting whole files.\n" "\n" "Respect the user's repo: don't commit, push, or rewrite history unless " "asked, and never read, print, or commit secrets — leave `.env` and " "credential files alone unless the user explicitly asks. The Workspace " "block below is a snapshot from session start — re-run `git status`/" "`git branch` before relying on it. Be concise: lead with the change or " "answer, not a preamble." ) _TODO_SENTENCE = ( "- Track multi-step work with `todo_list`. Reference code as " "`path:line` instead of pasting whole files." ) _NO_TODO_SENTENCE = "- Reference code as `path:line` instead of pasting whole files." # Clearly non-coding skill categories (deny-list; coding-adjacent and custom ones keep full entries). _NON_CODING_SKILL_CATEGORIES = ( "apple", "communication", "cooking", "creative", "email", "finance", "gaming", "gifs", "health", "media", "music", "note-taking", "productivity", "shopping", "smart-home", "social-media", "travel", "yuanbao", ) _MODE_ALIASES = { **dict.fromkeys(("focus", "strict", "lean"), "focus"), **dict.fromkeys(("on", "true", "yes", "1", "always"), "on"), **dict.fromkeys(("off", "false", "no", "0", "never"), "off"), } @dataclass(frozen=True) class ContextProfile: """A named operating posture (pure data). ``toolset``: collapse target under ``focus`` (``None`` keeps the platform default). ``compact_skill_categories``: DEMOTED to names-only under ``focus`` — deny-list, never hidden, so recall keeps working.""" name: str toolset: Optional[str] = None guidance: str = "" model_hint: Optional[str] = None compact_skill_categories: tuple[str, ...] = () GENERAL_PROFILE = ContextProfile(name="general") CODING_PROFILE = ContextProfile( name="coding", toolset=CODING_TOOLSET, guidance=CODING_AGENT_GUIDANCE, model_hint="coding", compact_skill_categories=_NON_CODING_SKILL_CATEGORIES, ) # ── Detection helpers ─────────────────────────────────────────────────────── def _model_family(model: Optional[str]) -> Optional[str]: """Edit-format family key for a model id, or ``None`` (neutral wording applies).""" lowered = (model or "").lower() for family, (needles, _line) in _EDIT_FORMAT_GUIDANCE.items(): if lowered and any(n in lowered for n in needles): return family return None def _agent_config_value(config: Optional[dict[str, Any]], key: str, default: Any, *, readonly: bool) -> Any: """``config["agent"][key]``, loading config when none was passed.""" if config is None: try: from hermes_cli.config import load_config, load_config_readonly config = load_config_readonly() if readonly else load_config() except Exception: config = {} return ((config or {}).get("agent", {}) or {}).get(key, default) def _coding_mode(config: Optional[dict[str, Any]]) -> str: """Normalized ``agent.coding_context`` mode (auto/focus/on/off).""" raw = _agent_config_value(config, "coding_context", "auto", readonly=True) return _MODE_ALIASES.get(str(raw).strip().lower(), "auto") def _resolve_cwd(cwd: Optional[str | Path]) -> Path: if cwd: return Path(cwd).expanduser() try: from agent.runtime_cwd import resolve_agent_cwd return resolve_agent_cwd() except Exception: return Path(os.getcwd()) def _git_root(cwd: Path) -> Optional[Path]: current = cwd.resolve() return next((p for p in (current, *current.parents) if (p / ".git").exists()), None) def _home() -> Optional[Path]: try: return Path.home().resolve() except (OSError, RuntimeError): return None def _marker_root(cwd: Path) -> Optional[Path]: """Nearest ancestor (≤6 levels) that looks like a project root, or ``None``. ``$HOME`` and the shared temp root are skipped: a Makefile/AGENTS.md in the home dir is global config, and a stray manifest in /tmp must not flip every session under it.""" current = cwd.resolve() try: temp_root = Path(tempfile.gettempdir()).resolve() except Exception: temp_root = None skip = (_home(), temp_root) for parent in (current, *current.parents)[:7]: if parent not in skip and any((parent / marker).exists() for marker in _PROJECT_MARKERS): return parent return None def _has_code_files(root: Path) -> bool: """Bounded check for source files in the root and its immediate subdirs.""" seen = 0 stack = [(root, True)] while stack: directory, is_root = stack.pop() try: entries = os.scandir(directory) except OSError: continue with entries: for entry in entries: seen += 1 if seen > _CODE_SCAN_MAX_ENTRIES: return False try: if entry.is_file(): if os.path.splitext(entry.name)[1].lower() in _CODE_EXTENSIONS: return True elif is_root and entry.is_dir() and entry.name not in _CODE_SCAN_SKIP_DIRS and not entry.name.startswith("."): stack.append((Path(entry.path), False)) except OSError: continue return False def _detect_profile(mode: str, platform: str, cwd: Path) -> ContextProfile: """``auto``/``focus``: coding when the surface is interactive AND the cwd is a code workspace (project root, or a git repo that actually holds code; a repo rooted at ``$HOME`` is NOT a signal). ``on``/``off`` force. Not memoized: one gateway serves many cwds.""" if mode == "off": return GENERAL_PROFILE if mode == "on": return CODING_PROFILE if platform and platform.strip().lower() not in INTERACTIVE_CODING_PLATFORMS: return GENERAL_PROFILE if _marker_root(cwd) is not None: return CODING_PROFILE git_root = _git_root(cwd) if git_root is not None and git_root != _home() and _has_code_files(git_root): return CODING_PROFILE return GENERAL_PROFILE def _enabled_mcp_servers(config: Optional[dict[str, Any]]) -> list[str]: """Names of MCP servers the user has enabled — kept in the coding posture.""" try: from hermes_cli.config import read_raw_config from hermes_cli.tools_config import _parse_enabled_flag servers = read_raw_config().get("mcp_servers") or {} return [ str(name) for name, cfg in servers.items() if isinstance(cfg, dict) and _parse_enabled_flag(cfg.get("enabled", True), default=True) ] except Exception: return [] # ── RuntimeMode (the seam) ────────────────────────────────────────────────── @dataclass(frozen=True) class RuntimeMode: """The resolved operating posture for a session; immutable, built once via :func:`resolve_runtime_mode` and never re-resolved mid-session (prompt cache). ``config_mode``: normalized ``agent.coding_context`` (toolset collapse gated on ``focus``); ``model``: steers edit-format guidance only; ``instructions``: ``agent.coding_instructions``.""" profile: ContextProfile surface: str cwd: Path config_mode: str = "auto" model: Optional[str] = None instructions: str = "" @property def kind(self) -> str: return self.profile.name @property def is_coding(self) -> bool: return self.profile.name == CODING_PROFILE.name def toolset_selection(self, config: Optional[dict[str, Any]] = None) -> Optional[list[str]]: """Toolset list (only under ``focus``), or ``None`` to keep the platform default. Callers apply it only when the user hasn't pinned a selection (``--toolsets``, ``HERMES_TUI_TOOLSETS``).""" if self.config_mode != "focus" or self.profile.toolset is None: return None return [self.profile.toolset, *_enabled_mcp_servers(config)] def system_prompt_parts(self, valid_tool_names=None, workspace_block: Optional[str] = None) -> tuple[list[str], list[str], list[str]]: """Return (prefix, workspace, trailing) posture blocks in the historical flat order — brief, snapshot, operator instructions — so prompt assembly can put a cache boundary before the snapshot without changing persisted bytes. The brief carries the model-family edit-format nudge (one cached string); ``valid_tool_names`` drops the ``todo_list`` sentence when that tool isn't loaded; operator instructions ride their own block so the brief stays byte-stable. ``workspace_block`` replays a snapshot the caller already pinned at session start (``""`` = no workspace) instead of re-running the git probe; ``None`` probes.""" if not self.is_coding: return [], [], [] prefix: list[str] = [] if self.profile.guidance: brief = self.profile.guidance if valid_tool_names is not None and "todo_list" not in valid_tool_names: brief = brief.replace(_TODO_SENTENCE, _NO_TODO_SENTENCE) family = _model_family(self.model) if family is not None: brief = f"{brief}\n{_EDIT_FORMAT_GUIDANCE[family][1]}" prefix.append(brief) workspace = build_coding_workspace_block(self.cwd) if workspace_block is None else workspace_block trailing = [f"Operator instructions (from config):\n{self.instructions}"] if self.instructions else [] return prefix, [workspace] if workspace else [], trailing def system_blocks(self) -> list[str]: """Posture blocks as one flat list in historical order.""" prefix, workspace, trailing = self.system_prompt_parts() return [*prefix, *workspace, *trailing] def compact_skill_categories(self) -> frozenset[str]: """Skill categories to demote to names-only in the skill index. Gated on ``focus`` like the toolset collapse (index changes under ``auto`` proved too surprising). Demoted, never hidden: pruning caused silent capability loss.""" if not self.is_coding or self.config_mode != "focus": return frozenset() return frozenset(self.profile.compact_skill_categories) def resolve_runtime_mode( *, platform: Optional[str] = None, cwd: Optional[str | Path] = None, config: Optional[dict[str, Any]] = None, model: Optional[str] = None, ) -> RuntimeMode: """Resolve the operating posture once (a handful of ``stat`` calls) — the single entry point every domain should call; the result is safe to hold for the session. ``model`` only steers edit-format guidance; ``agent.coding_instructions`` (str or list) becomes the trailing block so a user can pin workflow rules without editing the shipped brief.""" resolved_cwd = _resolve_cwd(cwd) mode = _coding_mode(config) raw = _agent_config_value(config, "coding_instructions", "", readonly=False) items = raw if isinstance(raw, (list, tuple)) else [raw or ""] instructions = "\n".join(str(item).strip() for item in items if str(item).strip()) return RuntimeMode( profile=_detect_profile(mode, (platform or "").strip().lower(), resolved_cwd), surface=platform or "", cwd=resolved_cwd, config_mode=mode, model=model, instructions=instructions, ) # ── Functional API (thin wrappers over RuntimeMode) ────────────────────────── def is_coding_context(*, platform: Optional[str] = None, cwd: Optional[str | Path] = None, config: Optional[dict[str, Any]] = None) -> bool: """Whether Hermes should operate in its coding posture right now.""" return resolve_runtime_mode(platform=platform, cwd=cwd, config=config).is_coding def coding_selection(*, platform: Optional[str] = None, cwd: Optional[str | Path] = None, config: Optional[dict[str, Any]] = None) -> Optional[list[str]]: """Toolset selection for the coding posture (``None`` unless ``focus`` and active).""" return resolve_runtime_mode(platform=platform, cwd=cwd, config=config).toolset_selection(config) def coding_system_prompt_parts( *, platform: Optional[str] = None, cwd: Optional[str | Path] = None, config: Optional[dict[str, Any]] = None, model: Optional[str] = None, valid_tool_names=None, workspace_block: Optional[str] = None, ) -> tuple[list[str], list[str], list[str]]: """Return coding prefix, workspace snapshot, and trailing guidance. ``workspace_block`` replays the caller's pinned session-start snapshot instead of probing git again.""" mode = resolve_runtime_mode(platform=platform, cwd=cwd, config=config, model=model) return mode.system_prompt_parts(valid_tool_names=valid_tool_names, workspace_block=workspace_block) def coding_compact_skill_categories(*, platform: Optional[str] = None, cwd: Optional[str | Path] = None, config: Optional[dict[str, Any]] = None) -> frozenset[str]: """Skill categories the active posture demotes to names-only (empty outside ``focus``).""" return resolve_runtime_mode(platform=platform, cwd=cwd, config=config).compact_skill_categories() # ── git/workspace probe ───────────────────────────────────────────────────── def _git(cwd: Path, *args: str) -> str: """``git -C `` → stripped stdout, or ``""`` on any failure. bounded_git_probe bounds post-kill cleanup on Windows — plain ``subprocess.run(timeout=...)`` deadlocked when a killed git left a suspended descendant holding the pipe handles. See #66037. """ return bounded_git_probe(["git", "-C", str(cwd), *args], timeout=_GIT_TIMEOUT) def _parse_status(porcelain: str) -> tuple[dict[str, str], dict[str, int]]: """Parse ``git status --porcelain=2 --branch`` into branch + counts.""" branch: dict[str, str] = {} counts = {"staged": 0, "modified": 0, "untracked": 0, "conflicts": 0} for line in porcelain.splitlines(): if line.startswith(("# branch.head", "# branch.upstream")): parts = line.split(maxsplit=2) branch[parts[1].removeprefix("branch.")] = parts[-1] elif line.startswith("# branch.ab"): parts = line.split() branch["ahead"], branch["behind"] = parts[2].lstrip("+"), parts[3].lstrip("-") elif line.startswith(("1 ", "2 ")): xy = line.split(maxsplit=2)[1] counts["staged"] += xy[0] != "." counts["modified"] += xy[1] != "." elif line.startswith(("u ", "? ")): counts["conflicts" if line[0] == "u" else "untracked"] += 1 return branch, counts def _read_small(path: Path) -> str: """Read a small text file, or ``""`` — never raises, never reads huge files.""" try: if not path.is_file() or path.stat().st_size > _MAX_FACT_FILE_BYTES: return "" return path.read_text(encoding="utf-8", errors="replace") except OSError: return "" @dataclass(frozen=True) class ProjectFacts: """Structured project facts — exposed so non-prompt consumers (desktop verify UI) don't re-detect.""" manifests: list[str] package_managers: list[str] verify_commands: list[str] context_files: list[str] def detect_project_facts(root: Path) -> ProjectFacts: """Detect manifests, package manager(s), verify commands, context files (single source of truth).""" verify: list[str] = [] if (root / "scripts" / "run_tests.sh").is_file(): verify.append("scripts/run_tests.sh") if (root / "package.json").is_file(): try: scripts = json.loads(_read_small(root / "package.json") or "{}").get("scripts") or {} except (json.JSONDecodeError, AttributeError): scripts = {} js_pm = next((pm for lock, pm in _JS_LOCKFILES if (root / lock).is_file()), "npm") verify.extend(f"{js_pm} run {name}" for name in _VERIFY_TARGETS if name in scripts) if (root / "pytest.ini").is_file() or "[tool.pytest" in _read_small(root / "pyproject.toml"): verify.append("pytest") makefile = _read_small(root / "Makefile") verify.extend( f"make {name}" for name in _VERIFY_TARGETS if makefile and re.search(rf"^{re.escape(name)}\s*:", makefile, re.MULTILINE) ) return ProjectFacts( manifests=[m for m in _PROJECT_MARKERS if m not in _CONTEXT_FILES and (root / m).is_file()], package_managers=list(dict.fromkeys( pm for lock, pm in (*_PY_LOCKFILES, *_JS_LOCKFILES) if (root / lock).is_file() )), verify_commands=list(dict.fromkeys(verify))[:_MAX_VERIFY_COMMANDS], context_files=[c for c in _CONTEXT_FILES if (root / c).is_file()], ) def _workspace_roots(cwd: Optional[str | Path]) -> tuple[Optional[Path], Optional[Path]]: """(git_root, workspace_root) for *cwd*; workspace root is git root else marker root.""" resolved = _resolve_cwd(cwd) git_root = _git_root(resolved) return git_root, git_root or _marker_root(resolved) def project_facts_for(cwd: Optional[str | Path] = None) -> Optional[dict[str, Any]]: """Structured project facts for ``cwd`` (desktop verify UI) — ``None`` outside a workspace.""" _, root = _workspace_roots(cwd) if root is None: return None f = detect_project_facts(root) return { "root": str(root), "manifests": f.manifests, "packageManagers": f.package_managers, "verifyCommands": f.verify_commands, "contextFiles": f.context_files, } def build_coding_workspace_block(cwd: Optional[str | Path] = None) -> str: """Workspace snapshot for the system prompt (empty outside a workspace): git state when in a repo, plus project facts — so marker-only (non-git) projects still get one.""" git_root, root = _workspace_roots(cwd) if root is None: return "" lines = [ "Workspace (snapshot at session start — re-check with `git` before acting on it):", f"- Root: {root}", ] if git_root is not None: branch, counts = _parse_status(_git(root, "status", "--porcelain=2", "--branch")) head = branch.get("head", "") if head == "(detached)": lines.append("- Branch: (detached HEAD)") elif head: ahead, behind = branch.get("ahead", "0"), branch.get("behind", "0") upstream = f" \u2192 {branch['upstream']}" if branch.get("upstream") else "" ab = f" (ahead {ahead}, behind {behind})" if upstream and (ahead, behind) != ("0", "0") else "" lines.append(f"- Branch: {head}{upstream}{ab}") # Linked worktree: say so (branches/stashes are shared state) but do NOT expose # the primary tree path — a second absolute path makes the model run commands # in the wrong directory. git_dir, common_dir = _git(root, "rev-parse", "--git-dir"), _git(root, "rev-parse", "--git-common-dir") if git_dir and common_dir and Path(git_dir).resolve() != Path(common_dir).resolve(): lines.append("- Worktree: linked (git state shared with primary tree)") dirty = [f"{n} {label}" for label, n in counts.items() if n] lines.append(f"- Status: {', '.join(dirty) if dirty else 'clean'}") recent = _git(root, "log", "-3", "--pretty=%h %s") if recent: lines.extend(["- Recent commits:", *(f" {c}" for c in recent.splitlines())]) f = detect_project_facts(root) if f.manifests: managers = f" ({'/'.join(f.package_managers)})" if f.package_managers else "" lines.append(f"- Project: {', '.join(f.manifests[:6])}{managers}") if f.verify_commands: lines.append(f"- Verify: {'; '.join(f.verify_commands)}") if f.context_files: lines.append(f"- Context files: {', '.join(f.context_files)}") return "\n".join(lines) # ---- BEGIN PLUGIN-COMPAT (revert-scheduled; see COMPAT_MANIFEST.md) ---- # Names external plugins imported from this module before the Sep 2026 decomposition. # Internal code MUST NOT use these (scripts/check_compat_pointers.py fails CI if it does). # The whole block is removed by reverting the commit that added it. def coding_system_blocks( *, platform: Optional[str] = None, cwd: Optional[str | Path] = None, config: Optional[dict[str, Any]] = None, model: Optional[str] = None, ) -> list[str]: """Stable system-prompt blocks for the current posture (empty when general). ``model`` steers the brief's edit-format nudge toward the model's family. """ return resolve_runtime_mode( platform=platform, cwd=cwd, config=config, model=model ).system_blocks() _PROFILES: dict[str, ContextProfile] = { GENERAL_PROFILE.name: GENERAL_PROFILE, CODING_PROFILE.name: CODING_PROFILE, } def get_profile(name: str) -> ContextProfile: """Return a registered profile, falling back to ``general``.""" return _PROFILES.get(name, GENERAL_PROFILE) # ---- END PLUGIN-COMPAT ----