Syncmeta
pawurb/hotpath-rs
Sync changes from the hotpath, hotpath-macros and hotpath-drain crates to their meta counterparts (hotpath-meta, hotpath-macros-meta and hotpath-drain-meta).
Initialize Navigator documentation structure in a project. An agent skill from qf-studio/navigator.
$ npx skills add qf-studio/navigator --skill nav-init -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install qf-studio/navigator nav-init --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/qf-studio/navigator.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/nav-init .claude/skills/nav-init && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "nav-init" agent skill from https://github.com/qf-studio/navigator/tree/main/skills/nav-init into .claude/skills/nav-init/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nav-init", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/qf-studio/navigator/tree/main/skills/nav-initType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add qf-studio/navigator --skill nav-init -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install qf-studio/navigator nav-init --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/qf-studio/navigator.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/nav-init .agents/skills/nav-init && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "nav-init" agent skill from https://github.com/qf-studio/navigator/tree/main/skills/nav-init into .agents/skills/nav-init/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nav-init", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add qf-studio/navigator --skill nav-init -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install qf-studio/navigator nav-init --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/qf-studio/navigator.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/nav-init .cursor/skills/nav-init && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "nav-init" agent skill from https://github.com/qf-studio/navigator/tree/main/skills/nav-init into .cursor/skills/nav-init/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nav-init", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/qf-studio/navigator.git --path skills/nav-init--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add qf-studio/navigator --skill nav-init -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install qf-studio/navigator nav-init --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/qf-studio/navigator.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/nav-init .gemini/skills/nav-init && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "nav-init" agent skill from https://github.com/qf-studio/navigator/tree/main/skills/nav-init into .gemini/skills/nav-init/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nav-init", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install qf-studio/navigator nav-initInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add qf-studio/navigator --skill nav-init -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/qf-studio/navigator.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/nav-init .github/skills/nav-init && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "nav-init" agent skill from https://github.com/qf-studio/navigator/tree/main/skills/nav-init into .github/skills/nav-init/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nav-init", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add qf-studio/navigator --skill nav-init -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install qf-studio/navigator nav-init --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/qf-studio/navigator.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/nav-init .opencode/skills/nav-init && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "nav-init" agent skill from https://github.com/qf-studio/navigator/tree/main/skills/nav-init into .opencode/skills/nav-init/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nav-init", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
nav-initInitialize Navigator documentation structure in a project. An agent skill from qf-studio/navigator.
Nav Init is an agent skill from qf-studio/navigator. Initialize Navigator documentation structure in a project. Auto-invokes when user says "Initialize Navigator", "Set up Navigator", "Create Navigator structure", or "Bootstrap Navigator".
Its SKILL.md is about 3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files (for example `functions/project_detector.py`, `functions/settings_merger.py` and `functions/template_customizer.py`).
It sits in Agent Workflows, covering Monitoring and alerting. It works with Grafana and Prometheus. The repository describes itself as: Finish What You Start — Context engineering for Claude Code. Sessions last 20+ exchanges instead of crashing at 7. The licence is MIT.
8 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 3bb9eac. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
WriteBashReadGlobFrom allowed-tools in the SKILL.md frontmatter.
Ships script files (Python), which the agent can run.
Shell commands in SKILL.md call:
claudedockerFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use docker, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Nav Init loads about 3k tokens when it runs. Until then it costs about 49 tokens; SKILL.md has 738 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check noted patterns worth knowing about, such as sudo or a known installer.
allowed-tools: Write, Bash, Read, GlobAutomated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from qf-studio/navigator at commit 3bb9eac, republished under its MIT licence (© qf-studio). 738 words, ~3,018 tokens.
.claude/skills/nav-init/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.Creates the Navigator documentation structure (.agent/) in a new project, copies templates, and sets up initial configuration.
.agent/ directory structure:.agent/
├── DEVELOPMENT-README.md
├── .nav-config.json
├── tasks/
├── system/
├── sops/
│ ├── integrations/
│ ├── debugging/
│ ├── development/
│ └── deployment/
└── grafana/
├── docker-compose.yml
├── prometheus.yml
├── grafana-datasource.yml
├── grafana-dashboards.yml
├── navigator-dashboard.json
└── README.mdif [ -d ".agent" ]; then
echo "✅ Navigator already initialized in this project"
echo ""
echo "To start a session: 'Start my Navigator session'"
echo "To view documentation: Read .agent/DEVELOPMENT-README.md"
exit 0
fiRead package.json, pyproject.toml, go.mod, Cargo.toml, or similar to extract:
Fallback: Use current directory name if no config found.
Use Write tool to create:
.agent/
.agent/tasks/
.agent/system/
.agent/sops/integrations/
.agent/sops/debugging/
.agent/sops/development/
.agent/sops/deployment/
.agent/grafana/Copy from plugin's templates/ directory to .agent/:
DEVELOPMENT-README.md:
${PROJECT_NAME} with detected project name${TECH_STACK} with detected stack${DATE} with current date.nav-config.json:
{
"version": "5.5.0",
"project_name": "${PROJECT_NAME}",
"tech_stack": "${TECH_STACK}",
"project_management": "none",
"task_prefix": "TASK",
"task_id_source": "local",
"team_chat": "none",
"auto_load_navigator": true,
"compact_strategy": "conservative",
"auto_update": {
"enabled": true,
"check_interval_hours": 1,
"curl_fallback": false
}
}Grafana Setup: Copy all Grafana dashboard files to enable metrics visualization:
# Find plugin installation directory
PLUGIN_DIR="${CLAUDE_PLUGIN_ROOT:-$(cat "${NAVIGATOR_CONFIG_HOME:-${XDG_CONFIG_HOME:-$HOME/.config}/navigator}/plugin-root" 2>/dev/null)}"
[ -d "$PLUGIN_DIR/skills" ] || PLUGIN_DIR="$HOME/.claude/plugins/marketplaces/navigator-marketplace"
# Copy Grafana files if plugin has them
if [ -d "${PLUGIN_DIR}/.agent/grafana" ]; then
cp -r "${PLUGIN_DIR}/.agent/grafana/"* .agent/grafana/
echo "✓ Grafana dashboard installed"
else
echo "⚠️ Grafana files not found in plugin"
fiFiles copied:
If CLAUDE.md exists:
If CLAUDE.md doesn't exist:
templates/CLAUDE.md to project rootNavigator's lifecycle hooks ship with the plugin manifest (.claude-plugin/plugin.json's top-level hooks field) starting v6.13.0+. They are not merged into the project's .claude/settings.json — Claude Code only substitutes ${CLAUDE_PLUGIN_ROOT} for hooks declared in a plugin manifest, so merging them into user settings (the prior approach) produced broken commands like /hooks/X.py.
The plugin registers the following hooks automatically when the plugin is installed:
Nothing for nav-init to do here. The skill no longer writes to .claude/settings.json for hooks.
⚠️ RESTART REQUIRED to activate hooks after plugin install/update.
Claude Code caches plugin manifest hooks at session start.Opt-out: Users can disable any hook via .agent/.nav-config.json:
{
"session_start_hook": { "enabled": false },
"compact_hook": { "enabled": false },
"workflow_state_hook": { "enabled": false },
"task_graph_sync_hook": { "enabled": false },
"profile_sync_hook": { "enabled": false },
"workflow_enforcer_hook":{ "enabled": false }
}(The hooks themselves read this config and short-circuit when disabled, so no settings.json mutation is needed.)
Add each of these lines to .gitignore unless it is already present (check line by
line — re-running nav-init must not duplicate entries):
# Navigator context markers
.context-markers/
# Navigator temporary files
.agent/.nav-temp/
# Navigator hook-runtime session state (regenerated every turn, never shared)
.agent/.nav-runtime-state.json
.agent/.nav-runtime-state.lock
# Navigator reject log (one line per refusal; local diagnostics, TASK-88)
.agent/.nav-rejects.jsonl
# Navigator personal config override (per contributor, see nav-features --local)
.agent/.nav-config.local.json
# Navigator onboarding state (per person; lives under ~/.config/navigator since v7.8)
.agent/onboarding/Idempotent append, one command:
for line in ".context-markers/" ".agent/.nav-temp/" \
".agent/.nav-runtime-state.json" ".agent/.nav-runtime-state.lock" \
".agent/.nav-rejects.jsonl" \
".agent/.nav-config.local.json" ".agent/onboarding/"; do
grep -qxF "$line" .gitignore 2>/dev/null || echo "$line" >> .gitignore
done✅ Navigator Initialized Successfully!
Created structure:
📁 .agent/ Navigator documentation
📁 .agent/tasks/ Implementation plans
📁 .agent/system/ Architecture docs
📁 .agent/sops/ Standard procedures
📁 .agent/grafana/ Metrics dashboard
📄 .agent/.nav-config.json Configuration
📄 CLAUDE.md Updated with Navigator workflow
Next steps:
1. Start session: "Start my Navigator session"
2. Optional: Enable metrics - see .agent/sops/integrations/opentelemetry-setup.md
3. Optional: Launch Grafana - cd .agent/grafana && docker compose up -d
Token monitoring is active - you'll be warned when approaching context limits.
Documentation: Read .agent/DEVELOPMENT-README.mdIf .agent/ exists:
If templates not found:
If no write permissions:
project_detector.pydef detect_project_info(cwd: str) -> dict:
"""
Detect project name and tech stack from config files.
Checks (in order):
1. package.json (Node.js)
2. pyproject.toml (Python)
3. go.mod (Go)
4. Cargo.toml (Rust)
5. composer.json (PHP)
6. Gemfile (Ruby)
Returns:
{
"name": "project-name",
"tech_stack": "Next.js, TypeScript, Prisma",
"detected_from": "package.json"
}
"""template_customizer.pydef customize_template(template_content: str, project_info: dict) -> str:
"""
Replace placeholders in template with project-specific values.
Placeholders:
- ${PROJECT_NAME}
- ${TECH_STACK}
- ${DATE}
- ${YEAR}
Returns customized template content.
"""settings_merger.pydef merge(target_path: Path, fragment: dict) -> dict:
"""
Idempotent JSON merge for .claude/settings.json.
- If target doesn't exist: create from fragment.
- If target exists: deep-merge `hooks` arrays by event name; dedupe entries
by command string. Preserves user-defined hooks and other top-level keys.
- Refuses to clobber invalid JSON (exits 2).
"""Status (v6.13.0+): Retained as general-purpose JSON merger for non-hook
keys (permissions, mcpServers, etc.) that downstream skills may want to
preserve. Navigator no longer passes a hooks fragment through it — hooks now
ship with the plugin manifest (.claude-plugin/plugin.json). The hook-merging
code path is dead-for-Navigator but kept intact for safety (existing call
sites that already pass non-hook fragments continue to work).
User says: "Initialize Navigator in this project"
Skill detects:
package.json existsResult:
.agent/ createdUser says: "Set up Navigator"
Skill detects:
pyproject.toml existsResult:
.agent/ createdUser says: "Initialize Navigator"
Skill checks:
.agent/ directory existsResult:
✅ Navigator already initialized in this project
To start a session: 'Start my Navigator session'nav-start skill:
.agent/DEVELOPMENT-README.mdnav-task skill:
.agent/tasks/nav-sop skill:
.agent/sops//nav:init command from v2.x© qf-studio, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 4 other files in skills/nav-init of qf-studio/navigator.
Open the folder on GitHubat commit 3bb9eac
Nav Init next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Nav Init this skillqf-studio/navigator | 355 | — | ~3k | Automated safety check: Notes | MIT | |
| Syncmetapawurb/hotpath-rs | 1.9k | — | ~1.2k | Automated safety check: Notes | MIT | |
| Optimize Slurm TopologyNVlabs/alpasim | 1.3k | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | |
| Dashboard Previewm4r1k/Eneru | 149 | — | ~1.4k | Automated safety check: Pass | MIT | |
| Graftm4r1k/Eneru | 149 | 1 repos | ~2.3k | Automated safety check: Pass | MIT | |
| Release Reviewm4r1k/Eneru | 149 | — | ~1.9k | Automated safety check: Pass | MIT |
pawurb/hotpath-rs
Sync changes from the hotpath, hotpath-macros and hotpath-drain crates to their meta counterparts (hotpath-meta, hotpath-macros-meta and hotpath-drain-meta).
NVlabs/alpasim
Optimize AlpaSim Slurm topology throughput using persistent local Prometheus/Grafana telemetry and run artifacts.
m4r1k/Eneru
Visually verify Eneru browser-dashboard changes against a live daemon or audit an exact deployment.
m4r1k/Eneru
This repo is indexed by graft/. An agent skill from m4r1k/Eneru.
m4r1k/Eneru
Mandatory pre-release deep review for minor/major releases (X.Y.0 / X.0.0).
archestra-ai/archestra
A skill your agent uses when changing Archestra tracing, metrics, OpenTelemetry, Tempo, Grafana, Prometheus, LLM/MCP spans, observability labels, or local observability setup.
qf-studio/navigator
Load Navigator documentation navigator when starting development session, resuming work, or beginning new feature.
qf-studio/navigator
Create REST/GraphQL API endpoint with validation, error handling, and tests.
qf-studio/navigator
Generate backend tests (unit, integration, mocks) for existing code.
qf-studio/navigator
Create database migration with schema changes and rollback. An agent skill from qf-studio/navigator.
qf-studio/navigator
Create React/Vue component with TypeScript, tests, and styles.
qf-studio/navigator
Generate frontend component tests (React Testing Library, Vue Test Utils, snapshot) for existing components.
Works with
Categories
Initialize Navigator documentation structure in a project. An agent skill from qf-studio/navigator. Nav Init is an agent skill from qf-studio/navigator. Initialize Navigator documentation structure in a project.
Nav Init fits situations like: says Initialize Navigator; set up Navigator; create Navigator structure; bootstrap Navigator.
Run `npx skills add qf-studio/navigator --skill nav-init -a claude-code`. Or copy the skill folder (skills/nav-init in qf-studio/navigator) into .claude/skills/nav-init in your project. Claude Code loads it when a task matches its description.
Run `npx skills add qf-studio/navigator --skill nav-init -a codex`. Or copy the skill folder (skills/nav-init in qf-studio/navigator) into .agents/skills/nav-init in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add qf-studio/navigator --skill nav-init -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/nav-init, .gemini/skills/nav-init, .github/skills/nav-init and .opencode/skills/nav-init in your project.
Going by SKILL.md and its folder, Nav Init needs Python for the scripts in its folder and the command-line tools its instructions call (claude and docker). Our summary lists: Python 3; Node.js; Docker. Its frontmatter pre-approves these tools: Write, Bash, Read, Glob.
SKILL.md contains no URLs. Its commands use docker, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
Nav Init is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 3k tokens (SKILL.md is roughly 12k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Nav Init: Syncmeta (pawurb/hotpath-rs, 1.9k stars), Optimize Slurm Topology (NVlabs/alpasim, 1.3k stars), Dashboard Preview (m4r1k/Eneru, 149 stars) and Graft (m4r1k/Eneru, 149 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
qf-studio (a GitHub organization) maintains it in qf-studio/navigator, which has 355 GitHub stars. The repository holds 32 skills in this directory. The repository was last updated on October 8, 2026.
Source: qf-studio/navigator on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.