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/ruizrica/toolkit/agent-memorygit clone --depth 1 https://github.com/ruizrica/toolkitWhat 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 | $0.01721 |
| Opus 5 | $0.00000 | $0.00860 |
| Sonnet 5 | $0.00000 | $0.00344 |
| Haiku 4.5 | $0.00000 | $0.00172 |
Grade A, and why
agent-memory 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 2d 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 — 220 lines — stays where its author put it; the contents beside it link to each section on GitHub.
/agent-memory
ABOUTME: Documentation for the /agent-memory command — hybrid search over agent memory files. ABOUTME: Covers usage, arguments, architecture, search modes, examples, and setup.
Search and manage the local agent memory system using hybrid search. Fully local — zero API calls for core features.
Usage
/agent-memory <subcommand> [args]
Subcommands
| Subcommand | Description |
|---|---|
search <query> |
Search memories (hybrid by default) |
index |
Reindex all memory files |
status |
Show database status |
add <content> |
Add a memory manually |
get <id> |
Get a memory by chunk ID |
list |
List stored memories |
ask <question> |
Q&A over memories (requires ANTHROPIC_API_KEY) |
summarize |
Consolidate daily logs (requires ANTHROPIC_API_KEY) |
install |
Download embedding model (~67MB) |
code-index <path> |
Build code tree from a codebase |
code-nav <query> |
Navigate code tree to find relevant code |
code-tree |
Display indexed code tree structure |
code-refs <node-id> |
Show cross-references for a code node |
code-summarize |
Generate summaries for indexed code nodes |
Arguments
code-index
| Argument | Required | Description |
|---|---|---|
path |
Yes | Root path of the codebase to index |
code-nav
| Argument | Required | Description |
|---|---|---|
query |
Yes | Search query for navigation |
--json |
No | JSON output (includes nodes + navigation trace) |
code-tree
| Argument | Required | Description |
|---|---|---|
path |
No | Filter by file path |
--json |
No | JSON output |
code-refs
| Argument | Required | Description |
|---|---|---|
node_id |
Yes | Node ID to show references for |
--json |
No | JSON output |
search
| Argument | Required | Description |
|---|---|---|
query |
Yes | Search query text |
--vector |
No | Vector-only search (semantic similarity) |
--keyword |
No | BM25-only search (exact term matching) |
--limit N |
No | Max results (default: 5) |
--json |
No | JSON output |
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.
- 2d ago First seen · 220 lines · 0 tokens per session scan A f6ec8d12b102
agent-memory is a command published in the GitHub repository ruizrica/toolkit (5 stars, last pushed 17d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 1,721 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 commands, from other repositories
checklist
Generate a custom checklist for the current feature based on user requirements.
clarify
Identify underspecified areas in the current feature spec by asking up to 5 highly targeted clarification questions and encoding answers back into the spec.
specify
Create or update the feature specification from a natural language feature description.
analyze
Perform a non-destructive cross-artifact consistency and quality analysis across spec.md, plan.md, and tasks.md after task generation.
converge
Assess the current codebase against the feature's spec, plan, and tasks, then append any remaining unbuilt work as new tasks to tasks.md so implement can complete it.
implement
Execute the implementation plan by processing and executing all tasks defined in tasks.md.