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 skills/iofold/ainative-claude-plugins/session-searchnpx skills add iofold/ainative-claude-plugins --skill session-searchgit clone --depth 1 https://github.com/iofold/ainative-claude-pluginsWrote 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/skills/iofold/ainative-claude-plugins/session-search)<a href="https://agentmods.dev/skills/iofold/ainative-claude-plugins/session-search"><img src="https://agentmods.dev/badge/skills/iofold/ainative-claude-plugins/session-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 | $0.00079 | $0.00703 |
| Opus 5 | $0.00039 | $0.00351 |
| Sonnet 5 | $0.00016 | $0.00141 |
| Haiku 4.5 | $0.00008 | $0.00070 |
Grade C, and why
session-search scanned grade C with 2 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.
Downloads and executes remote codehighSupply chain
curl | sh runs whatever the server returns today, which is not necessarily what it returned when this was reviewed.
curl -LsSf https://astral.sh/uv/install.sh | sh # uv Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -LsSf https://astral.sh/uv/install.sh | sh # uv This is a copy
89% identical to session-search — 5 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 79 lines — stays where its author put it; the contents beside it link to each section on GitHub.
If you are Claude Code: Do NOT use this skill directly. Use the
session-searchersubagent via the Task tool instead - it handles this more efficiently without polluting your context.
session-search
Search and find previous code agent sessions (Claude-Code or Codex-CLI) for specific work, decisions, or code patterns.
Workflow
- Understand the query: Identify what the user is looking for (code patterns, decisions, specific work, design direction)
- Search with aichat: Run
aichat search --json -n 10 "[query]"(use-g "project"to filter by project) - Parse results: Use
jqto extract fields from JSONL output (session_id, project, created, snippet, file_path) - Deep dive if needed: Read session files at
~/.claude/projects/*/[session-id].jsonl(max 3 files) - Summarize: Return a focused summary with key findings and references
Run aichat search --help to see all options (date filters, branch filters, etc.)
and JSONL field names.
Output Format
Return a concise summary containing:
- Key Findings: 2-3 bullet points answering the query
- Relevant Sessions: Session IDs and dates for reference
- Specific Content: Code snippets or quotes if directly relevant
Format as clean markdown, not raw JSON.
Example
Query: "Find sessions where we discussed authentication design"
aichat search --json -n 10 "authentication design"
Summary:
- Session abc123 (Dec 10): Discussed JWT vs session-based auth, decided on JWT
- Session def456 (Dec 8): Implemented refresh token rotation pattern
Constraints
- ALWAYS use
--jsonflag with aichat search (otherwise it spawns interactive UI) - NEVER return raw JSON output to the user - summarize and distill findings
- NEVER read more than 3 session files per query
- If no results found, suggest alternative search terms
- ONLY report information directly observed in files - never infer or extrapolate
Error Handling
If aichat search command fails or is not found, ask user to install:
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 · 79 lines · 79 tokens per session scan C 58adfad4bd59
session-search is a skill published in the GitHub repository iofold/ainative-claude-plugins (3 stars, last pushed 16d ago), licensed MIT. It adds 79 tokens to every session and 703 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it C with 2 findings (downloads and executes remote code, makes network calls). It is 89% identical to session-search, differing in 5 lines, and is treated as a copy.
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