Context Mode Ops
mksglu/context-mode
Runs maintenance for the context-mode project with parallel subagents: issue triage, PR review, releases, bug fixes, announcements and branch syncing.
Autonomous 9-agent swarm that continuously contributes to open source projects on GitHub.
Install Oss Contributor Swarm
$ npx skills add happycapy-ai/Happycapy-skills --skill oss-contributor-swarm -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install happycapy-ai/Happycapy-skills oss-contributor-swarm --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/happycapy-ai/Happycapy-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/oss-contributor-swarm .claude/skills/oss-contributor-swarm && 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 "oss-contributor-swarm" agent skill from https://github.com/happycapy-ai/Happycapy-skills/tree/main/skills/oss-contributor-swarm into .claude/skills/oss-contributor-swarm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "oss-contributor-swarm", 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/happycapy-ai/Happycapy-skills/tree/main/skills/oss-contributor-swarmType 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 happycapy-ai/Happycapy-skills --skill oss-contributor-swarm -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install happycapy-ai/Happycapy-skills oss-contributor-swarm --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/happycapy-ai/Happycapy-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/oss-contributor-swarm .agents/skills/oss-contributor-swarm && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "oss-contributor-swarm" agent skill from https://github.com/happycapy-ai/Happycapy-skills/tree/main/skills/oss-contributor-swarm into .agents/skills/oss-contributor-swarm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "oss-contributor-swarm", 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 happycapy-ai/Happycapy-skills --skill oss-contributor-swarm -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install happycapy-ai/Happycapy-skills oss-contributor-swarm --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/happycapy-ai/Happycapy-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/oss-contributor-swarm .cursor/skills/oss-contributor-swarm && 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 "oss-contributor-swarm" agent skill from https://github.com/happycapy-ai/Happycapy-skills/tree/main/skills/oss-contributor-swarm into .cursor/skills/oss-contributor-swarm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "oss-contributor-swarm", 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/happycapy-ai/Happycapy-skills.git --path skills/oss-contributor-swarm--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 happycapy-ai/Happycapy-skills --skill oss-contributor-swarm -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install happycapy-ai/Happycapy-skills oss-contributor-swarm --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/happycapy-ai/Happycapy-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/oss-contributor-swarm .gemini/skills/oss-contributor-swarm && 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 "oss-contributor-swarm" agent skill from https://github.com/happycapy-ai/Happycapy-skills/tree/main/skills/oss-contributor-swarm into .gemini/skills/oss-contributor-swarm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "oss-contributor-swarm", 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 happycapy-ai/Happycapy-skills oss-contributor-swarmInstalls 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 happycapy-ai/Happycapy-skills --skill oss-contributor-swarm -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/happycapy-ai/Happycapy-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/oss-contributor-swarm .github/skills/oss-contributor-swarm && 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 "oss-contributor-swarm" agent skill from https://github.com/happycapy-ai/Happycapy-skills/tree/main/skills/oss-contributor-swarm into .github/skills/oss-contributor-swarm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "oss-contributor-swarm", 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 happycapy-ai/Happycapy-skills --skill oss-contributor-swarm -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install happycapy-ai/Happycapy-skills oss-contributor-swarm --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/happycapy-ai/Happycapy-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/oss-contributor-swarm .opencode/skills/oss-contributor-swarm && 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 "oss-contributor-swarm" agent skill from https://github.com/happycapy-ai/Happycapy-skills/tree/main/skills/oss-contributor-swarm into .opencode/skills/oss-contributor-swarm/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "oss-contributor-swarm", 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
oss-contributor-swarm- GitHub stars
- 137
- Token cost
- ~542 tokens
- SKILL.md length
- 186 words
- Files
- 36 (incl. scripts)
- Skills in repo
- 28
- Repo updated
- First seen
- Licence
- MIT
At a glance
Autonomous 9-agent swarm that continuously contributes to open source projects on GitHub.
- Works in 9 steps: Qualifies repositories for… → Finds suitable "good first issues" → Analyzes requirements → …
- Tasks that involve Multi-agent orchestration
- SKILL.md covers Quick Start, Prerequisites, Key Features and Configuration, plus 1 more section
- Runs Python scripts from its folder
What it does
Oss Contributor Swarm is an agent skill from happycapy-ai/Happycapy-skills. Autonomous 9-agent swarm that continuously contributes to open source projects on GitHub. Finds good-first-issues, analyzes requirements, writes code/tests/docs, creates PRs, and responds to reviews - all automatically with learning.
Its SKILL.md is about 540 tokens, which your agent loads only when the skill is triggered. The skill folder holds 38 other files, including scripts (for example `README.md`, `agents/agent-0-repo-qualifier.md` and `agents/agent-0-strategic-planner.md`).
It sits in Agent Workflows, covering Multi-agent orchestration. It works with GitHub. The repository describes itself as: A curated collection of high-quality Claude Code skills to enhance your development workflow. The licence is MIT.
When your agent uses it
- Tasks that involve Multi-agent orchestration
Example prompts
- “/oss-contributor-swarm”
Requirements
- Python 3
Workflow steps
9 steps, taken from the first numbered list in SKILL.md.
- Qualifies repositories for contribution-friendliness
- Finds suitable "good first issues"
- Analyzes requirements
- Clones and understands codebases
- Writes fixes/features
- Adds tests (if needed)
- Updates documentation (if needed)
- Creates professional pull requests
- Responds to review feedback automatically
What it can do on your machine
Read from SKILL.md and the folder at commit 9ff72fe. 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
Ships 1 file in scripts/ (Python, from the files we listed), which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
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
Oss Contributor Swarm loads about 542 tokens when it runs. Until then it costs about 64 tokens; SKILL.md has 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.
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); the scripts in this folder are not scanned.
SKILL.md
The full file from happycapy-ai/Happycapy-skills at commit 9ff72fe, republished under its MIT licence (© happycapy-ai). 186 words, ~542 tokens.
Download SKILL.mdSave it as
.claude/skills/oss-contributor-swarm/SKILL.md (or your agent's skills folder). This skill also uses 35 other files; get the full folder from GitHub.- name
- oss-contributor-swarm
- description
- Autonomous 9-agent swarm that continuously contributes to open source projects on GitHub. Finds good-first-issues, analyzes requirements, writes code/tests/docs, creates PRs, and responds to reviews - all automatically with learning.
- version
- 2.0.0
- author
- niveshdandyan
- triggers
- contribute to open source, oss contributor, open source swarm, automated contributions, github contributor bot, good first issue finder, pr automation
OSS Contributor Swarm Skill
"I don't just write PRs. I continuously contribute to open source while learning from every interaction."
This skill deploys a 9-agent swarm that autonomously:
- Qualifies repositories for contribution-friendliness
- Finds suitable "good first issues"
- Analyzes requirements
- Clones and understands codebases
- Writes fixes/features
- Adds tests (if needed)
- Updates documentation (if needed)
- Creates professional pull requests
- Responds to review feedback automatically
Quick Start
# Run a single contribution cycle
./scripts/run-swarm.sh single
# Run continuous 24/7 mode (target: 3-5 PRs/day)
./scripts/run-swarm.sh start
# View dashboard
./scripts/run-swarm.sh dashboardPrerequisites
- GitHub CLI (
gh) - authenticated - Claude Code CLI (
claude) jqandgit
Key Features
Continuous Mode
Runs 24/7, automatically finding and contributing to open source projects.
Learning System
Tracks success patterns and improves over time:
- Best issue types (typo, docs, tests)
- Best languages and repo sizes
- Maintainer preferences
- Auto-avoids problematic repos
Auto-Fix Reviews
Agent 8 can automatically fix simple review requests:
- Typos, style, formatting → Auto-fix
- Logic changes → Escalate to human
Configuration
Edit config/swarm-config.json to customize:
- Target daily PRs (default: 3-5)
- Max concurrent PRs (default: 3)
- Repo qualification criteria
- Learning parameters
Safety
- Never force pushes
- Respects CONTRIBUTING.md
- Max 5 files / 100 lines per PR
- Human approval for security changes
See README.md for full documentation.
© happycapy-ai, 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 35 other files (scripts) in skills/oss-contributor-swarm of happycapy-ai/Happycapy-skills.
- SKILL.md
- .gitignore
- LICENSE
- README.md
- agents/agent-0-repo-qualifier.md
- agents/agent-0-strategic-planner.md
- agents/agent-1-issue-scout.md
- agents/agent-2-issue-analyst.md
- agents/agent-3-codebase-explorer.md
- agents/agent-4-code-writer.md
- agents/agent-5-test-writer.md
- agents/agent-6-docs-writer.md
- agents/agent-7-pr-creator.md
- agents/agent-8-review-responder.md
- agents/agent-9-status-monitor.md
- config/swarm-config.json
- dashboard/dashboard-server.py
- dashboard/pr-dashboard.html
- … and 18 more
Open the folder on GitHubat commit 9ff72fe
Compare with similar skills
Oss Contributor Swarm 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 |
|---|---|---|---|---|---|---|
| Oss Contributor Swarm this skillhappycapy-ai/Happycapy-skills | 137 | — | ~542 | Automated safety check: Pass | MIT | |
| Context Mode Opsmksglu/context-mode | 26k | — | ~6k | Automated safety check: Pass | Custom licence | |
| PRP Workstream OrchestratorWirasm/prp | 2.3k | — | ~3.5k | Automated safety check: Pass | MIT | |
| Codex Issue Coordinatorowainlewis/blueprint | 412 | — | ~2.6k | Automated safety check: Pass | MIT | |
| agystack Runtime Setupjtaroreh/agystack | 112 | — | ~1.7k | Automated safety check: Pass | MIT | |
| Swarm Coordinationdralgorhythm/claude-agentic-framework | 125 | — | ~1.6k | Automated safety check: Pass | None |
Similar skills
PRP Workstream Orchestrator
Wirasm/prp
Coordinates several PRP workstreams in isolated Git worktrees from one session, verifying proof, holding merge gates and sequencing the merges.
Codex Issue Coordinator
owainlewis/blueprint
Lets one Codex thread run a batch of GitHub issues through separate worker threads, each with its own worktree, branch, tested pull request and gated merge.
agystack Runtime Setup
jtaroreh/agystack
Configures agystack's model tiers per role and its execution runtime, choosing between local subagents and Cloud Run jobs for large parallel swarms.
Swarm Coordination
dralgorhythm/claude-agentic-framework
Rules for several agents sharing one repository: an orchestrator tracks work in two tiers, workers write to scratch files, and every handoff leaves a pointer to an artifact.
Blueprint Construction Planner
affaan-m/ECC
Turns a one-line objective into a multi-step plan file with PR-sized steps, context briefs, a dependency graph, parallel-step detection and an adversarial review.
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Questions about Oss Contributor Swarm
What does Oss Contributor Swarm do?
Autonomous 9-agent swarm that continuously contributes to open source projects on GitHub. Oss Contributor Swarm is an agent skill from happycapy-ai/Happycapy-skills. Autonomous 9-agent swarm that continuously contributes to open source projects on GitHub.
When should I use Oss Contributor Swarm?
Oss Contributor Swarm fits situations like: tasks that involve Multi-agent orchestration.
How do I install Oss Contributor Swarm in Claude Code?
Run `npx skills add happycapy-ai/Happycapy-skills --skill oss-contributor-swarm -a claude-code`. Or copy the skill folder (skills/oss-contributor-swarm in happycapy-ai/Happycapy-skills) into .claude/skills/oss-contributor-swarm in your project. Claude Code loads it when a task matches its description.
How do I install Oss Contributor Swarm in Codex?
Run `npx skills add happycapy-ai/Happycapy-skills --skill oss-contributor-swarm -a codex`. Or copy the skill folder (skills/oss-contributor-swarm in happycapy-ai/Happycapy-skills) into .agents/skills/oss-contributor-swarm in your project. Codex loads it when a task matches its description.
Can I use Oss Contributor Swarm 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 happycapy-ai/Happycapy-skills --skill oss-contributor-swarm -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/oss-contributor-swarm, .gemini/skills/oss-contributor-swarm, .github/skills/oss-contributor-swarm and .opencode/skills/oss-contributor-swarm in your project.
What does Oss Contributor Swarm need to run?
Going by SKILL.md and its folder, Oss Contributor Swarm needs Python for the scripts in its folder. Our summary lists: Python 3.
Does Oss Contributor Swarm access the network?
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.
Is Oss Contributor Swarm 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Oss Contributor Swarm use?
Oss Contributor Swarm is published under the MIT licence (from the LICENSE file in the skill folder). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Oss Contributor Swarm use?
About 542 tokens (SKILL.md is roughly 2.2k 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 Oss Contributor Swarm?
Skills that share tags, products or a category with Oss Contributor Swarm: Context Mode Ops (mksglu/context-mode, 26k stars), PRP Workstream Orchestrator (Wirasm/prp, 2.3k stars), Codex Issue Coordinator (owainlewis/blueprint, 412 stars) and agystack Runtime Setup (jtaroreh/agystack, 112 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Oss Contributor Swarm?
happycapy-ai (a GitHub user) maintains it in happycapy-ai/Happycapy-skills, which has 137 GitHub stars. The repository holds 28 skills in this directory. The repository was last updated on September 3, 2026.
Source: happycapy-ai/Happycapy-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.