Borrowing it
Nothing to install: this file belongs to seasonedcc/discord-manager. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/seasonedcc/discord-manager/main/.claude/skills/orchestration/SKILL.mdgit clone --depth 1 https://github.com/seasonedcc/discord-managerWrote 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/seasonedcc/discord-manager/orchestration)<a href="https://agentmods.dev/skills/seasonedcc/discord-manager/orchestration"><img src="https://agentmods.dev/badge/skills/seasonedcc/discord-manager/orchestration/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/seasonedcc/discord-manager/orchestration"><img src="https://agentmods.dev/badge/skills/seasonedcc/discord-manager/orchestration.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 | $0.00094 | $0.04725 |
| Opus 5 | $0.00047 | $0.02363 |
| Sonnet 5 | $0.00019 | $0.00945 |
| Haiku 4.5 | $0.00009 | $0.00473 |
Grade A, and why
orchestration 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 10d 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 — 96 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Orchestration
Everything here documents the repository as it is on main. If main disagrees with this file, main wins: follow it and flag the drift.
Delegation only works when the orchestrator treats every subagent claim as unverified and every judgment call as its own. These rules were each paid for by a real incident.
Charters
A charter is the task prompt a subagent receives. Requirements:
- Reference every document by absolute path — a relative path resolves differently (or not at all) in the agent's working directory.
- When parallel lanes could touch the same module, name the sibling lanes and give each an explicit do-not-touch list of files/functions the others own. For genuinely shared append-only files (the MCP tool registry, the jobs array, migrations), say up front that rebase conflicts there resolve keep-both.
- Assign each subagent an explicit scratch-file namespace — its lane or task name as a filename prefix — and forbid it from writing any shared scratchpad file, above all the orchestrator's
LEDGER.md. Parallel agents that share a scratch filename clobber each other's state, and a fix agent that writes its own notes over the session ledger destroys the orchestrator's recovery record. - Include a stop-on-contradiction clause: if the charter's factual premise (a claimed bug, a claimed missing feature, a spec citation) doesn't survive verification against the primary source, the agent halts that item and reports with citations instead of inventing. "Verified already correct, no change made" is a valid, expected outcome. Charter-supplied names — tool names, slugs, feature labels — fall under the same clause: an agent that discovers the real feature differs from the charter's name must correct the name and flag it, not ship correct content under a stale identifier.
- When two reference sources disagree, the charter names the conflict for adjudication — it never silently picks one. A charter's factual claims are no more trustworthy than a builder's until verified.
- A charter for any agent whose output ships anywhere public — code, copy, test fixtures, an issue, a PR body, review comments — forbids personal data from real Discord data (usernames, user ids, message content) unless strictly necessary, and when the source material the charter hands over (an issue, a transcript) itself carries real names, the charter lists those exact strings as a deny-list. Before shipping, the orchestrator greps the diff and the published artifacts for them: the generic prohibition alone has failed twice — a real person's email shipped inside a published investigation issue, and a real name traveled from an issue's text into a tool's schema copy and test fixtures despite a charter clause forbidding it, costing a remediation cycle.
- Instruct agents to run slow verification commands (
pnpm run tsc,pnpm run test:unit,pnpm run test:e2e) synchronously in the foreground. A workflow agent that backgrounds a check and ends its turn waiting on a notification is terminally stalled — its turn ending is final. - Write each new charter/script fresh with the Write tool. Deriving one by programmatically splicing a previous one introduces silent syntax errors.
- A parameterized script must parse
argsdefensively (string-or-object) and hard-throw on any missing required field — a silently-undefined interpolation produces a plausible-looking empty result that reads as a clean pass. - A slice that ships an MCP tool, a gateway handler, or an ingestion path must drive that surface live at least once — a real MCP client session over stdio, or a scripted gateway event through the real business function — before handoff. A unit-only exit bar passes code whose query crashes at runtime or whose tool schema rejects every real input.
- A live proof binds only the commits that preceded it. Sequence the end-to-end MCP session as the charter's last step, after the final commit, and redo it after any later change to the proven surface — a proof that predates a schema or handler commit is evidence of nothing, and a redone proof regularly catches what the suite missed (a coercion regression, a serialization mismatch).
- A review-fan-out charter carries the orchestrator's accepted-decisions list: every settled divergence and deliberate design ruling the work under review already argued, stated as do-not-report items. Without it, finders re-litigate settled calls and the verify stage burns its budget refuting them; with it, every surviving finding is news. The list names decisions, never files — a finder must still probe the implementation of an accepted decision for holes (an accepted "guard exists" ruling does not shield a hole in that guard).
- A skeptic or verifier charter carries TWO acceptance rubrics, not one: a finding stands if either (a) its concrete-input failure scenario occurs at runtime, or (b) it identifies a violation of a codified house rule or doctrine in the work under review. A runtime-only rubric refutes correct doctrine findings — a migration that models a reversible toggle as one action-enum table where the
database-designskill prescribes paired event tables — exactly when the fix is cheapest. Doctrine findings against unmerged schema or shape default to fix-now, because schema shapes are effectively permanent once merged.
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.
- 10d ago First seen · 96 lines · 94 tokens per session scan A f78f095f7b10
orchestration is a skill published in the GitHub repository seasonedcc/discord-manager (3 stars, last pushed 1mo ago), licensed MIT. It adds 94 tokens to every session and 4,725 once invoked, about $0.0005 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
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.
local-ai-agents
Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models. Covers Small Language Models (SLMs), the OpenAI-compatible local endpoint, sandboxed local tools, local RAG with Chroma, local MCP servers, hybrid cloud/local routing, and the…
next-cache-components-adoption
Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…
insight-error-page
Write or audit an insight-kind error page for the Next.js dev overlay. Use when creating a new errors/ .mdx page, auditing an existing one, or checking that a page matches the framework fix cards. Covers page structure, title alignment, FixCard cards with Copy prompt button, code snippets, terminology verification…
next-cache-components-optimizer
Drive a Next.js route to instant navigation by setting up an agentic loop, under Cache Components / PPR, on initial load (hard navigation) and client-side navigation (soft navigation). Encode the goal as a failing @next/playwright instant() e2e and work it to green, one verified route at a time; the shipped test then…
next-partial-prefetching-adoption
Turn on Partial Prefetching in a Next.js app and work through the insights it surfaces. Use when the user wants to enable or adopt Partial Prefetching, flip the partialPrefetching flag, opt routes in with export const prefetch = 'partial', audit Link prefetch={true} behavior, preserve existing prefetched UI with…