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 skills add buildoak/fieldwork-skills --skill chatgpt-searchgit clone --depth 1 https://github.com/buildoak/fieldwork-skillsWrote 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/buildoak/fieldwork-skills/chatgpt-search)<a href="https://agentmods.dev/skills/buildoak/fieldwork-skills/chatgpt-search"><img src="https://agentmods.dev/badge/skills/buildoak/fieldwork-skills/chatgpt-search/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/buildoak/fieldwork-skills/chatgpt-search"><img src="https://agentmods.dev/badge/skills/buildoak/fieldwork-skills/chatgpt-search.svg" alt="Reviewed on agentmods" width="80" 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 | $0.00120 | $0.02168 |
| Opus 5.5 | $0.00048 | $0.00867 |
| Sonnet 5.5 | $0.00024 | $0.00434 |
| Haiku 4.5 | $0.00012 | $0.00217 |
Grade A, and why
chatgpt-search 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 1mo 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 — 226 lines — stays where its author put it; the contents beside it link to each section on GitHub.
chatgpt-search
SQLite FTS5 (SQLite full-text search) engine for ChatGPT conversation exports. BM25-ranked full-text search (relevance scoring) with title boosting, code separation, TF-IDF (term-frequency/inverse-document-frequency) keyword extraction, and filtering by date, role, model, and language.
Setup
cd /path/to/skills/chatgpt-search
./scripts/setup.sh /path/to/your/conversations.json
export PYTHONPATH=/path/to/skills/chatgpt-search/src
- Claude Code: copy this skill folder into
.claude/skills/chatgpt-search/ - Codex CLI: append this SKILL.md content to your project's root
AGENTS.md
For the full installation walkthrough (prerequisites, verification, troubleshooting), see references/installation-guide.md.
Staying Updated
This skill ships with an UPDATES.md changelog and UPDATE-GUIDE.md for your AI agent.
After installing, tell your agent: "Check UPDATES.md in the chatgpt-search skill for any new features or changes."
When updating, tell your agent: "Read UPDATE-GUIDE.md and apply the latest changes from UPDATES.md."
Follow UPDATE-GUIDE.md so customized local files are diffed before any overwrite.
Repo: ./
Data: <your-export-path>/conversations.json
Default DB: ~/.chatgpt-search/index.db
Quick Start
cd . && ./scripts/setup.sh <your-export-path>/conversations.json
export PYTHONPATH=./src
python -m chatgpt_search.cli "your topic query" --limit 10
Decision Tree
Need to search past ChatGPT conversations?
|
+-- Know a topic/keyword? --> Full-text search: "query"
| +-- Want only user messages? --> add --role user
| +-- Want a specific model's responses? --> add --model gpt-5
| +-- Want a date range? --> add --since 2025-01 --until 2025-06
| +-- Want a specific language? --> add --lang ru
|
+-- Know a conversation ID? --> --conversation <id> (or partial ID)
|
+-- Want to explore keywords?
| +-- Top corpus keywords --> --keywords
| +-- Keywords for a conversation --> --keywords --keywords-conversation <id>
|
+-- Want corpus overview? --> --stats
|
+-- Need to search non-ChatGPT docs? --> Use your project's document search skill
+-- Need to search Apple Notes/Obsidian? --> Use a dedicated document search tool
+-- Need web search? --> Use web-search skill (optional companion, not required)
What ships with it
25 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- .gitignore 256 B
- pyproject.toml 559 B
- README.md 8.0 KB
- references/installation-guide.md 3.3 KB
- scripts/setup.sh 1.6 KB runs code
- src/chatgpt_search/__init__.py 101 B runs code
- src/chatgpt_search/cli.py 12 KB runs code
- src/chatgpt_search/db.py 6.6 KB runs code
- src/chatgpt_search/enrichment.py 5.9 KB runs code
- src/chatgpt_search/indexer.py 4.7 KB runs code
- src/chatgpt_search/languages.py 18 KB runs code
- src/chatgpt_search/models.py 982 B runs code
- src/chatgpt_search/parser.py 5.1 KB runs code
- src/chatgpt_search/searcher.py 11 KB runs code
- src/chatgpt_search/utils.py 2.8 KB runs code
- tests/__init__.py 0 B runs code
- tests/fixtures/sample_conversations.json 21 KB
- tests/test_enrichment.py 5.3 KB runs code
- tests/test_indexer.py 3.1 KB runs code
- tests/test_languages.py 7.5 KB runs code
- tests/test_parser.py 3.2 KB runs code
- tests/test_searcher.py 3.7 KB runs code
- tests/test_utils.py 3.2 KB runs code
- UPDATE-GUIDE.md 1.4 KB
- UPDATES.md 2.5 KB
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.
- 1mo ago First seen · 226 lines · 120 tokens per session scan A d5149050dbf6
chatgpt-search is a skill published in the GitHub repository buildoak/fieldwork-skills (15 stars, last pushed 7mo ago), licensed Apache-2.0. It adds 120 tokens to every session and 2,168 once invoked, about $0.0005 per session on Opus 5.5. 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 2026-08-30.
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