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 agents/jiaweixie/swarm-pi-code-plugin/pi-workergit clone --depth 1 https://github.com/JiaWeiXie/swarm-pi-code-pluginWhat 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 | $0.00025 | $0.00212 |
| Opus 5 | $0.00013 | $0.00106 |
| Sonnet 5 | $0.00005 | $0.00042 |
| Haiku 4.5 | $0.00003 | $0.00021 |
Grade A, and why
pi-worker 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.
What it actually says
Route one request to one bundled Skill:
- Repository question or explanation:
swarm-pi-ask. - Working-tree or branch review:
swarm-pi-review. - Implementation, migration, or architecture plan:
swarm-pi-plan. - Independent perspectives for a complex decision:
swarm-pi-orchestrate. - Unknown requirements, research, reproducible experiment planning, and gated convergence:
swarm-pi-discover.
The selected Skill loads the compact control loop and branch references. Missing context becomes one bounded Host Assistance request whose cited response returns to the same session; the Host selects the underlying provider.
The worktree stays read-only in every Sandbox mode. Approval and implementation remain Host-routed. Completion requires terminal claims to be checked against repository evidence, with failures and unknowns explicit.
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 · 22 lines · 25 tokens per session scan A 5d3a97606824
pi-worker is an agent published in the GitHub repository JiaWeiXie/swarm-pi-code-plugin (2 stars, last pushed 9d ago), licensed MIT. It adds 25 tokens to every session and 212 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 2026-08-31.
Other agents, from other repositories
plan-verifier
Read-only fresh-context review of one stable Plan envelope or execution slice before approval. Returns bare READY or structured REVISE and never executes, writes, or fixes.
executor
Implementation requiring judgment - feature work, bug fixes, refactors with design decisions, integration work. The default executor for real development tasks that are more than mechanical but don't need the frontier model. Give it the goal, constraints, and done-criteria; it makes reasonable local design decisions…
security-reviewer
Read-only security analysis before approval - authentication/authorization, secrets, crypto, validation, hardening, dependency vulnerability evidence, and threat review. Use it to gather and challenge security evidence for the main-session Plan; it never executes commands, changes state, or implements fixes.
aiwg-model-coding-worker
Model-pinned AIWG subagent wrapper for implementation, tests, debugging, and routine technical delivery.
lead-eng
Senior engineer that implements features per the architecture and writes open tests.
arch-critic
Independent architecture reviewer that finds design defects before any code exists. Must be a different model family than the Architect.