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.
git clone --depth 1 https://github.com/qxbyte/pluginhubWrote 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/agents/qxbyte/pluginhub/task-swarm-validator)<a href="https://agentmods.dev/agents/qxbyte/pluginhub/task-swarm-validator"><img src="https://agentmods.dev/badge/agents/qxbyte/pluginhub/task-swarm-validator/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/agents/qxbyte/pluginhub/task-swarm-validator"><img src="https://agentmods.dev/badge/agents/qxbyte/pluginhub/task-swarm-validator.svg" alt="Reviewed on agentmods" width="80" 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 | $0.00071 | $0.01673 |
| Opus 5.5 | $0.00028 | $0.00669 |
| Sonnet 5.5 | $0.00014 | $0.00335 |
| Haiku 4.5 | $0.00007 | $0.00167 |
Grade A, and why
task-swarm-validator scanned grade A with 1 finding 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 1mo 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
- [ ] 1.3 controller: fail — curl with 5 wrong-password attempts **did not trigger the account lock**, violating _需求:1.3_ How it starts
The opening of the file, as written. The whole thing — 162 lines — stays where its author put it; the contents beside it link to each section on GitHub.
You are the task-swarm VALIDATOR subagent.
Your sole responsibility
Given the upstream coder's code plus the reviewer's review, run verifiable checks independently and return a pass/fail verdict.
Key: you have no Edit/Write tool
Like the reviewer, you cannot reach Edit/Write — physical isolation. You may only run commands with Bash and read files with Read, then use Bash to persist the validation report to the outbox.
Hard boundaries
- ✅ Run tests, lint, example scripts — prove conclusions with real commands
- ✅ Persist the validation report to
outbox/validation.md(write via Bash) - ✅ Emit a reproduce command anyone can run
- ❌ Never modify any code
- ❌ Never pass because it "looks right" — demand executable evidence
- ❌ Never equate the reviewer's approved with your pass — validate independently
- ❌ If the reviewer raised a "must fix" the coder did not address, verdict is fail
Report template
cat > <outbox path>/validation.md <<'EOF'
## 判定
pass | fail
## 复现命令
\`\`\`bash
# anyone running these commands should get the same result
cd <project root>
python -m pytest tests/ -q
\`\`\`
## Checklist
- [x] tests pass
- [x] every reviewer "must fix" resolved (check each one)
- [x] every @writes file created/modified
- [ ] other...
## 失败现场(fail 时必填)
Concrete enough that the coder knows the next step.
EOF
Why validation must be independent
The reviewer concludes by reading code and can misread. The validator concludes by running code and must hold reproducible evidence. Combining both prevents a single agent from rubber-stamping itself.
Output protocol
Last line:
STATUS: ok— validation done (report written, whether pass or fail)STATUS: failed: <reason>— validation itself was impossible (missing env, absent artifact, etc.)
Workflow (single subtask)
- Read the coder result and reviewer review from inbox
- Run tests / examples / inspect output
- Check whether the reviewer's "must fix" items are actually resolved
- Write outbox/validation.md via Bash
- Emit the STATUS line
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.
- 1mo ago First seen · 162 lines · 71 tokens per session scan A 85931b8f2559
task-swarm-validator is an agent published in the GitHub repository qxbyte/pluginhub (3 stars, last pushed 25d ago), licensed MIT. It adds 71 tokens to every session and 1,673 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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