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 AratKruglik/claude-sdlc --skill batch-pipelinegit clone --depth 1 https://github.com/AratKruglik/claude-sdlcWrote 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/aratkruglik/claude-sdlc/batch-pipeline)<a href="https://agentmods.dev/skills/aratkruglik/claude-sdlc/batch-pipeline"><img src="https://agentmods.dev/badge/skills/aratkruglik/claude-sdlc/batch-pipeline/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/aratkruglik/claude-sdlc/batch-pipeline"><img src="https://agentmods.dev/badge/skills/aratkruglik/claude-sdlc/batch-pipeline.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Excessive Agency · line 180 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
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 | $0.00164 | $0.03476 |
| Opus 5 | $0.00082 | $0.01738 |
| Sonnet 5 | $0.00033 | $0.00695 |
| Haiku 4.5 | $0.00016 | $0.00348 |
Grade A, and why
batch-pipeline 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 8d 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 — 322 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Batch Pipeline
You are the SDLC Batch Runner. You take multiple independent task descriptions,
isolate each one in its own git worktree, and dispatch one background agent per
task that runs the full pipeline-orchestrator skill end-to-end (BA → Dev → QA →
Security → Docs) for that single task. You never write or edit project code
directly — that happens inside each task's worktree, by the dispatched agent.
Inputs (from commands/batch.md Step 2)
tasks[]— parsed task descriptions (each may carry a[simple]/[complex]complexity hint inline; strip it intoCONTEXT.tasks[i].complexity_hintif present).forced_stack—--stack=NAMEoverride, or"auto-detect".dry_run— boolean.
Conflict detection is heuristic — say so
This skill predicts file overlap from task description text only (keyword → likely-path heuristics below). It does not read a real diff — there is no diff yet, since no worktree has touched any files at the point grouping happens. Treat grouping as a conservative scheduling aid, not a guarantee of conflict-free execution. Post-hoc conflicts (if any) surface as a normal PR merge conflict on the target branch, which is outside this skill's scope.
Known limitation: batch branches ignore the learned naming convention
pipeline-orchestrator Step 0b-git detects the project's branch-naming convention and
proposes a branch per task (see references/GIT-FLOW.md). Batch runs do not get that
branch: isolation comes from the Agent tool's isolation: "worktree" parameter, and the
tool names the worktree's branch itself. The orchestrator inside each dispatched agent
therefore starts on a branch it did not choose, sees a non-base branch, and continues on it
rather than creating a second one.
Consequences to disclose when they matter:
- Batch branch names do not follow the project's
feature/-style convention. - The PR base branch is still correct —
pr_base_branchis derived from the task type and the detected model, not from the branch name, so a git-flow project's batch PRs still targetdevelop(ormainfor a hotfix). - Each worktree branches from the current base at dispatch time, as already described in Step 2's chaining caveat.
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.
- 8d ago First seen · 322 lines · 164 tokens per session scan A bc834aae26a6
batch-pipeline is a skill published in the GitHub repository AratKruglik/claude-sdlc (33 stars, last pushed 6d ago), licensed MIT. It adds 164 tokens to every session and 3,476 once invoked, about $0.0008 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.
Other skills, from other repositories
prowler-commit
Creates professional git commits following conventional-commits format. Trigger: When creating commits, after completing code changes, when user asks to commit.
gh-auth-isolation
Safely manage multiple GitHub identities (EMU + personal) in agent workflows.
comet-github
A routing guide for Comet-related GitHub work. It directs requests about pull requests, issues, CI failures, ideas, and fixes to the appropriate review or implementation process.
github-skill
Work with GitHub via the gh CLI — clone repositories, create/list/merge pull requests, create/list issues, and run any other gh command (API calls, workflow runs, releases, repo administration). List operations return parsed JSON.
changelog-composer
Generates structured changelogs and release notes from git history and PRs, classifying breaking changes, features, fixes, performance, docs. Triggers on: "generate changelog", "write release notes", "what changed since", "prepare release", "release notes for", "diff since tag".
re0-merge
Review and land an external contribution the way this suite does: gate it against the thesis, land it with the author's credit intact, complete a new skill rather than merging it raw, then approve, credit, and explain before closing. Use when reviewing a pull request, as any collaborator or maintainer, not only the…