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/chadixearth/graphyloop/graphyloop-wavesnpx skills add chadixearth/graphyloop --skill graphyloop-wavesgit clone --depth 1 https://github.com/chadixearth/graphyloopWrote 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/chadixearth/graphyloop/graphyloop-waves)<a href="https://agentmods.dev/skills/chadixearth/graphyloop/graphyloop-waves"><img src="https://agentmods.dev/badge/skills/chadixearth/graphyloop/graphyloop-waves.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 | $0.00063 | $0.00982 |
| Opus 5 | $0.00032 | $0.00491 |
| Sonnet 5 | $0.00013 | $0.00196 |
| Haiku 4.5 | $0.00006 | $0.00098 |
Grade A, and why
graphyloop-waves 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 3d 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 — 78 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Wave dispatch (contract-first fan-out)
Multi-layer work fails two ways: built serially it takes the sum of its lanes, and fanned out without a frozen contract it produces three incompatible versions of the same table. This skill is the third option.
When to activate
- The request names two or more of: schema/data, API/server, UI/pages, import/export pipeline.
- Words like "system", "app", "platform", "management", "dashboard + data".
- NOT for a one-file change, a rename, or a single endpoint — fan-out only adds integration cost there.
The pipeline
Wave 0 contract ONE agent, alone. Nothing else starts until it lands.
Wave 1 builders data ∥ backend ∥ frontend ∥ tests (ONE tool-call block)
Wave 2 integration drop mocks, real calls, env wiring, boot the happy path
Wave 3 verify test ∥ typecheck/lint ∥ security ∥ performance ∥ review
Wave 4 deploy preflight → preview → GATED production
Wall clock = Wave 0 + slowest builder + integration + slowest verifier. Never the sum.
Procedure
- Plan, do not improvise. Call
plan_feature/graphyloop_plan_featurewith the user's request verbatim asgoal. It returns waves, tasks, per-laneownsglobs,acceptancechecks anddependsOn.shape: no-fanout→ stop. This is inline or single-builder work.
- Freeze the contract (Wave 0). One agent writes
.opencode/chadi/contract-<slug>.md:- entities: columns, types, nullability, foreign keys, indexes
- every route: method, path, request shape, response JSON, error codes
- components/pages: props and route paths
- test scenarios that define done (happy path + 2 edge cases per entity)
- the env keys the feature needs No implementation code in this wave. If the contract is wrong later, stop and fix the contract — never let a lane drift from it silently.
- Dispatch by dependency, not by optimism. Pass
plan.taskstotask_distribute. Dispatch ONLY the ids indispatchNow.blockedentries name what they are waiting on. - Fan out a whole wave in ONE tool-call block. Every prompt carries: the contract path, that lane's exclusive file list, its acceptance check.
- Record every result.
task_recordreturns what the result unblocked — that is the trigger for the next wave. After a restart or compaction,swarm_statereportsreadyTasks,blockedTasksand per-wave counts. - Integration is one wave, not a habit. Only Wave 2 may touch two lanes at once. Everywhere else, file ownership is exclusive.
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.
- 3d ago First seen · 78 lines · 63 tokens per session scan A 13e8473eb536
graphyloop-waves is a skill published in the GitHub repository chadixearth/graphyloop (2 stars, last pushed 17d ago), licensed MIT. It adds 63 tokens to every session and 982 once invoked, about $0.0003 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 skills, from other repositories
agent-code-analyzer
Agent skill for code-analyzer - invoke with $agent-code-analyzer.
agent-collective-intelligence-coordinator
Agent skill for collective-intelligence-coordinator - invoke with $agent-collective-intelligence-coordinator.
agent-payments
Agent skill for payments - invoke with $agent-payments.
agui-dotnet-streaming-chat
Get started with the AG-UI .NET SDK: bootstrap and run your first streaming-chat app (client + server) with the AG-UI .NET NuGet packages (AGUI.Client, AGUI.Server, AGUI.Formatting, AGUI.Abstractions). USE FOR: which packages to install and how to wire them; constructing an AGUIChatClient against an endpoint and…
agui-dotnet-sample-step
Add a GettingStarted sample Step (a Server/Client pair) to the AG-UI .NET SDK that demonstrates one protocol feature the way we want users to write it. USE FOR: adding a new samples/GettingStarted/StepNN Server+Client pair, wiring it into AGUI.slnx and the integration-test project, giving it a deterministic…
agui-dotnet-shared-state
Share structured, evolving state between an AG-UI agent and its client with the AG-UI .NET SDK — the client seeds state on the request, the server reads it, mutates it, and streams the updated state back as snapshots or deltas alongside the chat. USE FOR: sending initial/working state from the client via…