Subzeroclaw Contribute
genlayerlabs/subzeroclaw
Develop SubZeroClaw — the single-file ~550-line C agentic runtime.
Implement a feature from an existing design doc. An agent skill from janekbaraniewski/openusage.
$ npx skills add janekbaraniewski/openusage --skill implement-feature -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install janekbaraniewski/openusage implement-feature --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/janekbaraniewski/openusage.git skills-src && mkdir -p .claude/skills && cp -r skills-src/docs/skills/implement-feature .claude/skills/implement-feature && 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 "implement-feature" agent skill from https://github.com/janekbaraniewski/openusage/tree/main/docs/skills/implement-feature into .claude/skills/implement-feature/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implement-feature", 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/janekbaraniewski/openusage/tree/main/docs/skills/implement-featureType 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 janekbaraniewski/openusage --skill implement-feature -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install janekbaraniewski/openusage implement-feature --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/janekbaraniewski/openusage.git skills-src && mkdir -p .agents/skills && cp -r skills-src/docs/skills/implement-feature .agents/skills/implement-feature && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "implement-feature" agent skill from https://github.com/janekbaraniewski/openusage/tree/main/docs/skills/implement-feature into .agents/skills/implement-feature/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implement-feature", 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 janekbaraniewski/openusage --skill implement-feature -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install janekbaraniewski/openusage implement-feature --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/janekbaraniewski/openusage.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/docs/skills/implement-feature .cursor/skills/implement-feature && 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 "implement-feature" agent skill from https://github.com/janekbaraniewski/openusage/tree/main/docs/skills/implement-feature into .cursor/skills/implement-feature/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implement-feature", 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/janekbaraniewski/openusage.git --path docs/skills/implement-feature--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 janekbaraniewski/openusage --skill implement-feature -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install janekbaraniewski/openusage implement-feature --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/janekbaraniewski/openusage.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/docs/skills/implement-feature .gemini/skills/implement-feature && 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 "implement-feature" agent skill from https://github.com/janekbaraniewski/openusage/tree/main/docs/skills/implement-feature into .gemini/skills/implement-feature/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implement-feature", 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 janekbaraniewski/openusage implement-featureInstalls 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 janekbaraniewski/openusage --skill implement-feature -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/janekbaraniewski/openusage.git skills-src && mkdir -p .github/skills && cp -r skills-src/docs/skills/implement-feature .github/skills/implement-feature && 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 "implement-feature" agent skill from https://github.com/janekbaraniewski/openusage/tree/main/docs/skills/implement-feature into .github/skills/implement-feature/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implement-feature", 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 janekbaraniewski/openusage --skill implement-feature -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install janekbaraniewski/openusage implement-feature --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/janekbaraniewski/openusage.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/docs/skills/implement-feature .opencode/skills/implement-feature && 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 "implement-feature" agent skill from https://github.com/janekbaraniewski/openusage/tree/main/docs/skills/implement-feature into .opencode/skills/implement-feature/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implement-feature", 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.
implement-featureImplement a feature from an existing design doc. An agent skill from janekbaraniewski/openusage.
Implement Feature is an agent skill from janekbaraniewski/openusage. Implement a feature from an existing design doc. Reads the design, analyzes the codebase, validates assumptions via interactive quiz, plans execution with parallelization, implements tasks, and validates. Use after running /design-feature.
Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/execution-checklist.md`).
It sits in Education, covering Architecture decision records. It works with OpenRouter. The repository describes itself as: The one dashboard you’ve been looking for — track spend and usage across Claude, Cursor, OpenRouter, Copilot, Gemini, Codex, and more. The licence is MIT.
7 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit f76f3dd. 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:
gomakeFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
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.
Implement Feature loads about 2k tokens when it runs, and up to ~2.8k if it reads all its reference files. Until then it costs about 64 tokens; SKILL.md has 971 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 janekbaraniewski/openusage at commit f76f3dd, republished under its MIT licence (© janekbaraniewski). 971 words, ~1,955 tokens.
.claude/skills/implement-feature/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Invocation: When a user wants to implement a feature that has a design doc in docs/*_DESIGN.md. Always requires a design doc — if none exists, tell the user to run /design-feature first.
Input: Design doc path or feature name (resolved to docs/<NAME>_DESIGN.md).
docs/*_DESIGN.md for a match.For each affected subsystem, read the primary files from docs/skills/design-feature/references/subsystem-map.md.
For each implementation task, read every file listed under Files:. Note:
Summarize blockers or conflicts found (e.g., a type was renamed since the design was written). If any exist, flag them before proceeding.
After reading the codebase but before presenting the execution plan, surface ambiguities. Design docs cannot anticipate every integration detail. Present an interactive quiz covering:
Format: Present numbered questions with options (A/B/C) where possible. For open-ended questions, propose a default and ask for confirmation.
After the quiz:
Present a numbered execution plan derived from the design doc's tasks. For each task state:
Task N: <title>
Depends on: <task numbers or "none">
Files: <from design doc>
Approach: <1-2 sentences: what you'll do, in order>
Risk: <low/medium — flag anything non-trivial>After listing all tasks, identify parallel groups — sets of tasks with no mutual dependencies that can execute concurrently using agents:
Parallel group 1: Tasks 3, 4, 5 (all depend on Tasks 1-2 but not each other)
Sequential: Task 6 (depends on Tasks 3, 4) → Task 7 (depends on all)Note: Parallel execution uses separate agents that cannot see each other's changes. Each agent must be given complete context for its task. Integration verification (Phase 3d) is mandatory after every parallel group.
Ask: "Proceed with this plan?" Adjust if the user requests changes.
Execute tasks in dependency order. Tasks within the same parallel group MAY be executed concurrently using agents when the user requests it or when there are 3+ independent tasks.
go test ./<package>/... -count=1go test ./... unless explicitly asked.After each task:
go_diagnostics on all modified files.If a test fails, fix it before moving on. If a fix requires changing the design, flag it and ask the user.
After a parallel group completes, before starting the next group or task:
go build ./... to verify all parallel changes compile together.go test for all packages touched by any agent in the group.If the user requests changes to scope during implementation (e.g., adding cases, expanding a type, changing behavior):
After all tasks are complete:
make build — must succeed.go test <each changed package> -count=1 -racemake lintmake vetReport results. Fix any issues.
Present a completion summary:
## Implementation Summary
Design doc: <path>
Tasks completed: N/N
### Changes
| File | Change |
|------|--------|
| <file> | <what changed — one line each> |
### Tests added
- <test file>: <what's covered>
### Design doc updates
- <any changes made to the design doc during implementation>
### Notes
- <anything the user should know: design deviations, scope changes, follow-up items, etc.>go test ./... unless explicitly asked — test only changed packages.© janekbaraniewski, 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 1 other file (references) in docs/skills/implement-feature of janekbaraniewski/openusage.
Open the folder on GitHubat commit f76f3dd
Implement Feature 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 |
|---|---|---|---|---|---|---|
| Implement Feature this skilljanekbaraniewski/openusage | 217 | — | ~2k | Automated safety check: Pass | MIT | |
| Subzeroclaw Contributegenlayerlabs/subzeroclaw | 137 | — | ~1.1k | Automated safety check: Pass | MIT | |
| Yao Bayesian Skillyaojingang/yao-open-skills | 1.3k | — | ~956 | Automated safety check: Pass | MIT | |
| Doc Searchjellydn/my-ai-tools | 123 | — | ~1.4k | Automated safety check: Pass | MIT | |
| PR Design DocOpenHands/OpenHands | 90k | — | ~2.4k | Automated safety check: Pass | MIT | |
| Cto AdvisorIbrahim-3d/orchestrator-supaconductor | 380 | 4 repos | ~2.4k | Automated safety check: Pass | MIT |
genlayerlabs/subzeroclaw
Develop SubZeroClaw — the single-file ~550-line C agentic runtime.
yaojingang/yao-open-skills
Convert uncertain real-world choices into an auditable Bayesian evidence-to-action report with priors, evidence grading, posterior update, action thresholds, sensitivity checks, multi-turn decision…
jellydn/my-ai-tools
Search project documentation — ADRs, wiki entries, conventions via ripgrep, qmd, fff, and ctx
OpenHands/OpenHands
For a non-trivial pull request, write a self-contained HTML design doc under the temporary .pr/ directory and link a visibility-appropriate preview in the PR description, so maintainers grasp the…
Ibrahim-3d/orchestrator-supaconductor
Technical leadership guidance for engineering teams, architecture decisions, and technology strategy.
ywwynm/EverythingDone
Find deepening opportunities in a codebase, informed by the domain language in CONTEXT.md and the decisions in docs/adr/.
janekbaraniewski/openusage
Design new features for OpenUsage with structured design docs and implementation tasks.
janekbaraniewski/openusage
Review a design doc against the actual codebase, find inconsistencies, and quiz the user on needed fixes.
janekbaraniewski/openusage
Add new AI usage providers to the OpenUsage TUI dashboard. An agent skill from janekbaraniewski/openusage.
Works with
Categories
Implement a feature from an existing design doc. An agent skill from janekbaraniewski/openusage. Implement Feature is an agent skill from janekbaraniewski/openusage. Implement a feature from an existing design doc.
Implement Feature fits situations like: tasks that involve Architecture decision records.
Run `npx skills add janekbaraniewski/openusage --skill implement-feature -a claude-code`. Or copy the skill folder (docs/skills/implement-feature in janekbaraniewski/openusage) into .claude/skills/implement-feature in your project. Claude Code loads it when a task matches its description.
Run `npx skills add janekbaraniewski/openusage --skill implement-feature -a codex`. Or copy the skill folder (docs/skills/implement-feature in janekbaraniewski/openusage) into .agents/skills/implement-feature 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 janekbaraniewski/openusage --skill implement-feature -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/implement-feature, .gemini/skills/implement-feature, .github/skills/implement-feature and .opencode/skills/implement-feature in your project.
Going by SKILL.md and its folder, Implement Feature needs the command-line tools its instructions call (go and make).
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. 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.
Implement Feature 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 7.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 817 tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Implement Feature: Subzeroclaw Contribute (genlayerlabs/subzeroclaw, 137 stars), Yao Bayesian Skill (yaojingang/yao-open-skills, 1.3k stars), Doc Search (jellydn/my-ai-tools, 123 stars) and PR Design Doc (OpenHands/OpenHands, 90k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
janekbaraniewski (a GitHub user) maintains it in janekbaraniewski/openusage, which has 217 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on October 5, 2026.
Source: janekbaraniewski/openusage on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.