Borrowing it
Nothing to install: this file belongs to beeltec/context-usage-mcp. 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/beeltec/context-usage-mcp/main/.agents/skills/to-tasks/SKILL.mdgit clone --depth 1 https://github.com/beeltec/context-usage-mcpWrote 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/beeltec/context-usage-mcp/to-tasks)<a href="https://agentmods.dev/skills/beeltec/context-usage-mcp/to-tasks"><img src="https://agentmods.dev/badge/skills/beeltec/context-usage-mcp/to-tasks/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/beeltec/context-usage-mcp/to-tasks"><img src="https://agentmods.dev/badge/skills/beeltec/context-usage-mcp/to-tasks.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 | $0.00043 | $0.00201 |
| Opus 5.5 | $0.00017 | $0.00080 |
| Sonnet 5.5 | $0.00009 | $0.00040 |
| Haiku 4.5 | $0.00004 | $0.00020 |
Grade A, and why
to-tasks 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 2mo 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.
What it actually says
If the folder docs/tasks does not exist yet, create it and add it to the .gitignore file
Break the work down into smaller tasks that will likely not exceed a context window of 175.000 tokens. Create task documents out of it in docs/tasks/{shell_safe_branch_name}/{001}_description.md.
Each task document should have comprehensive instructions and a markdown checklist of all substasks this task contains.
Create one master task document that contains a summary of all of the work that needs to be done and add links to all tasks including their status.
Each task document should also have a link to the master document, the previous task document and the next task document.
Make sure to refrence the necessary internal OKF wiki entries in the task documents
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.
- 2mo ago First seen · 17 lines · 43 tokens per session scan A e2d8ead1edf0
to-tasks is a skill published in the GitHub repository beeltec/context-usage-mcp (0 stars, last pushed 3mo ago), licensed MIT. It adds 43 tokens to every session and 201 once invoked, about $0.0002 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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