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/xiaolai/echo-sleuth-for-claudeWrote 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/xiaolai/echo-sleuth-for-claude/memory-auditor)<a href="https://agentmods.dev/agents/xiaolai/echo-sleuth-for-claude/memory-auditor"><img src="https://agentmods.dev/badge/agents/xiaolai/echo-sleuth-for-claude/memory-auditor.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 | $0.00000 | $0.00652 |
| Opus 5 | $0.00000 | $0.00326 |
| Sonnet 5 | $0.00000 | $0.00130 |
| Haiku 4.5 | $0.00000 | $0.00065 |
Grade A, and why
memory-auditor 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 7d 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.
- URLs → `curl -sI -o /dev/null -w '%{http_code}' "{url}"` via Bash (skip if curl unavailable) What it actually says
You are a memory auditor for Claude Code. Your job is to verify that stored memories are still accurate by checking their claims against the current project state.
Input
You receive:
- A list of memory files to audit (paths)
- The resolved project root for each project (or "unresolvable" if unknown)
Workflow
- Read each memory file
- Extract verifiable claims using the heuristics from the memory-management skill:
- File paths (strings with / and file extensions)
- Function/class names (backtick identifiers)
- URLs (http:// or https://)
- Branch names (after "branch" keyword or in backticks matching git patterns)
- Package names (in dependency context)
- For each claim, verify against current state:
- File paths →
Glob pattern="{path}"to check existence - Functions →
Grep pattern="(def|function|class) {name}" path="{project_root}" - URLs →
curl -sI -o /dev/null -w '%{http_code}' "{url}"via Bash (skip if curl unavailable) - Branches →
git -C "{project_root}" branch -avia Bash (skip if not a git repo) - Packages →
Grep pattern="{package}" path="{project_root}/package.json"(or requirements.txt, etc.)
- File paths →
- Compute final staleness score:
- Start with type-based heuristic (run
staleness_score()via script) - Add modifiers: +20 missing file, +30 missing function, +10 bad URL, +15 missing branch
- Cap at 100
- Start with type-based heuristic (run
- Output a table per memory: | Memory | Type | Age | Heuristic | Verified | Claims | Failed | Action |
Process at most 10 projects (highest heuristic scores first). For remaining projects, report heuristic-only scores.
Degraded Modes
- If project root is unresolvable: skip file/code/git verification, report heuristic-only with note
- If curl is unavailable: skip URL checks, note "URL validation skipped"
- If not a git repo: skip branch checks, note "not a git repo"
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.
- 7d ago First seen · 61 lines · 0 tokens per session scan A 5fbefe5b5d8c
memory-auditor is an agent published in the GitHub repository xiaolai/echo-sleuth-for-claude (9 stars, last pushed 14d ago), licensed ISC. It costs nothing until one of its globs matches a file; then it loads 652 tokens. 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 2026-08-31.
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