Contributor-First PR Merge
HKUDS/OpenHarness
Merges external GitHub pull requests while keeping the original author credited, and fixes conflicts after the merge instead of rewriting the contribution.
Detects workflow failures and inefficient patterns then files GitHub issues.
Install Workflow Monitor
$ npx skills add athola/claude-night-market --skill workflow-monitor -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install athola/claude-night-market workflow-monitor --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/athola/claude-night-market.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/imbue/skills/workflow-monitor .claude/skills/workflow-monitor && 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 "workflow-monitor" agent skill from https://github.com/athola/claude-night-market/tree/master/plugins/imbue/skills/workflow-monitor into .claude/skills/workflow-monitor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "workflow-monitor", 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/athola/claude-night-market/tree/master/plugins/imbue/skills/workflow-monitorType 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 athola/claude-night-market --skill workflow-monitor -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install athola/claude-night-market workflow-monitor --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/athola/claude-night-market.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/imbue/skills/workflow-monitor .agents/skills/workflow-monitor && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "workflow-monitor" agent skill from https://github.com/athola/claude-night-market/tree/master/plugins/imbue/skills/workflow-monitor into .agents/skills/workflow-monitor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "workflow-monitor", 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 athola/claude-night-market --skill workflow-monitor -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install athola/claude-night-market workflow-monitor --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/athola/claude-night-market.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/imbue/skills/workflow-monitor .cursor/skills/workflow-monitor && 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 "workflow-monitor" agent skill from https://github.com/athola/claude-night-market/tree/master/plugins/imbue/skills/workflow-monitor into .cursor/skills/workflow-monitor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "workflow-monitor", 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/athola/claude-night-market.git --path plugins/imbue/skills/workflow-monitor--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 athola/claude-night-market --skill workflow-monitor -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install athola/claude-night-market workflow-monitor --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/athola/claude-night-market.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/imbue/skills/workflow-monitor .gemini/skills/workflow-monitor && 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 "workflow-monitor" agent skill from https://github.com/athola/claude-night-market/tree/master/plugins/imbue/skills/workflow-monitor into .gemini/skills/workflow-monitor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "workflow-monitor", 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 athola/claude-night-market workflow-monitorInstalls 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 athola/claude-night-market --skill workflow-monitor -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/athola/claude-night-market.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/imbue/skills/workflow-monitor .github/skills/workflow-monitor && 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 "workflow-monitor" agent skill from https://github.com/athola/claude-night-market/tree/master/plugins/imbue/skills/workflow-monitor into .github/skills/workflow-monitor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "workflow-monitor", 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 athola/claude-night-market --skill workflow-monitor -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install athola/claude-night-market workflow-monitor --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/athola/claude-night-market.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/imbue/skills/workflow-monitor .opencode/skills/workflow-monitor && 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 "workflow-monitor" agent skill from https://github.com/athola/claude-night-market/tree/master/plugins/imbue/skills/workflow-monitor into .opencode/skills/workflow-monitor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "workflow-monitor", 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.
Facts
- Skill name
workflow-monitor- GitHub stars
- 341
- Token cost
- ~1.6k tokens
- SKILL.md length
- 465 words
- Files
- 4
- Skills in repo
- 152
- Repo updated
- First seen
- Licence
- MIT
At a glance
Detects workflow failures and inefficient patterns then files GitHub issues.
- Works in 4 steps: Capture… → Analyze… → Report (workflow-monitor:report-generated) → …
- A workflow step repeatedly fails
- SKILL.md covers When NOT To Use, Philosophy, Quick Start and Detection Patterns, plus 9 more sections
- Calls gh
What it does
Workflow Monitor is an agent skill from athola/claude-night-market. Detects workflow failures and inefficient patterns then files GitHub issues. Use when a workflow step repeatedly fails or produces inconsistent output.
Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files (for example `modules/detection-patterns.md`, `modules/efficiency-metrics.md` and `modules/issue-templates.md`).
It sits in Development. It works with GitHub and Git. The repository describes itself as: 23 Claude Code plugins: TDD enforcement hooks, git/PR workflows, spec-driven development, code review, project lifecycle, fix-from-error, maintenance automation, context… The licence is MIT.
When your agent uses it
- A workflow step repeatedly fails
- Produces inconsistent output
Example prompts
- “Use the workflow-monitor skill to detect workflow failures and inefficient patterns then files GitHub issues”
- “/workflow-monitor”
Requirements
- Node.js
Workflow steps
4 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit 9f3eb00. It shows what the files ask for, not the result of running them.
Tool permissions
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.
Runs code
Shell commands in SKILL.md call:
gh
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use gh, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Workflow Monitor loads about 1.6k tokens when it runs. Until then it costs about 42 tokens; SKILL.md has 465 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.
Safety
Auto-check passed
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.
SKILL.md
The full file from athola/claude-night-market at commit 9f3eb00, republished under its MIT licence (© athola). 465 words, ~1,634 tokens.
Download SKILL.mdSave it as
.claude/skills/workflow-monitor/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.- name
- workflow-monitor
- description
- Detects workflow failures and inefficient patterns then files GitHub issues. Use when a workflow step repeatedly fails or produces inconsistent output.
- alwaysApply
- false
- category
- workflow-methodology
- tags
- workflow, monitoring, error-detection, efficiency, automation
- dependencies
- leyline:git-platform, imbue:proof-of-work, sanctum:workflow-improvement
- usage_patterns
- error-detection, efficiency-analysis, issue-creation
- complexity
- intermediate
- model_hint
- standard
- estimated_tokens
- 2500
- modules
- modules/detection-patterns.md, modules/issue-templates.md, modules/efficiency-metrics.md
When NOT To Use
- A one-off failure worth debugging directly (use
superpowers:systematic-debugging) - Rewriting the workflow's assets (use
sanctum:workflow-improvement)
Workflow Monitor
Monitor workflow executions for errors and inefficiencies, automatically creating issues on the detected git platform (GitHub/GitLab) for improvements. Check session context for git_platform: and use Skill(leyline:git-platform) for CLI command mapping.
Philosophy
Workflows should improve over time. When execution issues occur, capturing them systematically enables continuous improvement. This skill hooks into workflow execution to detect problems and propose fixes.
Quick Start
Manual Invocation
# After a failed workflow
/workflow-monitor --analyze-last
# Monitor a specific workflow execution
/workflow-monitor --session <session-id>
# Analyze efficiency of recent workflows
/workflow-monitor --efficiency-reportAutomatic Monitoring (via hooks)
When enabled, workflow-monitor observes execution and flags:
- Command failures (exit codes > 0)
- Timeout events
- Repeated retry patterns
- Context exhaustion
- Inefficient tool usage
Detection Patterns
Error Detection
| Pattern | Signal | Severity |
|---|---|---|
| Command failure | Exit code > 0 | High |
| Timeout | Exceeded timeout limit | High |
| Retry loop | Same command >3 times | Medium |
| Context exhaustion | >90% context used | Medium |
| Tool misuse | Wrong tool for task | Low |
Efficiency Detection
| Pattern | Signal | Threshold |
|---|---|---|
| Verbose output | >1000 lines from command | 500 lines recommended |
| Redundant reads | Same file read >2 times | 2 reads max |
| Sequential vs parallel | Independent tasks run sequentially | Should parallelize |
| Over-fetching | Read entire file when snippet needed | Use offset/limit |
Workflow
Phase 1: Capture (workflow-monitor:capture-complete)
- Log execution events - Commands, outputs, timing
- Tag anomalies - Failures, timeouts, inefficiencies
- Store evidence - For reproducibility
Phase 2: Analyze (workflow-monitor:analysis-complete)
- Classify issues - Error type, severity, scope
- Identify root cause - What triggered the issue
- Suggest fix - What would prevent recurrence
Phase 3: Report (workflow-monitor:report-generated)
- Generate issue body - Structured format
- Assign labels - workflow, bug, enhancement
- Link evidence - Command outputs, session info
Phase 4: Create Issue (workflow-monitor:issue-created)
- Check for duplicates - Search existing issues
- Create if unique - Via gh CLI
- Link to session - For traceability
Show full SKILL.md (180 more words)Show less
Issue Template
## Background
Detected during workflow execution on [DATE].
**Source:** [workflow name] session [session-id]
## Problem
[Description of the error or inefficiency]
**Evidence:**[Command that failed or was inefficient] [Output excerpt]
## Suggested Fix
[What should change to prevent this]
## Acceptance Criteria
- [ ] [Specific fix criterion]
- [ ] Tests added for new behavior
- [ ] Documentation updated
---
*Created automatically by workflow-monitor*Configuration
# .workflow-monitor.yaml
enabled: true
auto_create_issues: false # Require approval before creating
severity_threshold: "medium" # Only report medium+ severity
efficiency_threshold: 0.7 # Flag workflows below 70% efficiency
detection:
command_failures: true
timeouts: true
retry_loops: true
context_exhaustion: true
tool_misuse: true
efficiency:
verbose_output_limit: 500
max_file_reads: 2
parallel_detection: trueGuardrails
- No duplicate issues - Check existing issues before creating
- Approval required - Unless
auto_create_issues: true - Evidence required - Every issue must have reproducible evidence
- Rate limiting - Max 5 issues per session
Required TodoWrite Items
workflow-monitor:capture-completeworkflow-monitor:analysis-completeworkflow-monitor:report-generatedworkflow-monitor:issue-created(if issue created)
Integration Points
imbue:proof-of-work: Captures execution evidencesanctum:fix-workflow: Implements suggested fixes- Hooks: Can be triggered by session hooks for automatic monitoring
Output Format
Efficiency Report
## Workflow Efficiency Report
**Session:** [session-id]
**Duration:** 12m 34s
**Efficiency Score:** 0.72 (72%)
### Issues Detected
| Type | Count | Impact |
|------|-------|--------|
| Verbose output | 3 | Medium |
| Redundant reads | 2 | Low |
| Sequential tasks | 1 | Medium |
### Recommendations
1. Use `--quiet` flags for npm/pip commands
2. Cache file contents instead of re-reading
3. Parallelize independent file operations
### Create Issues?
- [ ] Issue 1: Verbose output from npm install
- [ ] Issue 2: Redundant file reads in validationRelated Skills
imbue:proof-of-work: Evidence capture methodologysanctum:fix-workflow: Workflow improvement command
Status: Skeleton implementation. Requires:
- Hook integration for automatic monitoring
- Efficiency scoring algorithm
- Duplicate detection logic
Exit Criteria
- All 4 TodoWrite phases completed:
capture-complete,analysis-complete,report-generated, and (if an issue is created)issue-created - Every issue filed contains reproducible evidence: the exact command that failed or was inefficient plus an output excerpt
- Duplicate check run via
gh issue list --searchbefore creating any issue; duplicate suppressed and existing issue URL reported instead - No more than 5 issues created per session regardless of how many anomalies are detected; rate limit enforced
© athola, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 3 other files in plugins/imbue/skills/workflow-monitor of athola/claude-night-market.
- SKILL.md
- modules/detection-patterns.md
- modules/efficiency-metrics.md
- modules/issue-templates.md
Open the folder on GitHubat commit 9f3eb00
Compare with similar skills
Workflow Monitor 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 |
|---|---|---|---|---|---|---|
| Workflow Monitor this skillathola/claude-night-market | 341 | — | ~1.6k | Automated safety check: Pass | MIT | |
| Contributor-First PR MergeHKUDS/OpenHarness | 16k | 1 repos | ~847 | Automated safety check: Pass | MIT | |
| Create Pull Requestcline/cline | 70k | 1 repos | ~1.6k | Automated safety check: Pass | Apache-2.0 | |
| Pull Request Title and Body Writeropeninterpreter/openinterpreter | 69k | 2 repos | ~1.1k | Automated safety check: Pass | Apache-2.0 | |
| Draft Release Notesjamiepine/voicebox | 57k | — | ~941 | Automated safety check: Pass | MIT | |
| PR Review State Fetchprisma/orm | 48k | — | ~767 | Automated safety check: Pass | Apache-2.0 |
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Categories
Questions about Workflow Monitor
What does Workflow Monitor do?
Detects workflow failures and inefficient patterns then files GitHub issues. Workflow Monitor is an agent skill from athola/claude-night-market. Detects workflow failures and inefficient patterns then files GitHub issues.
When should I use Workflow Monitor?
Workflow Monitor fits situations like: A workflow step repeatedly fails; produces inconsistent output.
How do I install Workflow Monitor in Claude Code?
Run `npx skills add athola/claude-night-market --skill workflow-monitor -a claude-code`. Or copy the skill folder (plugins/imbue/skills/workflow-monitor in athola/claude-night-market) into .claude/skills/workflow-monitor in your project. Claude Code loads it when a task matches its description.
How do I install Workflow Monitor in Codex?
Run `npx skills add athola/claude-night-market --skill workflow-monitor -a codex`. Or copy the skill folder (plugins/imbue/skills/workflow-monitor in athola/claude-night-market) into .agents/skills/workflow-monitor in your project. Codex loads it when a task matches its description.
Can I use Workflow Monitor in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add athola/claude-night-market --skill workflow-monitor -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/workflow-monitor, .gemini/skills/workflow-monitor, .github/skills/workflow-monitor and .opencode/skills/workflow-monitor in your project.
What does Workflow Monitor need to run?
Going by SKILL.md and its folder, Workflow Monitor needs the command-line tools its instructions call (gh). Our summary lists: Node.js.
Does Workflow Monitor access the network?
SKILL.md contains no URLs. Its commands use gh, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Workflow Monitor safe to install?
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.
What licence does Workflow Monitor use?
Workflow Monitor is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Workflow Monitor use?
About 1.6k tokens (SKILL.md is roughly 6.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Workflow Monitor?
Skills that share tags, products or a category with Workflow Monitor: Contributor-First PR Merge (HKUDS/OpenHarness, 16k stars), Create Pull Request (cline/cline, 70k stars), Pull Request Title and Body Writer (openinterpreter/openinterpreter, 69k stars) and Draft Release Notes (jamiepine/voicebox, 57k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Workflow Monitor?
athola (a GitHub user) maintains it in athola/claude-night-market, which has 341 GitHub stars. The repository holds 152 skills in this directory. The repository was last updated on October 9, 2026.
Source: athola/claude-night-market on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.