Agent Builder
n8n-io/n8n
Load immediately after an Agent intent. An agent skill from n8n-io/n8n.
Debug DashClaw errors, signal issues, and misconfigurations. An agent skill from ucsandman/DashClaw.
$ npx skills add ucsandman/DashClaw --skill troubleshoot -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ucsandman/DashClaw troubleshoot --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/ucsandman/DashClaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/dashclaw-agent/troubleshoot .claude/skills/troubleshoot && 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 "troubleshoot" agent skill from https://github.com/ucsandman/DashClaw/tree/main/.claude/skills/dashclaw-agent/troubleshoot into .claude/skills/troubleshoot/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "troubleshoot", 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/ucsandman/DashClaw/tree/main/.claude/skills/dashclaw-agent/troubleshootType 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 ucsandman/DashClaw --skill troubleshoot -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ucsandman/DashClaw troubleshoot --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ucsandman/DashClaw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/dashclaw-agent/troubleshoot .agents/skills/troubleshoot && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "troubleshoot" agent skill from https://github.com/ucsandman/DashClaw/tree/main/.claude/skills/dashclaw-agent/troubleshoot into .agents/skills/troubleshoot/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "troubleshoot", 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 ucsandman/DashClaw --skill troubleshoot -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ucsandman/DashClaw troubleshoot --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ucsandman/DashClaw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/dashclaw-agent/troubleshoot .cursor/skills/troubleshoot && 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 "troubleshoot" agent skill from https://github.com/ucsandman/DashClaw/tree/main/.claude/skills/dashclaw-agent/troubleshoot into .cursor/skills/troubleshoot/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "troubleshoot", 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/ucsandman/DashClaw.git --path .claude/skills/dashclaw-agent/troubleshoot--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 ucsandman/DashClaw --skill troubleshoot -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ucsandman/DashClaw troubleshoot --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ucsandman/DashClaw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/dashclaw-agent/troubleshoot .gemini/skills/troubleshoot && 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 "troubleshoot" agent skill from https://github.com/ucsandman/DashClaw/tree/main/.claude/skills/dashclaw-agent/troubleshoot into .gemini/skills/troubleshoot/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "troubleshoot", 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 ucsandman/DashClaw troubleshootInstalls 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 ucsandman/DashClaw --skill troubleshoot -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ucsandman/DashClaw.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/dashclaw-agent/troubleshoot .github/skills/troubleshoot && 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 "troubleshoot" agent skill from https://github.com/ucsandman/DashClaw/tree/main/.claude/skills/dashclaw-agent/troubleshoot into .github/skills/troubleshoot/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "troubleshoot", 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 ucsandman/DashClaw --skill troubleshoot -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ucsandman/DashClaw troubleshoot --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ucsandman/DashClaw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/dashclaw-agent/troubleshoot .opencode/skills/troubleshoot && 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 "troubleshoot" agent skill from https://github.com/ucsandman/DashClaw/tree/main/.claude/skills/dashclaw-agent/troubleshoot into .opencode/skills/troubleshoot/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "troubleshoot", 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.
troubleshootDebug DashClaw errors, signal issues, and misconfigurations. An agent skill from ucsandman/DashClaw.
Troubleshoot is an agent skill from ucsandman/DashClaw. Debug DashClaw errors, signal issues, and misconfigurations
Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in AI & LLM Engineering, covering Building AI agents. It works with Model Context Protocol. The repository describes itself as: Remote approvals, policy checks, and execution evidence for unattended AI agents. The licence is MIT.
8 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 704824d. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
nodecurljqpythonnpmFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use curl and npm, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
DASHCLAW_API_KEYFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Troubleshoot loads about 2.3k tokens when it runs. Until then it costs about 18 tokens; SKILL.md has 1,029 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 found no risky patterns in SKILL.md.
Automated 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 ucsandman/DashClaw at commit 704824d, republished under its MIT licence (© ucsandman). 1,029 words, ~2,293 tokens.
.claude/skills/troubleshoot/SKILL.md (or your agent's skills folder).Systematic diagnostics for common DashClaw errors, signal anomalies, and configuration issues.
Symptom: API calls return 401.
Checklist:
x-api-key header is set (not Authorization: Bearer)DASHCLAW_API_KEY environment variable is setcurl -H "x-api-key: $DASHCLAW_API_KEY" $DASHCLAW_BASE_URL/api/healthRoot cause: DashClaw uses x-api-key header, not Bearer tokens. The middleware does timing-safe comparison first, then falls back to hash lookup.
Symptom: API calls return 403.
Checklist:
DASHCLAW_MODE env var./api/guard and getting 403, a policy is blocking the action — this is working as intended.org_default org blocks API access except onboarding routes. Create a real org first.Symptom: API calls return 429 Too Many Requests.
Defaults:
Fixes:
DASHCLAW_DISABLE_RATE_LIMIT=true for local developmentUPSTASH_REDIS_REST_URL for distributed rate limitingSymptom: API calls return 503.
Checklist:
DASHCLAW_API_KEY set? Missing key → 503 on protected routesDATABASE_URL valid? Check connection stringcurl $DASHCLAW_BASE_URL/api/health/setup page for readiness verification| Gotcha | Explanation |
|---|---|
| Client-sent org headers stripped | Middleware ALWAYS strips x-org-id, x-org-role, x-user-id from requests. Org context comes from the API key, never the client. |
| Two thread systems | Context threads (ct_*) and message threads (mt_*) are separate systems. Don't mix them. |
| org_default blocks APIs | Users in org_default are blocked from most endpoints. Create or join a real org first. |
| API key shown once | Keys are displayed exactly once at creation. If lost, generate a new one. |
| 2MB body size limit | Request bodies larger than 2MB are rejected. |
| HTTPS required in production | Non-HTTPS connections are rejected in production mode. |
| Canonical JSON for signatures | Agent identity signatures require deterministic JSON key ordering. |
| Rate limiting is per-IP | Not per-key or per-agent. Multiple agents on same IP share the limit. |
DashClaw computes 17 signal types (computeSignals in app/lib/signals.ts). The eight most common in agent integrations are below; if signals are firing unexpectedly:
ungoverned_scope("Governance scope narrowed") is the one to check first when the ledger looks too clean. It fires whenDASHCLAW_GOVERNED_CATEGORIESdrops a category below the default set, which means the hook exits before the guard call for that category — those tool calls produce no row at all, so an empty ledger looks the same as a well-behaved agent. Remove the variable or set it toall, and check it for typos; a misspelled category is simply never governed.searchandsystemare ungoverned by default and never raise it.
Trigger: >10 ungoverned actions/hour
Fix: Add guard checks before actions. Use claw.guard() before claw.createAction().
Trigger: Irreversible decisions with risk ≥70 and no approval Fix: Add approval gate policy for high-risk irreversible actions.
Trigger: >3 failures in 24 hours Fix: Check agent logic. Review failed actions in dashboard for patterns.
Trigger: Unresolved dependencies >48 hours old
Fix: Resolve or cancel open loops: claw.resolveOpenLoop(loopId, 'resolved', 'Fixed').
Trigger: ≥2 invalidated assumptions in 7 days Fix: Review assumptions. Agent may be operating on stale beliefs.
Trigger: Unvalidated assumptions >14 days old
Fix: Validate or invalidate old assumptions: claw.validateAssumption(id, true/false, reason).
Trigger: Actions with status running for >1 hour
Fix: Two layers of cleanup:
# Preview what would change
node scripts/_run-with-env.mjs scripts/repair-stale-running-actions.mjs --dry-run --older-than-hours 1
# Apply (status='completed' with "Auto-closed" summary; preserves error_message → 'failed')
node scripts/_run-with-env.mjs scripts/repair-stale-running-actions.mjs --older-than-hours 1dashclaw_stop.py (Stop hook). At turn end it queries each open action and PATCHes status='completed' only when the action is still running. Terminal statuses written by PostToolUse are preserved. See setup-dashclaw skill.For ad-hoc closure of a single action: claw.updateOutcome(actionId, { status: 'failed', output_summary: 'Timed out' }).
Trigger: Agent heartbeat lost >10 minutes
Fix: Ensure agent sends heartbeats: claw.heartbeat({ status: 'online' }).
curl -sf "$DASHCLAW_BASE_URL/api/health" | jq '.'Returns {status, version, checks: {database, runtime, realtime, ...}}. Anything other than status: "healthy" points at the failing check.
node scripts/doctor.mjsAudits the local config — env vars, DB connectivity, schema state, generated artifact freshness.
# Node — guard → createAction → updateOutcome against the live instance
node scripts/_run-with-env.mjs scripts/test-sdk-live.mjs
# Python equivalent
node scripts/_run-with-env.mjs scripts/run-sdk-live-python.mjsBoth scripts emit a real action that you should see appear on /decisions within seconds. If the round-trip fails, the error pinpoints the layer (HTTP, validation, DB).
npm run startup:smokeBoots Next.js, hits the critical routes, and reports which (if any) fail to respond.
.claude/settings.json has PreToolUse hook configuredBash|Edit|Write|MultiEditpython --versionDASHCLAW_HOOK_MODE — if set to observe, it logs but never blocksDASHCLAW_RISK_THRESHOLD — default is 60, lower it to catch morecurl -H "x-api-key: $KEY" $URL/api/policiesDASHCLAW_HOOK_MODE=observe first to understand what's being caught{tempdir}/dashclaw_last_action_{tool_use_id}DASHCLAW_BASE_URL and DASHCLAW_API_KEY are set for posttool.claude/settings.json has the Stop block (one entry, no matcher needed). If missing, re-run node /path/to/DashClaw/scripts/install-hooks.mjs --target=..ls /tmp/dashclaw_turn_<session_id> (Linux/macOS) or dir %TEMP%\dashclaw_turn_<session_id> (Windows). After Stop fires, that file is deleted and /tmp/dashclaw_stop_cursor_<session_id> appears.echo '{"session_id":"<your-session-id>","transcript_path":"<path/to/.jsonl>"}' \
| python .claude/hooks/dashclaw_stop.py; echo "exit=$?"tokens_in, tokens_out, model, cost_estimate should be populated.PATCH /api/actions/:id accepts token fields by checking the deployed server version: curl -sf $DASHCLAW_BASE_URL/api/health | jq '.version' should be ≥ 2.13.1. Older deploys silently drop tokens_in/tokens_out.status='running' at turn end. Without it, every interrupted/abandoned tool stays open forever.node scripts/_run-with-env.mjs scripts/repair-stale-running-actions.mjs --older-than-hours 1 (preview with --dry-run first).© ucsandman, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in .claude/skills/dashclaw-agent/troubleshoot of ucsandman/DashClaw.
Open the folder on GitHubat commit 704824d
Troubleshoot 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 |
|---|---|---|---|---|---|---|
| Troubleshoot this skillucsandman/DashClaw | 311 | — | ~2.3k | Automated safety check: Pass | MIT | |
| Agent Buildern8n-io/n8n | 207k | — | ~2.5k | Automated safety check: Pass | Custom licence | |
| Summarizeswarmclawai/swarmclaw | 689 | — | ~531 | Automated safety check: Pass | MIT | |
| Agent Squad Python Guide2FastLabs/agent-squad | 7.8k | — | ~4.7k | Automated safety check: Pass | Apache-2.0 | |
| Agent Squad for TypeScript2FastLabs/agent-squad | 7.8k | — | ~4.3k | Automated safety check: Pass | Apache-2.0 | |
| Agent Frameworkjihadkhawaja/Egroo | 178 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 |
n8n-io/n8n
Load immediately after an Agent intent. An agent skill from n8n-io/n8n.
swarmclawai/swarmclaw
Summarize or extract text/transcripts from URLs, podcasts, YouTube videos, and local files using the summarize CLI.
2FastLabs/agent-squad
Map of the agent-squad Python framework for async multi-agent orchestration: which agent, classifier, storage and tool provider to pick, and the pitfalls to avoid.
2FastLabs/agent-squad
Guide to building Node.js and TypeScript apps on the agent-squad package: orchestrator, agent types, classifier routing, storage, retrievers and MCP tools.
jihadkhawaja/Egroo
Build, extend, and debug AI agents in Egroo using the Microsoft Agent Framework (C .NET).
openma-ai/open-managed-agents
Use the openma platform to build, deploy, and manage AI agents.
ucsandman/DashClaw
Governance behavior for AI agents governed by DashClaw. An agent skill from ucsandman/DashClaw.
ucsandman/DashClaw
The single command that gets a DashClaw change ON MAIN AND LIVE — it resolves everything blocking production, never defers, and never hands back a checklist.
ucsandman/DashClaw
Turn a bug symptom into a structured, reproducible bug report — summary, environment, exact repro steps, actual vs expected, and evidence (logs, error text, failing route/test) — and then optionally…
ucsandman/DashClaw
Governance behavior for Muse agents governed by DashClaw. An agent skill from ucsandman/DashClaw.
ucsandman/DashClaw
Contribute to the DashClaw codebase — architecture, scaffolding, tests, CI
ucsandman/DashClaw
Set up compliance exports, drift detection, evaluations, scoring, and learning analytics
Works with
Categories
Debug DashClaw errors, signal issues, and misconfigurations. An agent skill from ucsandman/DashClaw. Troubleshoot is an agent skill from ucsandman/DashClaw.
Troubleshoot fits situations like: tasks that involve Building AI agents.
Run `npx skills add ucsandman/DashClaw --skill troubleshoot -a claude-code`. Or copy the skill folder (.claude/skills/dashclaw-agent/troubleshoot in ucsandman/DashClaw) into .claude/skills/troubleshoot in your project. Claude Code loads it when a task matches its description.
Run `npx skills add ucsandman/DashClaw --skill troubleshoot -a codex`. Or copy the skill folder (.claude/skills/dashclaw-agent/troubleshoot in ucsandman/DashClaw) into .agents/skills/troubleshoot 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 ucsandman/DashClaw --skill troubleshoot -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/troubleshoot, .gemini/skills/troubleshoot, .github/skills/troubleshoot and .opencode/skills/troubleshoot in your project.
Going by SKILL.md and its folder, Troubleshoot needs the command-line tools its instructions call (node, curl, jq, python and npm) and credentials named DASHCLAW_API_KEY. Our summary lists: Python 3; A credential in DASHCLAW_API_KEY.
SKILL.md contains no URLs. Its commands use curl and npm, 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 no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Troubleshoot is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.3k tokens (SKILL.md is roughly 9.2k 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 Troubleshoot: Agent Builder (n8n-io/n8n, 207k stars), Summarize (swarmclawai/swarmclaw, 689 stars), Agent Squad Python Guide (2FastLabs/agent-squad, 7.8k stars) and Agent Squad for TypeScript (2FastLabs/agent-squad, 7.8k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
ucsandman (a GitHub user) maintains it in ucsandman/DashClaw, which has 311 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on October 10, 2026.
Source: ucsandman/DashClaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.