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 skills/bravew/trove/trove-explainnpx skills add bravew/trove --skill trove-explaingit clone --depth 1 https://github.com/bravew/troveWrote 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/bravew/trove/trove-explain)<a href="https://agentmods.dev/skills/bravew/trove/trove-explain"><img src="https://agentmods.dev/badge/skills/bravew/trove/trove-explain.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 5.1 | $0.00037 | $0.00619 |
| Opus 5 | $0.00018 | $0.00309 |
| Sonnet 5 | $0.00007 | $0.00124 |
| Haiku 4.5 | $0.00004 | $0.00062 |
Grade A, and why
trove-explain 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 5d 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 — 73 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Trove · v2026.7.4
Session Init
This skill ships Trove conventions. Prefer existing project patterns over generic best practices when they conflict.
Code Explanation Skill
Complexity gate
Size the effort to the subsystem before diving in:
- Simple (one module, one flow): explain it in a single pass.
- Complex (multiple subsystems, unclear ownership): fan out 2-4 bounded, read-only sub-agents to map distinct areas in parallel, then synthesize their findings into one mental model. Use the delegated-exploration phrasing in docs/orchestration.md; fan out only when the subsystem warrants it (parallel agents cost linearly).
Read the actual code. Do not guess behavior from file or symbol names — the name lies often enough that a guess is the most common explanation failure.
Approach
When explaining code or architecture:
- Start with the "why" — what problem does this solve?
- Show the big picture — how does it fit in the larger system?
- Walk through the flow — trace data from entry to exit
- Highlight the non-obvious — gotchas, trade-offs, design decisions
Explanation Levels
Adapt your explanation depth to the audience:
| Level | Audience | Focus |
|---|---|---|
| High | PM, Designer | What it does, user impact |
| Mid | New developer | How it works, key patterns |
| Deep | Experienced dev | Why decisions were made, edge cases |
Output Format
## What This Does
One-paragraph summary of purpose and behavior.
## Architecture
How components connect (use diagrams when helpful).
## Key Flow
Step-by-step trace through the main path.
## Design Decisions
Why it's built this way (trade-offs, alternatives considered).
## Gotchas
Things that might surprise you or cause bugs.
Critique mode (optional)
When asked to critique (not just explain) the architecture, explain first, then surface findings and sort each into: Act on (real problem, worth fixing now), Consider (worth weighing), Noted (minor), Dismissed (raised and rejected, with the reason). Keep it lightweight; the heavyweight adversarial pass is trove-review's deep mode.
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.
- 5d ago First seen · 73 lines · 37 tokens per session scan A 31f649c2b16c
trove-explain is a skill published in the GitHub repository bravew/trove (10 stars, last pushed 7d ago), licensed MIT. It adds 37 tokens to every session and 619 once invoked, about $0.0002 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 2026-08-31.
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