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/akaszubski/autonomous-dev/mem-searchgit clone --depth 1 https://github.com/akaszubski/autonomous-devWrote 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/akaszubski/autonomous-dev/mem-search)<a href="https://agentmods.dev/commands/akaszubski/autonomous-dev/mem-search"><img src="https://agentmods.dev/badge/commands/akaszubski/autonomous-dev/mem-search.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 | $0.00015 | $0.00889 |
| Opus 5 | $0.00008 | $0.00445 |
| Sonnet 5 | $0.00003 | $0.00178 |
| Haiku 4.5 | $0.00002 | $0.00089 |
Grade A, and why
mem-search scanned grade A with 1 finding 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 4d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
if ! curl -s http://localhost:37777/health > /dev/null 2>&1; then The source is not reproduced here
No licence file
A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.
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.
- 4d ago First seen · 141 lines · 15 tokens per session scan A 30e6a1415270
mem-search is a command published in the GitHub repository akaszubski/autonomous-dev (34 stars, last pushed today), with no licence file. It adds 15 tokens to every session and 889 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other commands, from other repositories
recall
Memory search — find past decisions/work in handover·CHANGELOG records, answer with sources.
handover
Append a session-handover entry to handover.md (so the next session has enough to pick up from).
claudemd-bypass-audit
R3 Step 2 — lesson-bypass detector. Joins memory-prompt-hint suggest events with subsequent transcript activity to compute cite-recall (applied / (applied + bypassed)) across recent sessions. Makes the §11 MEMORY.md read-the-file effectiveness observable.
claudemd-doctor
Run health checks on claudemd installation. Flags missing deps, spec drift, settings.json issues, hook drift, backup inventory, rule-usage health, MEMORY.md tag specificity, cross-layer memory maintenance (promote/repatriate/stale candidates). Supports --prune-backups=N.
recall
Search past PRDs and decisions with full-text and semantic search.
pause
Save session context for handoff to a future session.