affaan-m/ECC

opensource-pipeline

Open-source pipeline: fork, sanitize, and package private projects for safe public release. Chains 3 agents (forker, sanitizer, packager). Triggers: '/opensource', 'open source this', 'make this public', 'prepare for open source'.

77CollectingWrites files
See how to use itView GitHub source
npx skills add https://github.com/affaan-m/ECC --skill "skills/opensource-pipeline"
Automated source guide

Source checked Jul 28, 2026·Refresh due Oct 26, 2026

Reorganized from the pinned upstream SKILL.md

Turn opensource-pipeline's source instructions into a guide you can follow

According to the pinned SKILL.md from affaan-m/ECC: Safely open-source any project through a 3-stage pipeline: Fork (strip secrets) → Sanitize (verify clean) → Package (CLAUDE.md + setup.sh + README).

npx skills add https://github.com/affaan-m/ECC --skill "skills/opensource-pipeline"
Check the pinned source

Best fit

  • Open-source pipeline: fork, sanitize, and package private projects for safe public release. Chains 3 agents (forker, sanitizer, packager). Triggers: '/opensource', 'open source this', 'make this public', 'prepare for open source'.

Bring this context

  • A concrete task that matches the documented purpose of opensource-pipeline.
  • The files, examples, or context the task depends on.
  • Your constraints, target environment, and definition of done.

Expected outputs

  • A result that follows the pinned opensource-pipeline instructions.
  • A concise record of assumptions, inputs used, and unresolved questions.
  • A final check against the source workflow and relevant permission signals.

Key source sections

Read opensource-pipeline through these 5 source sections

Sections are extracted automatically from the pinned SKILL.md and link back to the source.

01

Step 1: Gather Parameters

Resolve the project path. If PROJECT contains /, treat as a path (absolute or relative). Otherwise check: current working directory, $HOME/PROJECT, then ask the user.

SKILL.md · Step 1: Gather Parameters
"Which project?" (if not found)"License? (MIT / Apache-2.0 / GPL-3.0 / BSD-3-Clause)""GitHub org or username?" (default: detect via gh api user -q .login)
02

Step 2: Create Staging Directory

Review the “Step 2: Create Staging Directory” section in the pinned source before continuing.

SKILL.md · Step 2: Create Staging Directory
Review and apply the “Step 2: Create Staging Directory” source section.
03

Step 3: Run Forker Agent

Spawn the opensource-forker agent:

SKILL.md · Step 3: Run Forker Agent
Spawn the opensource-forker agent:Wait for completion. Read {STAGINGPATH}/FORKREPORT.md.
04

Step 4: Run Sanitizer Agent

Spawn the opensource-sanitizer agent:

SKILL.md · Step 4: Run Sanitizer Agent
If fix: Apply fixes, re-run sanitizer (maximum 3 retry attempts — after 3 FAILs, present all findings and ask user to fix manually)If abort: Clean up staging directorySpawn the opensource-sanitizer agent:

SkillSignal prompt templates

Provide the task, context, and acceptance criteria

These prompts were written by SkillSignal from the source structure; they are not upstream text.

Task-start prompt

Confirm source fit, inputs, and outputs before acting.

Use opensource-pipeline to help me with: [specific task]. Context: [files, data, or background]. Constraints: [environment, scope, and prohibited actions]. Before acting, check the pinned SKILL.md and explain which sections apply, what inputs are still missing, and what you will deliver.

Source-guided execution

Make the Agent explicitly follow the key extracted sections.

Apply the pinned opensource-pipeline source to [task]. Pay particular attention to these source sections: “Step 1: Gather Parameters”, “Step 2: Create Staging Directory”, “Step 3: Run Forker Agent”, “Step 4: Run Sanitizer Agent”, “Step 5: Run Packager Agent”. Preserve the important decision at each step. Mark facts not covered by the source as “needs confirmation” instead of inventing them. Then verify the result against my acceptance criteria: [criteria].

Result-review prompt

Check omissions, permissions, and source drift before delivery.

Review the current opensource-pipeline result: (1) does it satisfy the original task; (2) were any applicable steps or limits in the pinned SKILL.md missed; (3) did it perform any unauthorized file, command, network, or data action; and (4) which conclusions remain unverified? List issues first, then fix only what the source or user authorization supports.

Output checklist

Verify each item before delivery

The task matches the purpose documented in the SKILL.md.

The source section “Step 1: Gather Parameters” has been checked.

The source section “Step 2: Create Staging Directory” has been checked.

The source section “Step 3: Run Forker Agent” has been checked.

The source section “Step 4: Run Sanitizer Agent” has been checked.

Inputs, constraints, and acceptance criteria are explicit.

Unverified facts, compatibility, and outcome claims are clearly marked.

Any file, command, network, or data action has been reviewed.

Choose a different workflow

When another Skill is the better fit

opensource-pipeline

オープンソースパイプライン: プライベートプロジェクトをフォーク、サニタイズし、安全な公開リリースのためにパッケージ化する。3つのエージェント(フォーカー、サニタイザー、パッケージャー)を連鎖させる。トリガー: '/opensource'、'open source this'、'make this public'、'prepare for open source'。

A separate implementation from affaan-m/ECC; compare its source, maintenance signals, and permission requirements.

Open source detail

opensource-pipeline

开源流水线:fork、清理并打包私有项目以安全公开发布。串联3个代理(fork代理、清理代理、打包代理)。触发词:'/opensource'、'open source this'、'make this public'、'prepare for open source'。

A separate implementation from affaan-m/ECC; compare its source, maintenance signals, and permission requirements.

Open source detail

geofeed-tuner

Use this skill whenever the user mentions IP geolocation feeds, RFC 8805, geofeeds, or wants help creating, tuning, validating, or publishing a self-published IP geolocation feed in CSV format. Intended user audience is a network operator, ISP, mobile carrier, cloud provider, hosting company, IXP, or satellite provider asking about IP geolocation accuracy, or geofeed authoring best practices. Helps create, refine, and improve CSV-format IP geolocation feeds with opinionated recommendations beyon

A separate implementation from github/awesome-copilot; compare its source, maintenance signals, and permission requirements.

Open source detail

FAQ

What does opensource-pipeline do?

Safely open-source any project through a 3-stage pipeline: Fork (strip secrets) → Sanitize (verify clean) → Package (CLAUDE.md + setup.sh + README).

How do I start using opensource-pipeline?

The catalog detected this source-specific install command: npx skills add https://github.com/affaan-m/ECC --skill "skills/opensource-pipeline". Inspect the command and pinned source before running it.

Which Agent platforms does it declare?

No dedicated Agent platform is declared in the pinned source record.

Repository stars
234,327
Repository forks
35,711
Quality
77/100
Source repository last pushed

Quality breakdown

Based on traceable docs and repository signals; stars are not treated as quality.

77/100
Documentation28/30
Specificity14/25
Maintenance20/20
Trust signals15/25

Compare before choosing

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These links are selected from shared tasks, functions, stacks, platforms, and same-name variants. Compare the source owner, documentation, permissions, and maintenance signals.

opensource-pipeline by affaan-m

オープンソースパイプライン: プライベートプロジェクトをフォーク、サニタイズし、安全な公開リリースのためにパッケージ化する。3つのエージェント(フォーカー、サニタイザー、パッケージャー)を連鎖させる。トリガー: '/opensource'、'open source this'、'make this public'、'prepare for open source'。

opensource-pipeline by affaan-m

开源流水线:fork、清理并打包私有项目以安全公开发布。串联3个代理(fork代理、清理代理、打包代理)。触发词:'/opensource'、'open source this'、'make this public'、'prepare for open source'。

geofeed-tuner by github

Use this skill whenever the user mentions IP geolocation feeds, RFC 8805, geofeeds, or wants help creating, tuning, validating, or publishing a self-published IP geolocation feed in CSV format. Intended user audience is a network operator, ISP, mobile carrier, cloud provider, hosting company, IXP, or satellite provider asking about IP geolocation accuracy, or geofeed authoring best practices. Helps create, refine, and improve CSV-format IP geolocation feeds with opinionated recommendations beyon

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View original Skill.mdThis page is parsed directly from the repository SKILL.md without editorial rewriting. Collected: Jul 28, 2026 · about 3 min

Open-Source Pipeline Skill

Safely open-source any project through a 3-stage pipeline: Fork (strip secrets) → Sanitize (verify clean) → Package (CLAUDE.md + setup.sh + README).

When to Activate

  • User says "open source this project" or "make this public"
  • User wants to prepare a private repo for public release
  • User needs to strip secrets before pushing to GitHub
  • User invokes /opensource fork, /opensource verify, or /opensource package

Commands

CommandAction
/opensource fork PROJECTFull pipeline: fork + sanitize + package
/opensource verify PROJECTRun sanitizer on existing repo
/opensource package PROJECTGenerate CLAUDE.md + setup.sh + README
/opensource listShow all staged projects
/opensource status PROJECTShow reports for a staged project

Protocol

/opensource fork PROJECT

Full pipeline — the main workflow.

Step 1: Gather Parameters

Resolve the project path. If PROJECT contains /, treat as a path (absolute or relative). Otherwise check: current working directory, $HOME/PROJECT, then ask the user.

SOURCE_PATH="<resolved absolute path>"
STAGING_PATH="$HOME/opensource-staging/${PROJECT_NAME}"

Ask the user:

  1. "Which project?" (if not found)
  2. "License? (MIT / Apache-2.0 / GPL-3.0 / BSD-3-Clause)"
  3. "GitHub org or username?" (default: detect via gh api user -q .login)
  4. "GitHub repo name?" (default: project name)
  5. "Description for README?" (analyze project for suggestion)

Step 2: Create Staging Directory

mkdir -p $HOME/opensource-staging/

Step 3: Run Forker Agent

Spawn the opensource-forker agent:

Agent(
  description="Fork {PROJECT} for open-source",
  subagent_type="opensource-forker",
  prompt="""
Fork project for open-source release.

Source: {SOURCE_PATH}
Target: {STAGING_PATH}
License: {chosen_license}

Follow the full forking protocol:
1. Copy files (exclude .git, node_modules, __pycache__, .venv)
2. Strip all secrets and credentials
3. Replace internal references with placeholders
4. Generate .env.example
5. Clean git history
6. Generate FORK_REPORT.md in {STAGING_PATH}/FORK_REPORT.md
"""
)

Wait for completion. Read {STAGING_PATH}/FORK_REPORT.md.

Step 4: Run Sanitizer Agent

Spawn the opensource-sanitizer agent:

Agent(
  description="Verify {PROJECT} sanitization",
  subagent_type="opensource-sanitizer",
  prompt="""
Verify sanitization of open-source fork.

Project: {STAGING_PATH}
Source (for reference): {SOURCE_PATH}

Run ALL scan categories:
1. Secrets scan (CRITICAL)
2. PII scan (CRITICAL)
3. Internal references scan (CRITICAL)
4. Dangerous files check (CRITICAL)
5. Configuration completeness (WARNING)
6. Git history audit

Generate SANITIZATION_REPORT.md inside {STAGING_PATH}/ with PASS/FAIL verdict.
"""
)

Wait for completion. Read {STAGING_PATH}/SANITIZATION_REPORT.md.

If FAIL: Show findings to user. Ask: "Fix these and re-scan, or abort?"

  • If fix: Apply fixes, re-run sanitizer (maximum 3 retry attempts — after 3 FAILs, present all findings and ask user to fix manually)
  • If abort: Clean up staging directory

If PASS or PASS WITH WARNINGS: Continue to Step 5.

Step 5: Run Packager Agent

Spawn the opensource-packager agent:

Agent(
  description="Package {PROJECT} for open-source",
  subagent_type="opensource-packager",
  prompt="""
Generate open-source packaging for project.

Project: {STAGING_PATH}
License: {chosen_license}
Project name: {PROJECT_NAME}
Description: {description}
GitHub repo: {github_repo}

Generate:
1. CLAUDE.md (commands, architecture, key files)
2. setup.sh (one-command bootstrap, make executable)
3. README.md (or enhance existing)
4. LICENSE
5. CONTRIBUTING.md
6. .github/ISSUE_TEMPLATE/ (bug_report.md, feature_request.md)
"""
)

Step 6: Final Review

Present to user:

Open-Source Fork Ready: {PROJECT_NAME}

Location: {STAGING_PATH}
License: {license}
Files generated:
  - CLAUDE.md
  - setup.sh (executable)
  - README.md
  - LICENSE
  - CONTRIBUTING.md
  - .env.example ({N} variables)

Sanitization: {sanitization_verdict}

Next steps:
  1. Review: cd {STAGING_PATH}
  2. Create repo: gh repo create {github_org}/{github_repo} --public
  3. Push: git remote add origin ... && git push -u origin main

Proceed with GitHub creation? (yes/no/review first)

Step 7: GitHub Publish (on user approval)

cd "{STAGING_PATH}"
gh repo create "{github_org}/{github_repo}" --public --source=. --push --description "{description}"

/opensource verify PROJECT

Run sanitizer independently. Resolve path: if PROJECT contains /, treat as a path. Otherwise check $HOME/opensource-staging/PROJECT, then $HOME/PROJECT, then current directory.

Agent(
  subagent_type="opensource-sanitizer",
  prompt="Verify sanitization of: {resolved_path}. Run all 6 scan categories and generate SANITIZATION_REPORT.md."
)

/opensource package PROJECT

Run packager independently. Ask for "License?" and "Description?", then:

Agent(
  subagent_type="opensource-packager",
  prompt="Package: {resolved_path} ..."
)

/opensource list

ls -d $HOME/opensource-staging/*/

Show each project with pipeline progress (FORK_REPORT.md, SANITIZATION_REPORT.md, CLAUDE.md presence).


/opensource status PROJECT

cat $HOME/opensource-staging/${PROJECT}/SANITIZATION_REPORT.md
cat $HOME/opensource-staging/${PROJECT}/FORK_REPORT.md

Staging Layout

$HOME/opensource-staging/
  my-project/
    FORK_REPORT.md           # From forker agent
    SANITIZATION_REPORT.md   # From sanitizer agent
    CLAUDE.md                # From packager agent
    setup.sh                 # From packager agent
    README.md                # From packager agent
    .env.example             # From forker agent
    ...                      # Sanitized project files

Anti-Patterns

  • Never push to GitHub without user approval
  • Never skip the sanitizer — it is the safety gate
  • Never proceed after a sanitizer FAIL without fixing all critical findings
  • Never leave .env, *.pem, or credentials.json in the staging directory

Best Practices

  • Always run the full pipeline (fork → sanitize → package) for new releases
  • The staging directory persists until explicitly cleaned up — use it for review
  • Re-run the sanitizer after any manual fixes before publishing
  • Parameterize secrets rather than deleting them — preserve project functionality

Related Skills

See security-review for secret detection patterns used by the sanitizer.

Source repo
affaan-m/ECC
Skill path
skills/opensource-pipeline/SKILL.md
Commit SHA
4e973d3eaf92
Repository license
MIT
Data collected