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 skills add QBall-Inc/the-bulwark --skill pipeline-templatesgit clone --depth 1 https://github.com/QBall-Inc/the-bulwarkWrote 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/qball-inc/the-bulwark/pipeline-templates)<a href="https://agentmods.dev/skills/qball-inc/the-bulwark/pipeline-templates"><img src="https://agentmods.dev/badge/skills/qball-inc/the-bulwark/pipeline-templates/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/qball-inc/the-bulwark/pipeline-templates"><img src="https://agentmods.dev/badge/skills/qball-inc/the-bulwark/pipeline-templates.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00000 | $0.03012 |
| Opus 5 | $0.00000 | $0.01506 |
| Sonnet 5 | $0.00000 | $0.00602 |
| Haiku 4.5 | $0.00000 | $0.00301 |
Grade A, and why
pipeline-templates 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 11d 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 — 266 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Pipeline Templates
Overview
This skill provides pre-defined F# pipe workflows for common multi-agent scenarios. Pipelines ensure:
- Deterministic orchestration: Consistent agent sequencing
- Hard validation: Block incorrect pipeline usage
- Progress tracking: Log all pipeline stages
- Model optimization: Right model for each stage
When to use: Multi-agent work requiring more than simple exploration.
When NOT to use: Single-agent tasks (explore, search, lookup) bypass pipeline validation automatically.
Pipeline Selection Guide
Choose the appropriate pipeline based on your task:
Is this a multi-agent task?
├─ No → No pipeline needed (single-agent bypass)
└─ Yes → What type of work?
├─ Reviewing existing code → Code Review Pipeline
├─ Fixing a bug/issue → Fix Validation Pipeline
├─ Auditing test quality → Test Audit Pipeline
├─ Implementing new functionality → New Feature Pipeline
├─ Research before implementation → Research & Planning Pipeline
└─ Running tests and fixing failures → Test Execution & Fix Pipeline
Available Pipelines
| Pipeline | Use Case | Model Pattern | Reference |
|---|---|---|---|
| Code Review | PR review, code audit | Sonnet (role-based, 4 sections) | references/code-review.md |
| Fix Validation | Bug fixes, issue resolution | Sonnet (analyze) → Opus (fix) → Sonnet (validate) → Sonnet (review) | references/fix-validation.md |
| Test Audit | Test quality assessment | Haiku (classify) → Sonnet (detect) → Sonnet (audit) | references/test-audit.md |
| New Feature | Feature implementation | Haiku (research) → Opus (write) → Sonnet (review) | references/new-feature.md |
| Research & Planning | Pre-implementation research | Haiku (lookup) → Sonnet (review) → loop(min=3) | references/research-planning.md |
| Test Execution & Fix | Run tests, fix failures | Haiku (execute) → Sonnet (analyze) → Opus (fix) | references/test-execution-fix.md |
| Code Change Workflow | Full automation after code edit | Composite: chains multiple pipelines | references/code-change-workflow.md |
What ships with it
8 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 11d ago First seen · 266 lines · 0 tokens per session scan A 9c518378a133
pipeline-templates is a skill published in the GitHub repository QBall-Inc/the-bulwark (8 stars, last pushed yesterday), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 3,012 tokens. 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 2026-08-31.
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