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 Kastalien-Research/thoughtbox --skill theseus-protocolgit clone --depth 1 https://github.com/Kastalien-Research/thoughtboxWrote 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/kastalien-research/thoughtbox/theseus-protocol)<a href="https://agentmods.dev/skills/kastalien-research/thoughtbox/theseus-protocol"><img src="https://agentmods.dev/badge/skills/kastalien-research/thoughtbox/theseus-protocol/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/kastalien-research/thoughtbox/theseus-protocol"><img src="https://agentmods.dev/badge/skills/kastalien-research/thoughtbox/theseus-protocol.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 2 findings, up to high
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- high Tool Misuse · line 18 Tool parameters are crafted to achieve unintended or unsafe behavior. Parameter abuse can bypass intended safety checks (e.g. shell=True, --force, dangerous glob patterns).Fix: Validate all tool parameters against an allowlist. Reject dangerous parameter values (shell=True, --force, -rf /) and use safe defaults.
- low Excessive Agency · line 84 Skill's behavior or capabilities extend beyond its stated purpose. Scope creep allows an agent to perform actions unrelated to its documented functionality, increasing the attack surface.Fix: Limit the skill's scope to its documented purpose. Remove instructions that enable the agent to perform actions outside its stated functionality.
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 | $0.00035 | $0.01179 |
| Opus 5.5 | $0.00014 | $0.00472 |
| Sonnet 5.5 | $0.00007 | $0.00236 |
| Haiku 4.5 | $0.00003 | $0.00118 |
Grade A, and why
theseus-protocol 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 — 186 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Theseus Protocol
Theseus is a Thoughtbox-owned refactoring protocol.
The server-side Theseus implementation behind tb.theseus(...) owns scope,
visa state, audit state, and terminal status.
Codex hooks only ask Thoughtbox whether a write should be blocked.
Do not use .theseus/ files or scripts/theseus.sh as authoritative state.
Do not rely on implicit git reset --hard recovery in the active workflow.
Do not use legacy direct handles like thoughtbox_gateway or thoughtbox_theseus
as the interaction surface when Code Mode is available.
API Surface
The current public Thoughtbox MCP surface is Code Mode:
- Discovery:
thoughtbox_search - Execution:
thoughtbox_execute - Theseus operations:
tb.theseus({ ... })
Each thoughtbox_execute call should contain at most one state-mutating
Theseus operation. Read-only confirmation calls such as
tb.theseus({ operation: "status" }) are safe to use for state checks.
Runtime Contract
- Protocol entry is explicit-only in v1.
- If you need schema or example confirmation, call
thoughtbox_searchbefore executing. - Use
thoughtbox_executeand calltb.theseus({ operation: ... })for every protocol transition. - Hooks consult Thoughtbox before mutating file operations.
- Hooks do not spawn agents or mutate protocol state.
- Helper agents may audit or gather evidence, but only the coordinator calls
tb.theseus.
Commands
init
Required inputs:
- Declared scope
- Optional refactor description
Call:
async () => {
return await tb.theseus({
operation: "init",
scope: ["src/module-a.ts", "src/module-b/"],
description: "<refactor goal>",
});
}
After init, test files are write-locked and out-of-scope writes require a visa.
visa
Required inputs:
- Out-of-scope file path
- Justification
Call:
async () => {
return await tb.theseus({
operation: "visa",
filePath: "src/dependency.ts",
justification: "<why the scope must expand>",
antiPatternAcknowledged: true,
});
}
What ships with it
2 files 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.
- 1mo ago First seen · 186 lines · 35 tokens per session scan A 1c389fa5b09a
theseus-protocol is a skill published in the GitHub repository Kastalien-Research/thoughtbox (65 stars, last pushed 3mo ago), licensed MIT. It adds 35 tokens to every session and 1,179 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 2026-08-30.
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