Hunk Release Workflow
modem-dev/hunk
Maintainer workflow for preparing, publishing, verifying and curating Hunk releases, with confirmation gates before tags, publishes and public edits.
Computes DORA delivery-performance metrics from git and GitHub API.
Install Dora Metrics
$ npx skills add athola/claude-night-market --skill dora-metrics -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install athola/claude-night-market dora-metrics --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/minister/skills/dora-metrics .claude/skills/dora-metrics && 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 "dora-metrics" agent skill from https://github.com/athola/claude-night-market/tree/master/plugins/minister/skills/dora-metrics into .claude/skills/dora-metrics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dora-metrics", 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/minister/skills/dora-metricsType 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 dora-metrics -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install athola/claude-night-market dora-metrics --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/minister/skills/dora-metrics .agents/skills/dora-metrics && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "dora-metrics" agent skill from https://github.com/athola/claude-night-market/tree/master/plugins/minister/skills/dora-metrics into .agents/skills/dora-metrics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dora-metrics", 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 dora-metrics -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install athola/claude-night-market dora-metrics --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/minister/skills/dora-metrics .cursor/skills/dora-metrics && 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 "dora-metrics" agent skill from https://github.com/athola/claude-night-market/tree/master/plugins/minister/skills/dora-metrics into .cursor/skills/dora-metrics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dora-metrics", 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/minister/skills/dora-metrics--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 dora-metrics -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install athola/claude-night-market dora-metrics --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/minister/skills/dora-metrics .gemini/skills/dora-metrics && 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 "dora-metrics" agent skill from https://github.com/athola/claude-night-market/tree/master/plugins/minister/skills/dora-metrics into .gemini/skills/dora-metrics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dora-metrics", 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 dora-metricsInstalls 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 dora-metrics -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/minister/skills/dora-metrics .github/skills/dora-metrics && 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 "dora-metrics" agent skill from https://github.com/athola/claude-night-market/tree/master/plugins/minister/skills/dora-metrics into .github/skills/dora-metrics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dora-metrics", 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 dora-metrics -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 dora-metrics --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/minister/skills/dora-metrics .opencode/skills/dora-metrics && 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 "dora-metrics" agent skill from https://github.com/athola/claude-night-market/tree/master/plugins/minister/skills/dora-metrics into .opencode/skills/dora-metrics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dora-metrics", 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
dora-metrics- GitHub stars
- 341
- Token cost
- ~1.2k tokens
- SKILL.md length
- 456 words
- Files
- 3
- Skills in repo
- 152
- Repo updated
- First seen
- Licence
- MIT
At a glance
Computes DORA delivery-performance metrics from git and GitHub API.
- Works in 5 steps: Run the helper script with the desired… → Read the output: per-metric value, tier… → For agentic-workflow audits, run the… → …
- Assessing deployment frequency
- SKILL.md covers Purpose, When To Use, When Not to Use and Workflow, plus 6 more sections
- Calls python3 and cargo
What it does
Dora Metrics is an agent skill from athola/claude-night-market. Computes DORA delivery-performance metrics from git and GitHub API. Use when assessing deployment frequency, lead time, or change failure rate.
Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files (for example `modules/agentic-workflow-signals.md` and `modules/thresholds.md`).
It sits in Development, covering OKRs and executive reporting and Git workflow. 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
- Assessing deployment frequency
- Change failure rate
Example prompts
- “Use the dora-metrics skill to compute DORA delivery-performance metrics from git and GitHub API”
- “/dora-metrics”
Requirements
- Python 3
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Run the helper script with the desired window
- Read the output: per-metric value, tier classification, and the
- For agentic-workflow audits, run the same window twice. Once
- Optionally pipe --json into the tracker so trend data persists
- Optionally render trend charts with kuva when reviewing multiple
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:
python3cargo
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
github.com
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
Dora Metrics loads about 1.2k tokens when it runs. Until then it costs about 39 tokens; SKILL.md has 456 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). 456 words, ~1,167 tokens.
Download SKILL.mdSave it as
.claude/skills/dora-metrics/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.- name
- dora-metrics
- description
- Computes DORA delivery-performance metrics from git and GitHub API. Use when assessing deployment frequency, lead time, or change failure rate.
- alwaysApply
- false
- category
- governance
- tags
- dora, metrics, delivery, engineering-management, github
- provides.governance
- dora-tier, delivery-bottleneck
- provides.reporting
- dora-report, tier-classification
- usage_patterns
- delivery-retro, agentic-pipeline-audit, release-health-input
- complexity
- intermediate
- model_hint
- standard
- estimated_tokens
- 800
- progressive_loading
- true
DORA Metrics
Purpose
Compute the four DORA delivery-performance metrics (Deployment Frequency, Lead Time for Changes, Change Failure Rate, and Time to Restore Service) from local git history and the GitHub API. Classify each metric into Elite, High, Medium, or Low using thresholds from DORA's State of DevOps research, and surface the single weakest dimension as the next improvement target.
When To Use
- Engineering management retrospectives and quarterly reviews.
- Auditing whether agentic workflows (AI-assisted PRs, automated deploys) improve velocity and stability or quietly regress them.
- Feeding a tier signal into
minister:release-health-gates.
When Not to Use
- Single-team velocity tracking that needs story-point burndowns rather than delivery-performance evidence.
- Repositories without a clear production branch or release cadence; DORA assumes one.
Workflow
Run the helper script with the desired window:
bash python3 -m minister.dora_metrics --window 30 --branch mainRead the output: per-metric value, tier classification, and the bottleneck pointer.
For agentic-workflow audits, run the same window twice. Once filtering to AI-authored PRs (e.g.,
--failure-label ai-bug), once across all PRs. Compare the CFR delta. Seemodules/agentic-workflow-signals.md.Optionally pipe
--jsoninto the tracker so trend data persists alongsiderelease-health-gatessnapshots.Optionally render trend charts with kuva when reviewing multiple windows or comparing before/after an agentic-workflow change:
bash # Collect weekly snapshots into a TSV, then plot all four metrics # week<TAB>metric<TAB>value kuva line trends.tsv --x week --y value --color-by metric \ --title "DORA trends (30-day windows)" -o dora-trends.svg # Quick terminal preview without writing a file kuva line trends.tsv --x week --y value --color-by metric --terminalkuva reads TSV/CSV from stdin or a file path. Install once:
cargo install kuva --features cli. No project source changes required. See kuva for the full plot-type reference.
Inputs
| Flag | Default | Meaning |
|---|---|---|
--window | 30 | Measurement window in days |
--branch | HEAD | Production branch |
--failure-label | bug | GitHub label marking prod failures |
--json | off | Emit JSON instead of human-readable |
--repo-path | cwd | Repository directory |
Show full SKILL.md (199 more words)Show less
Outputs
A short text report or JSON payload with:
- Per-metric numeric value (e.g.,
4.2/day,2.1 hours,8%). - Per-metric tier (Elite, High, Medium, Low).
- Overall tier (the weakest of the four).
- Bottleneck key, identifying which metric to focus improvement on.
Tier Thresholds
See modules/thresholds.md for the complete table. Brief summary:
| Metric | Elite | High | Medium | Low |
|---|---|---|---|---|
| DF | >= 1/day | >= 1/week | >= 1/month | < 1/month |
| LT | <= 1 day | <= 1 week | <= 1 month | > 1 month |
| CFR | <= 15% | <= 30% | <= 45% | > 45% |
| TRS | < 1 hour | < 1 day | < 1 week | >= 1 week |
Verification
Confirm a DORA report is real by re-running the script over a
narrower window and checking that DF and LT scale predictably. For
CFR and TRS, sample two or three of the contributing GitHub issues
and verify the bug (or chosen) label is correct on each.
Testing
Unit tests live in
plugins/minister/tests/unit/test_dora_metrics.py. Each tier
boundary is exercised at the threshold, so future contributors who
adjust an inequality (> vs >=) trigger a failure rather than a
silent regression. Add new tests at the threshold when extending
classification logic.
Exit Criteria
- DORA report generated for the requested window.
- All four metrics classified into a tier.
- Bottleneck dimension surfaced.
- Output is readable in a terminal or as a PR comment.
© 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 2 other files in plugins/minister/skills/dora-metrics of athola/claude-night-market.
- SKILL.md
- modules/agentic-workflow-signals.md
- modules/thresholds.md
Open the folder on GitHubat commit 9f3eb00
Compare with similar skills
Dora Metrics 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 |
|---|---|---|---|---|---|---|
| Dora Metrics this skillathola/claude-night-market | 341 | — | ~1.2k | Automated safety check: Pass | MIT | |
| Hunk Release Workflowmodem-dev/hunk | 9.6k | — | ~3.8k | Automated safety check: Pass | MIT | |
| Ansible Backport Creatoransible/ansible | 71k | — | ~1.2k | Automated safety check: Pass | GPL-3.0 | |
| Worktrunk Release Workflowmax-sixty/worktrunk | 9.2k | — | ~7.5k | Automated safety check: Pass | Custom licence | |
| Git Gh Pat AuthNEventStore/NEventStore | 1.6k | — | ~828 | Automated safety check: Pass | MIT | |
| ZCF Release AutomationUfoMiao/zcf | 6.1k | — | ~3.4k | Automated safety check: Pass | MIT |
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Related
Questions about Dora Metrics
What does Dora Metrics do?
Computes DORA delivery-performance metrics from git and GitHub API. Dora Metrics is an agent skill from athola/claude-night-market. Computes DORA delivery-performance metrics from git and GitHub API.
When should I use Dora Metrics?
Dora Metrics fits situations like: assessing deployment frequency; change failure rate.
How do I install Dora Metrics in Claude Code?
Run `npx skills add athola/claude-night-market --skill dora-metrics -a claude-code`. Or copy the skill folder (plugins/minister/skills/dora-metrics in athola/claude-night-market) into .claude/skills/dora-metrics in your project. Claude Code loads it when a task matches its description.
How do I install Dora Metrics in Codex?
Run `npx skills add athola/claude-night-market --skill dora-metrics -a codex`. Or copy the skill folder (plugins/minister/skills/dora-metrics in athola/claude-night-market) into .agents/skills/dora-metrics in your project. Codex loads it when a task matches its description.
Can I use Dora Metrics 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 dora-metrics -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/dora-metrics, .gemini/skills/dora-metrics, .github/skills/dora-metrics and .opencode/skills/dora-metrics in your project.
What does Dora Metrics need to run?
Going by SKILL.md and its folder, Dora Metrics needs the command-line tools its instructions call (python3 and cargo). Our summary lists: Python 3.
Does Dora Metrics access the network?
SKILL.md names 1 domain. As links in the text: github.com. This is read from the text; nothing was executed.
Is Dora Metrics 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 Dora Metrics use?
Dora Metrics 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 Dora Metrics use?
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.
What are the alternatives to Dora Metrics?
Skills that share tags, products or a category with Dora Metrics: Hunk Release Workflow (modem-dev/hunk, 9.6k stars), Ansible Backport Creator (ansible/ansible, 71k stars), Worktrunk Release Workflow (max-sixty/worktrunk, 9.2k stars) and Git Gh Pat Auth (NEventStore/NEventStore, 1.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Dora Metrics?
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.