Backend Test Worker
CorrectRoadH/OpenTickly
Build and verify real-Postgres Go tests and thin transport smoke for tracking behavior.
Dump and diagnose conversations from the local Bionic PostgreSQL database.
Install Conversation Dump
$ npx skills add bionic-gpt/bionic-gpt --skill conversation-dump -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install bionic-gpt/bionic-gpt conversation-dump --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/bionic-gpt/bionic-gpt.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/conversation-dump .claude/skills/conversation-dump && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "conversation-dump" agent skill from https://github.com/bionic-gpt/bionic-gpt/tree/main/.agents/skills/conversation-dump into .claude/skills/conversation-dump/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "conversation-dump", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/bionic-gpt/bionic-gpt/tree/main/.agents/skills/conversation-dumpType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add bionic-gpt/bionic-gpt --skill conversation-dump -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install bionic-gpt/bionic-gpt conversation-dump --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bionic-gpt/bionic-gpt.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/conversation-dump .agents/skills/conversation-dump && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "conversation-dump" agent skill from https://github.com/bionic-gpt/bionic-gpt/tree/main/.agents/skills/conversation-dump into .agents/skills/conversation-dump/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "conversation-dump", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add bionic-gpt/bionic-gpt --skill conversation-dump -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install bionic-gpt/bionic-gpt conversation-dump --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bionic-gpt/bionic-gpt.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/conversation-dump .cursor/skills/conversation-dump && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "conversation-dump" agent skill from https://github.com/bionic-gpt/bionic-gpt/tree/main/.agents/skills/conversation-dump into .cursor/skills/conversation-dump/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "conversation-dump", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/bionic-gpt/bionic-gpt.git --path .agents/skills/conversation-dump--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add bionic-gpt/bionic-gpt --skill conversation-dump -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install bionic-gpt/bionic-gpt conversation-dump --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bionic-gpt/bionic-gpt.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/conversation-dump .gemini/skills/conversation-dump && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "conversation-dump" agent skill from https://github.com/bionic-gpt/bionic-gpt/tree/main/.agents/skills/conversation-dump into .gemini/skills/conversation-dump/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "conversation-dump", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install bionic-gpt/bionic-gpt conversation-dumpInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add bionic-gpt/bionic-gpt --skill conversation-dump -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/bionic-gpt/bionic-gpt.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/conversation-dump .github/skills/conversation-dump && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "conversation-dump" agent skill from https://github.com/bionic-gpt/bionic-gpt/tree/main/.agents/skills/conversation-dump into .github/skills/conversation-dump/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "conversation-dump", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add bionic-gpt/bionic-gpt --skill conversation-dump -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install bionic-gpt/bionic-gpt conversation-dump --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bionic-gpt/bionic-gpt.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/conversation-dump .opencode/skills/conversation-dump && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "conversation-dump" agent skill from https://github.com/bionic-gpt/bionic-gpt/tree/main/.agents/skills/conversation-dump into .opencode/skills/conversation-dump/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "conversation-dump", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
conversation-dump- GitHub stars
- 2.4k
- Token cost
- ~297 tokens
- SKILL.md length
- 123 words
- Files
- 2 (incl. scripts)
- Skills in repo
- 21
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Dump and diagnose conversations from the local Bionic PostgreSQL database.
- Databases work in your project
- Runs Shell scripts from its folder; calls bash
What it does
Conversation Dump is an agent skill from bionic-gpt/bionic-gpt. Dump and diagnose conversations from the local Bionic PostgreSQL database.
Its SKILL.md is about 300 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/dump_conversation.sh`).
It sits in Databases. It works with PostgreSQL. The repository describes itself as: Bionic is sovereign Agentic AI for the enterprise — Runs on-premise and can securely work with your sensitive data and systems. The licence is Apache-2.0.
When your agent uses it
- Databases work in your project
Example prompts
- “/conversation-dump”
Requirements
- A Bash shell
What it can do on your machine
Read from SKILL.md and the folder at commit c155c00. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 1 file in scripts/ (Shell), which the agent can run.
Shell commands in SKILL.md call:
bash
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Conversation Dump loads about 297 tokens when it runs. Until then it costs about 23 tokens; SKILL.md has 123 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
The full file from bionic-gpt/bionic-gpt at commit c155c00, republished under its Apache-2.0 licence (© bionic-gpt). 123 words, ~297 tokens.
Download SKILL.mdSave it as
.claude/skills/conversation-dump/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- conversation-dump
- description
- Dump and diagnose conversations from the local Bionic PostgreSQL database.
Conversation Dump
Use this skill when you need to inspect a conversation stored in the locally running Bionic database, especially to diagnose tool-call, provider, or output problems.
Run the helper from the repository root:
bash .agents/skills/conversation-dump/scripts/dump_conversation.sh
bash .agents/skills/conversation-dump/scripts/dump_conversation.sh <conversation-id>With no ID it selects the conversation with the most recent chat activity. The
dump is saved by default to the workspace-local, ignored path
tmp/conversation-dumps/conversation-<id>.md, where it can be opened directly
from VS Code. Set DUMP_OUTPUT=/path/to/file.md to override that path. The
script is read-only and uses DATABASE_URL, falling back to APP_DATABASE_URL.
Report database observations separately from inferred causes. Pay particular attention to assistant tool calls that lack a matching tool response, failed tool/provider messages, oversized responses, and generated output records. Never include connection strings or credentials in the report.
© bionic-gpt, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file (scripts) in .agents/skills/conversation-dump of bionic-gpt/bionic-gpt.
- SKILL.md
- scripts/dump_conversation.sh
Open the folder on GitHubat commit c155c00
Compare with similar skills
Conversation Dump next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Conversation Dump this skillbionic-gpt/bionic-gpt | 2.4k | — | ~297 | Automated safety check: Pass | Apache-2.0 | |
| Backend Test WorkerCorrectRoadH/OpenTickly | 306 | — | ~1.3k | Automated safety check: Pass | AGPL-3.0 | |
| Ef Core Migrationsjihadkhawaja/Egroo | 178 | — | ~673 | Automated safety check: Pass | Apache-2.0 | |
| Add Oliphaunt Extensionf0rr0/oliphaunt | 105 | — | ~1.4k | Automated safety check: Pass | MIT | |
| Diagnose Cloud SessionFreakStudioCN/mpy-hardware-extension | 118 | — | ~809 | Automated safety check: Notes | Custom licence | |
| DB AdminEliasOulkadi/shokunin | 114 | — | ~2k | Automated safety check: Notes | MIT |
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jihadkhawaja/Egroo
Handle EF Core schema changes in Egroo. An agent skill from jihadkhawaja/Egroo.
Add Oliphaunt Extension
f0rr0/oliphaunt
Add, update, or remove an Oliphaunt PostgreSQL contrib or external extension, including source pins, build recipes, target support, SDK metadata, release products, carrier identities, and package…
Diagnose Cloud Session
FreakStudioCN/mpy-hardware-extension
用户报告 Blockless 扩展在云端实测时出问题（卡死/灰屏/跳步/构建失败），但本地复现不了、日志不在本地文件里时，用这个从云端托管数据库拉真实 session 定位症状与根因 / Use when a user reports an in-product Blockless bug from live cloud-backend testing and the real session…
DB Admin
EliasOulkadi/shokunin
PostgreSQL database administration — backup/restore (pgdump, PITR, WAL archiving), health monitoring (connections, bloat, cache hit ratio, dead tuples), connection pooling (PgBouncer), replication…
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Design a PostgreSQL-specific schema. An agent skill from ynulihao/AgentSkillOS.
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Questions about Conversation Dump
What does Conversation Dump do?
Dump and diagnose conversations from the local Bionic PostgreSQL database. Conversation Dump is an agent skill from bionic-gpt/bionic-gpt. Dump and diagnose conversations from the local Bionic PostgreSQL database.
When should I use Conversation Dump?
Conversation Dump fits situations like: databases work in your project.
How do I install Conversation Dump in Claude Code?
Run `npx skills add bionic-gpt/bionic-gpt --skill conversation-dump -a claude-code`. Or copy the skill folder (.agents/skills/conversation-dump in bionic-gpt/bionic-gpt) into .claude/skills/conversation-dump in your project. Claude Code loads it when a task matches its description.
How do I install Conversation Dump in Codex?
Run `npx skills add bionic-gpt/bionic-gpt --skill conversation-dump -a codex`. Or copy the skill folder (.agents/skills/conversation-dump in bionic-gpt/bionic-gpt) into .agents/skills/conversation-dump in your project. Codex loads it when a task matches its description.
Can I use Conversation Dump in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add bionic-gpt/bionic-gpt --skill conversation-dump -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/conversation-dump, .gemini/skills/conversation-dump, .github/skills/conversation-dump and .opencode/skills/conversation-dump in your project.
What does Conversation Dump need to run?
Going by SKILL.md and its folder, Conversation Dump needs a shell for the scripts in its folder and the command-line tools its instructions call (bash). Our summary lists: A Bash shell.
Does Conversation Dump access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Conversation Dump safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Conversation Dump use?
Conversation Dump is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Conversation Dump use?
About 297 tokens (SKILL.md is roughly 1.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Conversation Dump?
Skills that share tags, products or a category with Conversation Dump: Backend Test Worker (CorrectRoadH/OpenTickly, 306 stars), Ef Core Migrations (jihadkhawaja/Egroo, 178 stars), Add Oliphaunt Extension (f0rr0/oliphaunt, 105 stars) and Diagnose Cloud Session (FreakStudioCN/mpy-hardware-extension, 118 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Conversation Dump?
bionic-gpt (a GitHub organization) maintains it in bionic-gpt/bionic-gpt, which has 2,383 GitHub stars. The repository holds 21 skills in this directory. The repository was last updated on October 7, 2026.
Source: bionic-gpt/bionic-gpt on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.