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.
git 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/commands/kastalien-research/thoughtbox/decide-brief)<a href="https://agentmods.dev/commands/kastalien-research/thoughtbox/decide-brief"><img src="https://agentmods.dev/badge/commands/kastalien-research/thoughtbox/decide-brief/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/commands/kastalien-research/thoughtbox/decide-brief"><img src="https://agentmods.dev/badge/commands/kastalien-research/thoughtbox/decide-brief.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 | $0.00006 | $0.00249 |
| Opus 5.5 | $0.00002 | $0.00100 |
| Sonnet 5.5 | $0.00001 | $0.00050 |
| Haiku 4.5 | $0.00001 | $0.00025 |
Grade A, and why
hdd-decide-brief 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.
What it actually says
HDD Decide Module
Inputs
task_goalpaths_to_inspectacceptance_checksstaging_adr_pathhypothesis_results
Steps
- Evaluate validation outcomes against acceptance criteria.
- Determine decision: accept or reject.
- If accept, migrate ADR to accepted path and summarize impact.
- If reject, migrate ADR to rejected path with failure learnings.
- Emit final workflow decision record.
Outputs
statussummaryartifactsopen_risksdecision
Stop Conditions
- Success: ADR migrated to accepted or rejected with rationale.
- Failure: decision cannot be made due to incomplete validation.
- Escalation: user checkpoint required but unavailable.
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 · 43 lines · 6 tokens per session scan A 024d5805009b
hdd-decide-brief is a command published in the GitHub repository Kastalien-Research/thoughtbox (66 stars, last pushed 3mo ago), licensed MIT. It adds 6 tokens to every session and 249 once invoked, about $0.0000 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 2026-09-03.
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