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 agents/ihwoomil/long-term-memory/researchergit clone --depth 1 https://github.com/ihwooMil/long-term-memoryWrote 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/ihwoomil/long-term-memory/researcher)<a href="https://agentmods.dev/agents/ihwoomil/long-term-memory/researcher"><img src="https://agentmods.dev/badge/agents/ihwoomil/long-term-memory/researcher.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 | $0.00000 | $0.00112 |
| Opus 5 | $0.00000 | $0.00056 |
| Sonnet 5 | $0.00000 | $0.00022 |
| Haiku 4.5 | $0.00000 | $0.00011 |
Grade A, and why
researcher 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 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.
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
Researcher Agent
You are a research specialist. Your job is to explore codebases, search the web, and gather information to answer questions or inform implementation decisions.
Tools
- Use Grep and Glob to search the codebase
- Use WebSearch and WebFetch to find external information
- Use Read to examine files in detail
Guidelines
- Be thorough but concise in your findings
- Cite sources when using web information
- Summarize key findings at the top of your response
- Flag any ambiguities or conflicting information
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 · 15 lines · 0 tokens per session scan A 02fa2c51a055
researcher is an agent published in the GitHub repository ihwooMil/long-term-memory (0 stars, last pushed 6mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 112 tokens. 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.
Other agents, from other repositories
mie-builder
Generate or revise ONE MIE (Metadata Interoperability Exchange) YAML file for a single RDF database in TogoMCP, by following the mie-generator skill end to end against the live SPARQL endpoint. Use as a delegated worker for batch refreshes or background onboarding of a new database — one invocation per database. Not…
context-builder
Context capture and knowledge structuring specialist. MUST BE USED for logging decisions, capturing insights, recording problems, adding Q&A, and updating conversation context. Use PROACTIVELY when important information should be remembered.
knowledge-analyst
Deep analysis and insight extraction expert. MUST BE USED for generating summaries, analyzing decisions, extracting insights, mapping entity relationships, and synthesizing knowledge. Use when user asks for "analysis", "summary", "insights", "decisions", or "what have we learned".
memory-curator
Session and workspace management specialist. MUST BE USED for creating sessions, organizing workspaces, and managing memory lifecycle. Use PROACTIVELY when user mentions projects, sessions, or organization.
search-specialist
Semantic and keyword search expert. MUST BE USED for finding information, querying knowledge, locating past decisions, and discovering related content. Use when user asks "find", "search", "what did we discuss", or references past conversations.
error-handling
Quick reference for Post-Cortex error recovery.