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 commands/kastalien-research/thoughtbox/hddgit 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/hdd)<a href="https://agentmods.dev/commands/kastalien-research/thoughtbox/hdd"><img src="https://agentmods.dev/badge/commands/kastalien-research/thoughtbox/hdd.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 | $0.00017 | $0.00437 |
| Opus 5 | $0.00009 | $0.00218 |
| Sonnet 5 | $0.00003 | $0.00087 |
| Haiku 4.5 | $0.00002 | $0.00044 |
Grade A, and why
hdd 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 yesterday.
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 (DEPRECATED)
This command is deprecated. Use the /hdd skill at .claude/skills/hdd/SKILL.md instead.
The skill is the canonical HDD entry point with full sub-agent delegation templates,
spec creation, reconciliation dispositions, and --phases support for /workflow integration.
The module briefs in ./modules/ remain as reference material for sub-agent context.
Original description (preserved for reference)
Run Hypothesis-Driven Development using small delegated modules.
Usage
/hdd <adr-number> "<title>" [--resume]
Instruction Budget
- This orchestrator is router-only and must stay under the orchestrator budget policy.
- Execution details live in phase modules.
Inputs
adr_number(required)title(required)resume(optional)
Delegation
- Research ->
./modules/research-brief.md - Stage ADR ->
./modules/stage-adr-brief.md - Implement ->
./modules/implement-brief.md - Validate ->
./modules/validate-brief.md - Decide ->
./modules/decide-brief.md
Orchestrator Steps
- Initialize or resume state.
- Delegate current phase using the standard handoff schema.
- Collect module output and persist phase result.
- Run user checkpoint after each phase.
- Append delegation trace event.
- Route to next phase until complete.
Checkpoints
- After research: approve hypotheses.
- After stage ADR: approve implementation scope.
- After validate: confirm manual verification findings.
- Before decision: confirm accept/reject action.
Output
- Accepted ADR migrated to production path, or rejected ADR archived with rationale.
- Workflow summary with outcomes and open risks.
- Trace artifact at
.claude/command-traces/hdd.jsonl.
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.
- yesterday First seen · 67 lines · 17 tokens per session scan A fc7693dda6c9
hdd is a command published in the GitHub repository Kastalien-Research/thoughtbox (64 stars, last pushed 1mo ago), licensed MIT. It adds 17 tokens to every session and 437 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
Other commands, from other repositories
validate-prd
Validate an existing PRD against BMAD standards - comprehensive review for completeness, clarity, and quality.
editorial-review-structure
Structural editor that proposes cuts, reorganization, and simplification while preserving comprehension.
add-tool
Scaffold a new FreeAgent MCP tool (handler + registration + test) following the repo pattern.
OPSX: Archive
Archive a completed change in the experimental workflow.
audit-web
请使用 anjian MCP 工具处理这个网站安全评估请求：$ARGUMENTS.
data-mesh-contract
Create federated data product contracts for mesh architectures with SLAs, governance, and interoperability guarantees (project).