Graph-Based Bug Tracing
tirth8205/code-review-graph
Traces a bug through a code knowledge graph, following callers, callees and execution flow before opening source files, within a small token budget.
Error pattern analysis and troubleshooting for Claude Code sessions.
$ npx skills add yonatangross/orchestkit --skill errors -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install yonatangross/orchestkit errors --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/yonatangross/orchestkit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/src/skills/errors .claude/skills/errors && 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 "errors" agent skill from https://github.com/yonatangross/orchestkit/tree/main/src/skills/errors into .claude/skills/errors/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "errors", 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/yonatangross/orchestkit/tree/main/src/skills/errorsType 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 yonatangross/orchestkit --skill errors -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install yonatangross/orchestkit errors --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yonatangross/orchestkit.git skills-src && mkdir -p .agents/skills && cp -r skills-src/src/skills/errors .agents/skills/errors && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "errors" agent skill from https://github.com/yonatangross/orchestkit/tree/main/src/skills/errors into .agents/skills/errors/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "errors", 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 yonatangross/orchestkit --skill errors -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install yonatangross/orchestkit errors --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yonatangross/orchestkit.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/src/skills/errors .cursor/skills/errors && 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 "errors" agent skill from https://github.com/yonatangross/orchestkit/tree/main/src/skills/errors into .cursor/skills/errors/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "errors", 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/yonatangross/orchestkit.git --path src/skills/errors--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 yonatangross/orchestkit --skill errors -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install yonatangross/orchestkit errors --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yonatangross/orchestkit.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/src/skills/errors .gemini/skills/errors && 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 "errors" agent skill from https://github.com/yonatangross/orchestkit/tree/main/src/skills/errors into .gemini/skills/errors/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "errors", 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 yonatangross/orchestkit errorsInstalls 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 yonatangross/orchestkit --skill errors -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/yonatangross/orchestkit.git skills-src && mkdir -p .github/skills && cp -r skills-src/src/skills/errors .github/skills/errors && 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 "errors" agent skill from https://github.com/yonatangross/orchestkit/tree/main/src/skills/errors into .github/skills/errors/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "errors", 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 yonatangross/orchestkit --skill errors -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install yonatangross/orchestkit errors --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yonatangross/orchestkit.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/src/skills/errors .opencode/skills/errors && 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 "errors" agent skill from https://github.com/yonatangross/orchestkit/tree/main/src/skills/errors into .opencode/skills/errors/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "errors", 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.
errorsError pattern analysis and troubleshooting for Claude Code sessions.
Errors is an agent skill from yonatangross/orchestkit. Error pattern analysis and troubleshooting for Claude Code sessions. Categorizes errors (network, auth, model, tool, memory, permission) with known resolution patterns, searches memory for prior occurrences, and suggests recovery steps. Delegates to debug-investigator agent for complex root cause analysis. Use when handling errors, fixing failures, or troubleshooting session issues.
Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files (for example `rules/_sections.md`, `rules/pattern-matching-accuracy.md` and `rules/root-cause-before-fix.md`). Compatibility notes: Claude Code 2.1.277+. Requires memory MCP server.
It sits in Development, covering Root cause analysis. It works with Model Context Protocol. The repository describes itself as: The Complete AI Development Toolkit for Claude Code. 106 skills, 36 agents, 171 hooks. Install ork for stable (v9.x), or ork-alpha for the v10 line, which ships daily. The licence is MIT.
Read from SKILL.md and the folder at commit 02bbf9a. 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:
ReadBashGrepFrom allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
pythonjqnpmclaudeFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use 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 no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Claude Code 2.1.277+. Requires memory MCP server.
From compatibility in the SKILL.md frontmatter.
Errors loads about 1.2k tokens when it runs. Until then it costs about 98 tokens; SKILL.md has 210 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: Read, Bash, GrepAutomated 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 yonatangross/orchestkit at commit 02bbf9a, republished under its MIT licence (© yonatangross). 210 words, ~1,182 tokens.
.claude/skills/errors/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.Analyze errors captured from Claude Code sessions to identify patterns and get actionable insights.
/errors # Batch analysis of historical error patterns
/debug # CC 2.1.30 real-time debug for current session| Command | Purpose | Scope |
|---|---|---|
/errors | Batch analysis of error patterns (last 24h/7d) | Historical patterns |
/debug | Real-time debug of current session state | Current session |
fix-issue | Full RCA workflow for specific bug | Single issue |
CC 2.1.169+: for errors that survive
/clearand restarts,claude --safe-modeboots with every customization disabled (CLAUDE.md/plugins/skills/hooks/MCP) — the one-step test that separates "ork/hook/MCP bug" from "CC bug" before deeper analysis.
# Run batch analysis on last 24h of errors
python .claude/scripts/analyze_errors.py
# Analyze last 7 days
python .claude/scripts/analyze_errors.py --days 7
# Generate markdown report
python .claude/scripts/analyze_errors.py --reportThe error collector hook captures:
Location: .claude/logs/errors.jsonl
Check learned patterns that trigger warnings:
cat .claude/rules/error_rules.json | jq '.rules[] | {id, signature, count: .occurrence_count}'| File | Purpose |
|---|---|
.claude/hooks/posttool/error-collector.sh | Captures errors to JSONL |
.claude/hooks/pretool/bash/error-pattern-warner.sh | Warns before risky commands |
.claude/scripts/analyze_errors.py | Batch pattern analysis |
.claude/rules/error_rules.json | Learned error patterns |
.claude/logs/errors.jsonl | Raw error log |
pattern: ECONNREFUSED|connection refused|ERR_CONNECTION_REFUSED|connect ECONNREFUSED
fix: The port may have changed or the service isn't running.
1. Check services: portless list (if installed)
2. Use named URLs: api.localhost instead of localhost:PORT
3. Fallback: lsof -iTCP -sTCP:LISTEN -nP | grep -E 'node|python|java'
4. Install Portless to avoid port guessing: npm i -g portless
pattern: ERR_CONNECTION_RESET|ECONNRESET|socket hang up
fix: Service may have crashed. Check process logs, restart the service,
and use agent-browser to verify the app is responding:
agent-browser open "https://myapp.localhost"pattern: role "X" does not exist
fix: Use Docker connection: docker exec -it orchestkit-postgres-dev psql -U orchestkit_user -d orchestkit_dev
pattern: relation "X" does not exist
fix: Check MCP postgres server connection string - may be connected to wrong databaseSince CC 2.1.98, hook errors show the first line of stderr directly in the transcript — no need for --debug:
pattern: hook.*error|hook.*failed|PreToolUse.*error
diagnosis: Read the stderr line shown in the transcript.
1. If path error → check CLAUDE_PLUGIN_ROOT is set
2. If JSON parse error → hook is returning invalid JSON
3. If timeout → hook exceeds 50ms budget (PreToolUse) or 100ms (PostToolUse)
4. If "module not found" → run: cd src/hooks && npm run buildork:fix-issue: Fix identified errorsdebug-investigator: Debug error root causesRules are auto-generated by analyze_errors.py when patterns repeat 2+ times.
For manual rules, edit .claude/rules/error_rules.json:
{
"id": "custom-001",
"pattern": "your regex pattern",
"signature": "human readable signature",
"tool": "Bash",
"occurrence_count": 1,
"fix_suggestion": "How to fix this"
}© yonatangross, 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 src/skills/errors of yonatangross/orchestkit.
Open the folder on GitHubat commit 02bbf9a
Errors 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 |
|---|---|---|---|---|---|---|
| Errors this skillyonatangross/orchestkit | 290 | — | ~1.2k | Automated safety check: Notes | MIT | |
| Graph-Based Bug Tracingtirth8205/code-review-graph | 32k | 1 repos | ~287 | Automated safety check: Pass | MIT | |
| Octocode Code Researchbgauryy/octocode | 949 | — | ~1.5k | Automated safety check: Pass | MIT | |
| Debugagentic-community/mcp-gateway-registry | 967 | — | ~1.8k | Automated safety check: Notes | Apache-2.0 | |
| Broken UI Debuggerreticlehq/reticle | 1.2k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| Self Healingpskoett/pskoett-ai-skills | 314 | — | ~5.3k | Automated safety check: Notes | None |
tirth8205/code-review-graph
Traces a bug through a code knowledge graph, following callers, callees and execution flow before opening source files, within a small token budget.
bgauryy/octocode
Researches code with evidence: traces callers, imports and cross-repo links, diagnoses failures and reports findings with exact file and line references and a confidence label.
agentic-community/mcp-gateway-registry
Debug issues in the MCP Gateway Registry using first-principles thinking.
reticlehq/reticle
Finds why a running web app misbehaves when the console is empty and the code looks fine, by reading the click, request, store and console together.
pskoett/pskoett-ai-skills
Active runtime recovery for coding agents: when something breaks mid-task, diagnose the root cause, write a fix, VERIFY by re-running the broken thing, then file a HEAL- entry to .learnings/HEALS.md…
jrhubott/adaptive-cover-pro
Root-cause a misbehaving Adaptive Cover Pro cover on a RUNNING Home Assistant install by pulling live diagnostics over the HA MCP, correlating against the recorder, proving the mechanism with a…
yonatangross/orchestkit
API contract design for REST and GraphQL, covering resource shape, URL and header versioning with deprecation windows, RFC 9457 Problem Details error handling, and OpenAPI specs.
yonatangross/orchestkit
ADR templates in the Nygard format with context, decision, consequences, and alternatives.
yonatangross/orchestkit
Single-pass codebase analysis leveraging a 1M-token context window for comprehensive security scanning, architecture review, and dependency auditing.
yonatangross/orchestkit
Structured review processes, conventional comments, language-specific checklists, and feedback templates.
yonatangross/orchestkit
Creates GitHub pull requests with pre-flight validation, conventional title formatting, and structured summary generation.
yonatangross/orchestkit
Multi-angle codebase exploration spawning 3-5 parallel agents for code structure, data flow, architecture patterns, and health assessment.
Works with
Categories
Error pattern analysis and troubleshooting for Claude Code sessions. Errors is an agent skill from yonatangross/orchestkit. Error pattern analysis and troubleshooting for Claude Code sessions.
Errors fits situations like: handling errors; fixing failures; troubleshooting session issues.
Run `npx skills add yonatangross/orchestkit --skill errors -a claude-code`. Or copy the skill folder (src/skills/errors in yonatangross/orchestkit) into .claude/skills/errors in your project. Claude Code loads it when a task matches its description.
Run `npx skills add yonatangross/orchestkit --skill errors -a codex`. Or copy the skill folder (src/skills/errors in yonatangross/orchestkit) into .agents/skills/errors 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 yonatangross/orchestkit --skill errors -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/errors, .gemini/skills/errors, .github/skills/errors and .opencode/skills/errors in your project.
Going by SKILL.md and its folder, Errors needs the command-line tools its instructions call (python, jq, npm and claude). Our summary lists: Python 3; Node.js; Docker. Its frontmatter pre-approves these tools: Read, Bash, Grep. Compatibility (from SKILL.md): Claude Code 2.1.277+. Requires memory MCP server..
SKILL.md contains no URLs. Its commands use 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 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.
Errors is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.2k tokens (SKILL.md is roughly 4.7k 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 Errors: Graph-Based Bug Tracing (tirth8205/code-review-graph, 32k stars), Octocode Code Research (bgauryy/octocode, 949 stars), Debug (agentic-community/mcp-gateway-registry, 967 stars) and Broken UI Debugger (reticlehq/reticle, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
yonatangross (a GitHub user) maintains it in yonatangross/orchestkit, which has 290 GitHub stars. The repository holds 108 skills in this directory. The repository was last updated on October 9, 2026.
Source: yonatangross/orchestkit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.