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/geeksfino/openskills/openskills-dev-orchestratornpx skills add Geeksfino/openskills --skill openskills-dev-orchestratorgit clone --depth 1 https://github.com/Geeksfino/openskillsWrote 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/geeksfino/openskills/openskills-dev-orchestrator)<a href="https://agentmods.dev/skills/geeksfino/openskills/openskills-dev-orchestrator"><img src="https://agentmods.dev/badge/skills/geeksfino/openskills/openskills-dev-orchestrator.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 5.1 | $0.00038 | $0.00514 |
| Opus 5 | $0.00019 | $0.00257 |
| Sonnet 5 | $0.00008 | $0.00103 |
| Haiku 4.5 | $0.00004 | $0.00051 |
Grade A, and why
openskills-dev-orchestrator 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 6d 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 — 62 lines — stays where its author put it; the contents beside it link to each section on GitHub.
OpenSkills Dev Orchestrator
Use this skill to decide which OpenSkills project skill or subagent to invoke first, and in what order, for the fastest safe outcome.
Routing Rules
1) Runtime failures or sandbox regressions
- Start with
openskills-runtime-debug. - If issue spans multiple execution paths or platforms, use
runtime-sandbox-auditorsubagent. - Re-run runtime tests before concluding.
2) Plugin/build feature changes
- Start with
openskills-plugin-separation. - If dependency topology is unclear, use
wasm-plugin-build-specialistsubagent. - Validate runtime default-feature behavior and binding impact.
3) Binding breakages (TS/Python)
- Start with
openskills-bindings-maintainer. - If both bindings are affected or unclear, use
bindings-compatibility-agentsubagent. - Return a compatibility matrix and migration notes if needed.
4) Skill package authoring or updates
- Start with
openskills-skill-authoring. - Use
skill-spec-conformance-agentsubagent when multiple skills or ambiguous triggers are involved. - Validate discovery and activation behavior.
5) End-to-end confidence checks
- Start with
openskills-e2e-test-runbook. - Use
examples-e2e-agentsubagent for scenario-heavy or flaky behavior investigations. - Capture scenario-by-scenario pass/fail and tool-call evidence.
6) Release preparation
- Start with
openskills-release-ops. - Use
release-gatekeeper-agentsubagent for final GO/NO-GO judgment. - Output blockers, risks, and rollback notes explicitly.
Escalation Heuristics
- Use a skill first when the workflow is deterministic and repeatable.
- Escalate to a subagent when the task needs deep cross-file reasoning, ambiguity handling, or parallel analysis.
- If a task is unresolved after one full skill pass, escalate to the corresponding subagent.
Output Contract
Always return:
- Selected path (skill and/or subagent)
- Why this path was chosen
- Ordered execution plan
- Success criteria
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.
- 6d ago First seen · 62 lines · 38 tokens per session scan A 9697d4de2b49
openskills-dev-orchestrator is a skill published in the GitHub repository Geeksfino/openskills (71 stars, last pushed 9d ago), licensed Apache-2.0. It adds 38 tokens to every session and 514 once invoked, about $0.0002 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 2026-08-30.
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