Borrowing it
Nothing to install: this file belongs to geserdugarov/agent-orchestrator. 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/geserdugarov/agent-orchestrator/main/.agents/skills/develop/SKILL.mdgit clone --depth 1 https://github.com/geserdugarov/agent-orchestratorWrote 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/geserdugarov/agent-orchestrator/develop)<a href="https://agentmods.dev/skills/geserdugarov/agent-orchestrator/develop"><img src="https://agentmods.dev/badge/skills/geserdugarov/agent-orchestrator/develop/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/geserdugarov/agent-orchestrator/develop"><img src="https://agentmods.dev/badge/skills/geserdugarov/agent-orchestrator/develop.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00033 | $0.02588 |
| Opus 5.5 | $0.00013 | $0.01035 |
| Sonnet 5.5 | $0.00007 | $0.00518 |
| Haiku 4.5 | $0.00003 | $0.00259 |
Grade A, and why
develop 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 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.
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 — 177 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Developer skill — agent-orchestrator
Environment and commands
The repo targets Python 3.12+ and installs from the lockfile with uv:
uv sync --locked # creates .venv/ and installs runtime + dev deps from uv.lock
uv run ruff check orchestrator tests # run Ruff
uv run flake8 orchestrator tests --select=WPS # run wemake-python-styleguide
uv run pytest tests # run the test suite
uv run python -m orchestrator --once # one polling tick then exit
uv run python -m orchestrator --log-level DEBUG
License headers
Every source file (*.py, *.sh, pyproject.toml) starts with:
# Copyright 2026 Geser Dugarov
# SPDX-License-Identifier: Apache-2.0
Commits
- Conventional Commits:
<type>: <subject>with one offeat,fix,chore,docs,refactor,test. - Subject line only — no body, no
Co-Authored-Bytrailer, no extended description. One-mflag. - Imperative mood, short and specific. Match the style in
git log --oneline -20.
Pre-push checklist
Before committing, run each of these and fix what they report:
.venv/bin/python -m ruff check orchestrator tests— recurring CI breakers:- F401 (unused import): if the name is meant to be a re-export from a package facade that binds its
surface with imports (
orchestrator/agents/,github/,scheduler/,observability/usage/), alias it with... as <name>so ruff treats it as an explicit re-export instead of dead code. A name the initializer lists in__all__— howorchestrator/workflow/publishes its label and guard surface — is already exempt. - F541 (f-string without placeholders): use a plain string.
- F841 (unused local).
- E402 (module-level import not at top of file).
- F401 (unused import): if the name is meant to be a re-export from a package facade that binds its
surface with imports (
uv run flake8 orchestrator tests --select=WPS— all WPS naming, complexity, consistency, bug-prevention, refactoring, and OOP rules must pass.git diff --check origin/main...HEAD— catches trailing whitespace and stray blank lines at EOF..venv/bin/python -m pytest— full suite must pass. Do not assume any "known" failure is acceptable; if a test fails on your branch, first reproduce it onorigin/mainat the same SHA you branched from, and only then call it out in the PR as a baseline failure with the reproduction steps. Otherwise fix it.
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 · 177 lines · 33 tokens per session scan A e6425bb556ac
develop is a skill published in the GitHub repository geserdugarov/agent-orchestrator (10 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 33 tokens to every session and 2,588 once invoked, about $0.0001 per session on Opus 5.5. 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.
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