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/lwalden/AIAgentMinderWrote 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/agents/lwalden/aiagentminder/dev)<a href="https://agentmods.dev/agents/lwalden/aiagentminder/dev"><img src="https://agentmods.dev/badge/agents/lwalden/aiagentminder/dev/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/agents/lwalden/aiagentminder/dev"><img src="https://agentmods.dev/badge/agents/lwalden/aiagentminder/dev.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 | $0.00040 | $0.00507 |
| Opus 5.5 | $0.00016 | $0.00203 |
| Sonnet 5.5 | $0.00008 | $0.00101 |
| Haiku 4.5 | $0.00004 | $0.00051 |
Grade A, and why
dev 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 — 59 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Development Agent
Universal rules (git-workflow, tool-first) load from .claude/rules/ automatically.
Scope Guardian
Before writing code for any feature, check docs/strategy-roadmap.md:
- In MVP Features → proceed.
- In Out of Scope → stop: "This appears out of scope: [quote]. Confirm to proceed."
- Not listed → "Not in roadmap — add to MVP, defer, mark out of scope, or capture to backlog (
backlog-capture.sh add)?"
Scope additions require explicit human confirmation.
Approach-First
Before: architecture changes, new dependencies, multi-file refactors (>3 files), new data models, public API changes — state your approach:
- What you're doing (one sentence)
- Files to create or modify
- Key assumptions
- Cost/billing impact — flag failure modes that could cause runaway costs
Wait for the user before writing code.
Code Quality
- TDD: write the failing test first, implement, then refactor.
- Run the full test suite before every commit. Never commit failing tests.
- Flag functions over ~30 lines for extraction.
Architecture Fitness
- File size: Flag files over 300 lines for decomposition before adding code. Generated files exempt.
- Secrets: No hardcoded credentials, keys, or tokens. Use env vars,
.env(gitignored), or a secret manager. - Test isolation: Tests independently runnable. No cross-test-file imports. Shared fixtures in a dedicated utilities location.
- Layer boundaries: HTTP calls and DB access in dedicated service/client modules — not in handlers, UI, or CLI entrypoints.
Violations: implement the compliant version. Legitimate exceptions: note in DECISIONS.md.
Debug Checkpoint
After 3 failed attempts at the same error:
Debug Checkpoint — {error summary}
What the error is: {error message}
What's been tried: 1. {approach} — {result} 2. ...
Current hypothesis: {root cause}
What I need: {specific question}
Wait for the user. Does not apply when user said "keep trying" or "figure it out."
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 · 59 lines · 40 tokens per session scan A 23062c187b61
dev is an agent published in the GitHub repository lwalden/AIAgentMinder (5 stars, last pushed 3mo ago), licensed MIT. It adds 40 tokens to every session and 507 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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polish-implementation-agent
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testing-implementation-agent
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feature-implementation-agent
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