Issue Triage Loop
cobusgreyling/loop-engineering
Scans open GitHub issues and discussions, flags duplicates, scores priority and proposes labels into issue-triage-state.md without ever labeling or closing.
Implement a fix or feature from a GitHub, Jira, Linear, or other issue-tracker issue by fetching issue context, inspecting the current codebase, making code changes, validating them, opening a…
$ npx skills add bholmesdev/hubble.md --skill implementation -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install bholmesdev/hubble.md implementation --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/bholmesdev/hubble.md.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/implementation .claude/skills/implementation && 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 "implementation" agent skill from https://github.com/bholmesdev/hubble.md/tree/main/.agents/skills/implementation into .claude/skills/implementation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implementation", 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/bholmesdev/hubble.md/tree/main/.agents/skills/implementationType 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 bholmesdev/hubble.md --skill implementation -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install bholmesdev/hubble.md implementation --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bholmesdev/hubble.md.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/implementation .agents/skills/implementation && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "implementation" agent skill from https://github.com/bholmesdev/hubble.md/tree/main/.agents/skills/implementation into .agents/skills/implementation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implementation", 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 bholmesdev/hubble.md --skill implementation -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install bholmesdev/hubble.md implementation --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bholmesdev/hubble.md.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/implementation .cursor/skills/implementation && 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 "implementation" agent skill from https://github.com/bholmesdev/hubble.md/tree/main/.agents/skills/implementation into .cursor/skills/implementation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implementation", 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/bholmesdev/hubble.md.git --path .agents/skills/implementation--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 bholmesdev/hubble.md --skill implementation -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install bholmesdev/hubble.md implementation --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bholmesdev/hubble.md.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/implementation .gemini/skills/implementation && 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 "implementation" agent skill from https://github.com/bholmesdev/hubble.md/tree/main/.agents/skills/implementation into .gemini/skills/implementation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implementation", 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 bholmesdev/hubble.md implementationInstalls 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 bholmesdev/hubble.md --skill implementation -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/bholmesdev/hubble.md.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/implementation .github/skills/implementation && 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 "implementation" agent skill from https://github.com/bholmesdev/hubble.md/tree/main/.agents/skills/implementation into .github/skills/implementation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implementation", 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 bholmesdev/hubble.md --skill implementation -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install bholmesdev/hubble.md implementation --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bholmesdev/hubble.md.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/implementation .opencode/skills/implementation && 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 "implementation" agent skill from https://github.com/bholmesdev/hubble.md/tree/main/.agents/skills/implementation into .opencode/skills/implementation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implementation", 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.
implementationImplement a fix or feature from a GitHub, Jira, Linear, or other issue-tracker issue by fetching issue context, inspecting the current codebase, making code changes, validating them, opening a…
Implementation is an agent skill from bholmesdev/hubble.md. Implement a fix or feature from a GitHub, Jira, Linear, or other issue-tracker issue by fetching issue context, inspecting the current codebase, making code changes, validating them, opening a GitHub pull request, and reporting progress back to the original issue.
Its SKILL.md is about 2k 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 Development, covering Issue triage. It works with GitHub and Jira. The repository describes itself as: The best notepad for you and your agents. The licence is MIT.
8 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 571a523. 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:
ghFrom the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
warp.devFrom 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.
Implementation loads about 2k tokens when it runs. Until then it costs about 70 tokens; SKILL.md has 1,186 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 bholmesdev/hubble.md at commit 571a523, republished under its MIT licence (© bholmesdev). 1,186 words, ~2,049 tokens.
.claude/skills/implementation/SKILL.md (or your agent's skills folder).Implement the issue passed in the user's prompt and open a GitHub pull request with the fix or feature.
Expect the prompt to contain a link, key, or number for exactly one issue in an issue tracker. Use tracker context and the current checkout to understand the requested behavior before changing code.
Extract the issue URL, key, or number from the prompt. Determine whether it belongs to GitHub Issues, Jira, Linear, or another tracker.
Confirm the current checkout is the repository where the implementation should happen. If the prompt does not identify one issue unambiguously, ask for clarification before making changes.
For GitHub Issues, post a short status comment before doing implementation work so issue subscribers know an agent has started.
Use the authenticated gh CLI when available. Include:
Use an Oz run URL or Oz session URL from the agent runtime, action output, environment, or logs. Do not use a GitHub Actions workflow URL as the follow-along link. If no Oz run or session link is available yet, say that the Oz follow-along link is not available yet rather than substituting another URL, and continue implementation.
Keep this comment concise.
Use the best available integration in this order:
ghFetch:
Do not implement solely from the issue title. Do not expose credentials or secrets while fetching tracker data.
If tracker context is missing critical implementation details, post a concise blocker comment with the specific missing information and stop instead of guessing.
Search and read the codebase to understand the affected feature, behavior, terminology, and likely implementation area.
Assess:
Post a brief progress comment if this investigation reveals a materially useful implementation area, for example: "I found the relevant editor state flow in src/... and am implementing the change there." Do not post internal reasoning, speculative details, secrets, or raw command output. Do not describe the implementation as complete until a pull request has been opened and you can include the PR URL.
Make the smallest cohesive change that satisfies the issue.
Follow existing code style and architecture. Update tests, fixtures, docs, or configuration when they are part of the expected behavior. Do not bundle unrelated refactors, formatting churn, dependency upgrades, or opportunistic cleanup into the PR.
If the issue turns out to be much larger or more ambiguous than expected, stop and comment with a concise recommendation rather than producing a risky partial implementation.
Run the most relevant validation commands for the repository. Prefer commands documented in README, package scripts, CI config, Makefiles, or existing workflow files.
At minimum, attempt:
Then verify the change end-to-end with the repo's verification skills. Passing typechecks and unit tests is not sufficient for user-facing changes:
.agents/skills/test-desktop-app/SKILL.md: run the app with CDP enabled, drive the changed flow in the real renderer (click controls, type, inspect DOM state), and confirm the issue's expected behavior visibly works. Capture a screenshot of the working flow when practical and include it in the PR.?test=1 as described in AGENTS.md and drive the changed flow the same way..agents/skills/simplify/SKILL.md.If end-to-end verification is not possible in the current environment (for example the app cannot launch), say so explicitly in the PR with what was attempted; do not imply the flow was exercised.
If a validation command fails, investigate and fix failures caused by your changes. If failures appear unrelated or require external services, report them clearly in the PR and issue comment with enough detail for a reviewer to reproduce.
Create a descriptive branch for the implementation, such as fix/issue-123-short-title or feature/issue-123-short-title.
Commit only the intended changes. Use a clear commit message. When committing, include:
Co-Authored-By: Warp Factory Agent <oz-agent@warp.dev>
Push the branch and open a GitHub pull request against the repository's default branch using the authenticated gh CLI. Capture the PR URL returned by gh pr create; this URL is required before posting final success back to the issue.
The PR description should include:
Associate the PR with the issue in GitHub:
Closes #123 or Fixes #123.Related to #123, and explain the remaining work.After creating the PR, verify that you have a real PR URL. If gh pr create fails, do not post a success comment. Instead, fix the failure if possible, or post a blocker comment explaining that the implementation branch exists but PR creation failed.
Only after opening the PR, post a final comment on the original issue with:
The final issue comment must include the PR URL. A comment that says implementation is complete or that a PR will be opened later is not acceptable.
If no PR was created, post why implementation did not proceed and what concrete next step is needed. Do not describe this as a successful implementation.
© bholmesdev, 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 .agents/skills/implementation of bholmesdev/hubble.md.
Open the folder on GitHubat commit 571a523
Implementation 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 |
|---|---|---|---|---|---|---|
| Implementation this skillbholmesdev/hubble.md | 1.5k | — | ~2k | Automated safety check: Pass | MIT | |
| Issue Triage Loopcobusgreyling/loop-engineering | 11k | — | ~522 | Automated safety check: Pass | MIT | |
| Specwarpdotdev-demos/cloud-factory-demo | 320 | — | ~2.1k | Automated safety check: Pass | MIT | |
| Triage Findingvlinx-io/VelaTerm | 259 | — | ~6.9k | Automated safety check: Pass | MIT | |
| Triagewarpdotdev-demos/cloud-factory-demo | 320 | — | ~2.2k | Automated safety check: Pass | MIT | |
| Mfs Findzilliztech/mfs | 150 | — | ~4k | Automated safety check: Pass | Apache-2.0 |
cobusgreyling/loop-engineering
Scans open GitHub issues and discussions, flags duplicates, scores priority and proposes labels into issue-triage-state.md without ever labeling or closing.
warpdotdev-demos/cloud-factory-demo
Coordinate spec-driven development for a GitHub, Jira, Linear, or other issue-tracker issue marked ready-to-spec by using write-product-spec and write-tech-spec, creating PRODUCT.md and TECH.md…
vlinx-io/VelaTerm
A skill your agent uses when the user supplies or imports existing security findings, vulnerability reports, or security/vulnerability Jira/Linear tickets from scanners, advisories, GitHub…
warpdotdev-demos/cloud-factory-demo
Triage an incoming GitHub, Jira, Linear, or other issue-tracker issue against the current codebase and related open issues, then return a structured decision with exactly one…
zilliztech/mfs
Search, grep, browse, and read across registered MFS data sources via the mfs CLI — codebases, docs, PDFs, web crawls, databases (postgres/mysql/mongo/snowflake/bigquery), issue trackers…
warpdotdev-demos/cloud-factory-demo
Implement a fix or feature from a GitHub, Jira, Linear, or other issue-tracker issue by fetching issue context, inspecting the current codebase, making code changes, validating them, verifying…
bholmesdev/hubble.md
Add a user-facing entry to CHANGELOG.md for work that just landed.
bholmesdev/hubble.md
Review a pull request or local branch diff for correctness, security, lifecycle, error handling, tests, and meaningful performance risks.
bholmesdev/hubble.md
Triage an incoming GitHub, Jira, Linear, or other issue-tracker issue against the current codebase and related issues, then return a structured decision with exactly one triage state.
bholmesdev/hubble.md
Use this skill automatically when you feel your code is ready for human review, and whenever writing or reviewing code comments.
bholmesdev/hubble.md
Write a PRODUCT.md spec for a significant Hubble user-facing feature, focused only on user experience and observable behavior.
bholmesdev/hubble.md
Write a TECH.md spec for a significant Hubble feature after researching the monorepo architecture.
Categories
Implement a fix or feature from a GitHub, Jira, Linear, or other issue-tracker issue by fetching issue context, inspecting the current codebase, making code changes, validating them, opening a…. md. Implement a fix or feature from a GitHub, Jira, Linear, or other issue-tracker issue by fetching issue context, inspecting the current codebase, making code changes, validating them, opening a GitHub pull request, and reporting progress back to the original issue.
Implementation fits situations like: tasks that involve Issue triage.
Run `npx skills add bholmesdev/hubble.md --skill implementation -a claude-code`. Or copy the skill folder (.agents/skills/implementation in bholmesdev/hubble.md) into .claude/skills/implementation in your project. Claude Code loads it when a task matches its description.
Run `npx skills add bholmesdev/hubble.md --skill implementation -a codex`. Or copy the skill folder (.agents/skills/implementation in bholmesdev/hubble.md) into .agents/skills/implementation 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 bholmesdev/hubble.md --skill implementation -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/implementation, .gemini/skills/implementation, .github/skills/implementation and .opencode/skills/implementation in your project.
Going by SKILL.md and its folder, Implementation needs the command-line tools its instructions call (gh).
SKILL.md names 1 domain. As links in the text: warp.dev. 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.
Implementation is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2k tokens (SKILL.md is roughly 8.2k 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 Implementation: Issue Triage Loop (cobusgreyling/loop-engineering, 11k stars), Spec (warpdotdev-demos/cloud-factory-demo, 320 stars), Triage Finding (vlinx-io/VelaTerm, 259 stars) and Triage (warpdotdev-demos/cloud-factory-demo, 320 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
bholmesdev (a GitHub user) maintains it in bholmesdev/hubble.md, which has 1,483 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on October 1, 2026.
Source: bholmesdev/hubble.md on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.