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 skills add guia-matthieu/clawfu-skills --skill skill-orchestratorgit clone --depth 1 https://github.com/guia-matthieu/clawfu-skillsWrote 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/guia-matthieu/clawfu-skills/skill-orchestrator)<a href="https://agentmods.dev/skills/guia-matthieu/clawfu-skills/skill-orchestrator"><img src="https://agentmods.dev/badge/skills/guia-matthieu/clawfu-skills/skill-orchestrator/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/guia-matthieu/clawfu-skills/skill-orchestrator"><img src="https://agentmods.dev/badge/skills/guia-matthieu/clawfu-skills/skill-orchestrator.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 | $0.00095 | $0.01335 |
| Opus 5 | $0.00048 | $0.00668 |
| Sonnet 5 | $0.00019 | $0.00267 |
| Haiku 4.5 | $0.00010 | $0.00134 |
Grade A, and why
skill-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 9d 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 — 135 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Skill Orchestrator
Route multi-step challenges to the right sequence of ClawFu skills — recommending which frameworks to combine, in what order, with explicit handoff outputs between steps.
When to Use This Skill
- Starting a new project and need the optimal skill sequence
- Complex multi-faceted challenges requiring multiple frameworks
- Team alignment on a structured approach across disciplines
- Overwhelmed by options — cut through skill paralysis
- Chaining skills where outputs from one feed into the next
Methodology Foundation
| Aspect | Details |
|---|---|
| Source | ClawFu Skills orchestration system |
| Core Principle | The right frameworks in the right order compound insights — sequencing matters more than any single skill |
| Sequencing Logic | Foundation → Analysis → Strategy → Creation → Validation → Execution |
What Claude Does vs What You Decide
| Claude Does | You Decide |
|---|---|
| Recommends skill sequences for a challenge | Which skills to skip or substitute |
| Defines input/output handoffs between steps | Final strategic direction at each step |
| Creates custom workflows from the skill library | Resource allocation and timeline |
| Identifies when to branch or loop back | Go/no-go decisions at validation gates |
Instructions
Step 1: Analyze the Challenge
Classify the challenge type and context:
| Factor | Options |
|---|---|
| Type | Launch · Validation · Content · Positioning · Decision · Sales · Video |
| Stage | Idea · Early · Growth · Mature |
| Resources | Solo · Small team · Large team |
| Timeline | Urgent · Normal · Flexible |
Step 2: Match to Workflow or Build Custom Sequence
Check pre-built workflows in WORKFLOWS.md. If none fits, build a custom sequence following this phase order:
| Phase | Skill Types | Purpose |
|---|---|---|
| 1. Foundation | first-principles, JTBD, audience-research | Understand reality |
| 2. Analysis | competitive-analysis, inversion, pre-mortem | Identify challenges |
| 3. Strategy | positioning, category-design, personas | Make strategic choices |
| 4. Creation | offers, copy, content | Build the deliverable |
| 5. Validation | six-thinking-hats, pricing-validation | Stress test |
| 6. Execution | launch-formula, sales-pitch | Go to market |
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 9d ago First seen · 135 lines · 95 tokens per session scan A 974c8af45ace
skill-orchestrator is a skill published in the GitHub repository guia-matthieu/clawfu-skills (149 stars, last pushed 5mo ago), licensed MIT. It adds 95 tokens to every session and 1,335 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 2026-09-03.
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