Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/jpoutrin/product-forge/parallel-integratenpx skills add jpoutrin/product-forge --skill parallel-integrategit clone --depth 1 https://github.com/jpoutrin/product-forgeWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/jpoutrin/product-forge/parallel-integrate)<a href="https://agentmods.dev/skills/jpoutrin/product-forge/parallel-integrate"><img src="https://agentmods.dev/badge/skills/jpoutrin/product-forge/parallel-integrate.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00013 | $0.01964 |
| Opus 5 | $0.00006 | $0.00982 |
| Sonnet 5 | $0.00003 | $0.00393 |
| Haiku 4.5 | $0.00001 | $0.00196 |
Grade A, and why
parallel-integrate scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 354 lines — stays where its author put it; the contents beside it link to each section on GitHub.
parallel-integrate
Category: Parallel Development
Usage
/parallel-integrate [--parallel-dir <dir>] [--tech django|typescript|go]
Arguments
--parallel-dir: Optional - Path to parallel directory (auto-detects if single directory inparallel/)--tech: Optional - Technology stack for specific checks (default: auto-detect)
Purpose
Verify integration after all parallel agents complete their work. Checks contract compliance, boundary violations, runs tests, and generates an integration report.
Prerequisites
- All parallel tasks completed
- All feature branches merged to main (or ready to merge)
- Run after
/parallel-decomposeexecution
Execution Instructions for Claude Code
0. Determine Parallel Directory
If --parallel-dir provided:
- Use specified directory (e.g.,
parallel/TS-0042-inventory-system)
If not provided:
- Scan
parallel/for subdirectories - If single directory found, use it
- If multiple, list and ask user to specify
- If none, error with guidance
Read manifest.json from parallel directory:
PARALLEL_DIR="parallel/TS-0042-inventory-system"
cat "$PARALLEL_DIR/manifest.json"
1. Verify Branch Status
Check all task branches are complete:
# List task branches
git branch -a | grep feature/task-
# Check for unmerged branches
git branch --no-merged main | grep feature/task-
2. Merge Remaining Branches
If unmerged branches exist:
git checkout main
for branch in $(git branch --no-merged main | grep feature/task-); do
echo "Merging $branch..."
git merge $branch --no-edit
done
3. Technology-Specific Integration
For Django Projects
Migration Merge:
# Check for migration conflicts
python manage.py showmigrations | grep "\[ \]"
# If conflicts, merge migrations
python manage.py makemigrations --merge
# Apply all migrations
python manage.py migrate
Verification:
# Django system check
python manage.py check
# Run all tests
pytest
# Type checking
mypy apps/
# Linting
ruff check .
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2d ago First seen · 354 lines · 13 tokens per session scan A 8d03da6c08b3
parallel-integrate is a skill published in the GitHub repository jpoutrin/product-forge (15 stars, last pushed 6mo ago), licensed MIT. It adds 13 tokens to every session and 1,964 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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