Trellis Session Insight
mindfold-ai/Trellis
Reach into past AI conversation history through the trellis mem CLI.
Consult OpenAI Codex for investigation, debugging, or code review.
$ npx skills add umputun/cc-thingz --skill ask-codex -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install umputun/cc-thingz ask-codex --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/umputun/cc-thingz.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/thinking-tools/skills/ask-codex .claude/skills/ask-codex && 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 "ask-codex" agent skill from https://github.com/umputun/cc-thingz/tree/master/plugins/thinking-tools/skills/ask-codex into .claude/skills/ask-codex/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ask-codex", 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/umputun/cc-thingz/tree/master/plugins/thinking-tools/skills/ask-codexType 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 umputun/cc-thingz --skill ask-codex -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install umputun/cc-thingz ask-codex --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/umputun/cc-thingz.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/thinking-tools/skills/ask-codex .agents/skills/ask-codex && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ask-codex" agent skill from https://github.com/umputun/cc-thingz/tree/master/plugins/thinking-tools/skills/ask-codex into .agents/skills/ask-codex/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ask-codex", 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 umputun/cc-thingz --skill ask-codex -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install umputun/cc-thingz ask-codex --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/umputun/cc-thingz.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/thinking-tools/skills/ask-codex .cursor/skills/ask-codex && 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 "ask-codex" agent skill from https://github.com/umputun/cc-thingz/tree/master/plugins/thinking-tools/skills/ask-codex into .cursor/skills/ask-codex/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ask-codex", 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/umputun/cc-thingz.git --path plugins/thinking-tools/skills/ask-codex--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 umputun/cc-thingz --skill ask-codex -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install umputun/cc-thingz ask-codex --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/umputun/cc-thingz.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/thinking-tools/skills/ask-codex .gemini/skills/ask-codex && 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 "ask-codex" agent skill from https://github.com/umputun/cc-thingz/tree/master/plugins/thinking-tools/skills/ask-codex into .gemini/skills/ask-codex/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ask-codex", 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 umputun/cc-thingz ask-codexInstalls 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 umputun/cc-thingz --skill ask-codex -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/umputun/cc-thingz.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/thinking-tools/skills/ask-codex .github/skills/ask-codex && 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 "ask-codex" agent skill from https://github.com/umputun/cc-thingz/tree/master/plugins/thinking-tools/skills/ask-codex into .github/skills/ask-codex/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ask-codex", 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 umputun/cc-thingz --skill ask-codex -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install umputun/cc-thingz ask-codex --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/umputun/cc-thingz.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/thinking-tools/skills/ask-codex .opencode/skills/ask-codex && 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 "ask-codex" agent skill from https://github.com/umputun/cc-thingz/tree/master/plugins/thinking-tools/skills/ask-codex into .opencode/skills/ask-codex/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ask-codex", 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.
ask-codexConsult OpenAI Codex for investigation, debugging, or code review.
Ask Codex is an agent skill from umputun/cc-thingz. Consult OpenAI Codex for investigation, debugging, or code review. Use when user explicitly asks to "ask codex", "check with codex", "codex review", or as a last resort when stuck after 4+ failed attempts at debugging, investigation, or bug fix and completely out of ideas. Codex is slow (2-5 min), so only escalate when truly stuck. Codex runs in read-only mode with full project access — it analyzes, we implement.
Its SKILL.md is about 2.6k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Development, covering Debugging. The repository describes itself as: various things for claude code. The licence is MIT.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 99e1c8d. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
BashReadGrepGlobFrom allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
codexnpmFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use npm, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Ask Codex loads about 2.6k tokens when it runs. Until then it costs about 107 tokens; SKILL.md has 782 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.
The automated check noted patterns worth knowing about, such as sudo or a known installer.
allowed-tools: Bash, Read, Grep, GlobAutomated 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); files beside SKILL.md are not scanned.
The full file from umputun/cc-thingz at commit 99e1c8d, republished under its MIT licence (© umputun). 782 words, ~2,579 tokens.
.claude/skills/ask-codex/SKILL.md (or your agent's skills folder).Consult OpenAI Codex (GPT-5.5) as a second opinion for investigation, debugging, or review tasks.
Explicit:
Automatic (last resort — stuck detection):
Run which codex to verify the CLI is installed. If not found, inform the user and stop.
Gather context from the current conversation:
Codex does NOT auto-load Claude Code's memory files — it only reads AGENTS.md. To give Codex the same project context Claude follows, prepend the memory-load preamble described in Step 3.
Build a focused prompt. Do NOT dump entire files — codex has full project access and can read them itself. Provide file paths and line references so codex knows where to look.
Prepend a memory-load preamble. Codex auto-loads only AGENTS.md; it does NOT read Claude Code's memory files (CLAUDE.md, CLAUDE.local.md, .claude/rules/, ~/.claude/CLAUDE.md), so the project conventions Claude follows are invisible to Codex unless you tell it to read them. Prepend this line to the prompt:
First read these project guidance files if present: <ABS_HOME>/.claude/CLAUDE.md, CLAUDE.md, CLAUDE.local.md, .claude/rules/<ABS_HOME> to the absolute home path (run echo $HOME, e.g. /home/<user>) and write the literal path — do NOT leave the string $HOME in the prompt. Whether $HOME expands depends on how the prompt is passed to Codex, and Codex may open the file with a non-shell tool that never expands it, so only a literal absolute path is reliable.@ prefix — @file is inert in codex exec (literal text, not an import).Template for investigation/debug:
# [Investigation/Debug] Request
## Problem
[2-3 sentence description]
## Context
- Files: [path/to/file.go:lineNumber, ...]
- Observed: [what's happening]
- Expected: [what should happen]
## What We Tried
[List approaches and outcomes, or "First consultation" if fresh question]
## Question
[Specific, focused question for codex to answer]
Provide:
1. Root cause analysis (if debugging)
2. Concrete recommendation with file:line references
3. Why previous approaches failed (if applicable)
Keep response focused and actionable.Template for code review (adversarial):
When asked for a code review, use this adversarial prompt that requires structured JSON output:
<role>
You are performing an adversarial code review.
Your job is to break confidence in the change, not to validate it.
</role>
<task>
Review the provided changes as if you are trying to find the strongest reasons
this change should not ship yet.
Scope: [files and changes to review — paths, branch diff, or description]
Focus: [specific area if user specified one, otherwise "general"]
</task>
<operating_stance>
Default to skepticism.
Assume the change can fail in subtle, high-cost, or user-visible ways until
the evidence says otherwise. Do not give credit for good intent or partial fixes.
If something only works on the happy path, treat that as a real weakness.
</operating_stance>
<attack_surfaces>
Prioritize failures that are expensive, dangerous, or hard to detect:
- auth, permissions, tenant isolation, and trust boundaries
- data loss, corruption, duplication, and irreversible state changes
- rollback safety, retries, partial failure, and idempotency gaps
- race conditions, ordering assumptions, stale state, and re-entrancy
- empty-state, nil, timeout, and degraded dependency behavior
- version skew, schema drift, migration hazards, and compatibility regressions
- observability gaps that would hide failure or make recovery harder
</attack_surfaces>
<finding_bar>
Report only material findings. No style feedback, naming nitpicks, or speculative
concerns without evidence. Each finding must answer:
1. What can go wrong?
2. Why is this code path vulnerable?
3. What is the likely impact?
4. What concrete change would reduce the risk?
Prefer one strong finding over several weak ones.
</finding_bar>
<grounding_rules>
Every finding must be defensible from actual code you can see.
Do not invent files, lines, code paths, or runtime behavior you cannot support.
If a conclusion depends on an inference, state that explicitly and keep the
confidence score honest.
</grounding_rules>
<structured_output>
Return ONLY valid JSON. Example with concrete values:
{
"verdict": "needs-attention",
"summary": "auth middleware skips token validation on retry paths",
"findings": [
{
"severity": "high",
"title": "token validation bypassed on retry",
"body": "retryHandler re-enters serveHTTP without revalidating the bearer token, allowing expired tokens through on transient failures",
"file": "internal/auth/middleware.go",
"line_start": 42,
"line_end": 55,
"confidence": 0.85,
"recommendation": "move token validation before the retry loop entry point"
}
],
"next_steps": ["add test for expired-token retry scenario"]
}
Allowed values:
- verdict: "approve" or "needs-attention"
- severity: "critical", "high", "medium", or "low"
- confidence: 0.0 to 1.0
Use "needs-attention" if there is any material risk worth blocking on.
Use "approve" only if you cannot support any substantive finding.
</structured_output>Run codex in background (it takes 2-5 minutes for complex analysis):
codex exec -m gpt-5.5 \
--sandbox read-only \
-c model_reasoning_effort="xhigh" \
-c stream_idle_timeout_ms=600000 \
"prompt here" < /dev/nullExecution rules:
< /dev/null (as shown). codex exec reads stdin to append a <stdin> block even when the prompt is a positional arg, so an inherited open pipe (common under a background launch) never closes and codex blocks forever on "Reading additional input from stdin…"; /dev/null gives immediate EOF.run_in_background: true in Bash toolFlags:
--sandbox read-only — codex can read all project files but cannot modify anything-m gpt-5.5 — latest model (adjust as newer versions become available)model_reasoning_effort="xhigh" — deepest reasoning tierFor investigation/debug responses (unstructured):
**Codex Analysis:**
[Codex's response — cleaned up and formatted]
---
**Assessment:** [Your 2-3 sentence evaluation]
**Proposed action:** [What codex suggests — awaiting approval]For review responses (structured JSON):
Parse the JSON output and present findings sorted by severity, filtered by confidence:
**Codex Review: [verdict]**
[summary]
**Findings** (N issues):
1. **[critical]** title (confidence: 0.9)
file.go:42-55
[body]
→ [recommendation]
2. **[high]** title (confidence: 0.8)
...
**Next steps:** [list]
---
**Assessment:** [Your evaluation — which findings are valid, which are false positives]CRITICAL: After presenting findings, STOP. Do not apply fixes, do not touch files, do not start implementing suggestions. Explicitly ask the user what to do next. Codex findings are input for discussion, not automatic work orders.
which codex — install via npm install -g @openai/codexcodex login if getting auth errorsstream_idle_timeout_ms for complex analyses< /dev/null stdin redirect — add it (see Step 4).© umputun, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in plugins/thinking-tools/skills/ask-codex of umputun/cc-thingz.
Open the folder on GitHubat commit 99e1c8d
Ask Codex 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 |
|---|---|---|---|---|---|---|
| Ask Codex this skillumputun/cc-thingz | 484 | — | ~2.6k | Automated safety check: Notes | MIT | |
| Trellis Session Insightmindfold-ai/Trellis | 15k | 4 repos | ~1.7k | Automated safety check: Pass | AGPL-3.0 | |
| Native Data FetchingCherryHQ/cherry-studio-app | 4k | 6 repos | ~2.9k | Automated safety check: Notes | MIT | |
| Debugging Executionsn8n-io/n8n | 207k | — | ~2.6k | Automated safety check: Pass | Custom licence | |
| Aoti Debugpytorch/pytorch | 104k | 1 repos | ~1.7k | Automated safety check: Pass | Custom licence | |
| Herdr Throwaway Reproductionherdrdev/herdr | 43k | — | ~2.4k | Automated safety check: Pass | Apache-2.0 |
mindfold-ai/Trellis
Reach into past AI conversation history through the trellis mem CLI.
CherryHQ/cherry-studio-app
A skill your agent uses when implementing or debugging ANY network request, API call, or data fetching.
n8n-io/n8n
Debug failed or wrong-output workflow executions using executions tools.
pytorch/pytorch
Debug AOTInductor (AOTI) errors and crashes. An agent skill from pytorch/pytorch.
herdrdev/herdr
Runs a disposable, uniquely named Herdr session inside an existing one so runtime, pane, terminal or API bugs can be reproduced without touching the main session.
ultralisp/ultralisp
A skill your agent uses when encountering any bug, test failure, or unexpected behavior, before proposing fixes
umputun/cc-thingz
Execute plan tasks sequentially using subagents. An agent skill from umputun/cc-thingz.
umputun/cc-thingz
A skill your agent uses when user asks to create a release, cut a release, or publish a version.
umputun/cc-thingz
Systematic root cause analysis for errors, bugs, and unexpected behaviors using 5-Why methodology.
umputun/cc-thingz
Read, work, and maintain a Git repo's deferred-work items in docs/backlog/, one file per item.
umputun/cc-thingz
Use before any creative work or significant changes. An agent skill from umputun/cc-thingz.
umputun/cc-thingz
This skill should be used when user appears confused, frustrated, or shows misalignment between expectations and reality.
Categories
Consult OpenAI Codex for investigation, debugging, or code review. Ask Codex is an agent skill from umputun/cc-thingz. Consult OpenAI Codex for investigation, debugging, or code review.
Ask Codex fits situations like: user explicitly asks to ask codex; check with codex; as a last resort when stuck after 4+ failed attempts at debugging; bug fix and completely out of ideas.
Run `npx skills add umputun/cc-thingz --skill ask-codex -a claude-code`. Or copy the skill folder (plugins/thinking-tools/skills/ask-codex in umputun/cc-thingz) into .claude/skills/ask-codex in your project. Claude Code loads it when a task matches its description.
Run `npx skills add umputun/cc-thingz --skill ask-codex -a codex`. Or copy the skill folder (plugins/thinking-tools/skills/ask-codex in umputun/cc-thingz) into .agents/skills/ask-codex in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add umputun/cc-thingz --skill ask-codex -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ask-codex, .gemini/skills/ask-codex, .github/skills/ask-codex and .opencode/skills/ask-codex in your project.
Going by SKILL.md and its folder, Ask Codex needs the command-line tools its instructions call (codex and npm). Our summary lists: Node.js. Its frontmatter pre-approves these tools: Bash, Read, Grep, Glob.
SKILL.md contains no URLs. Its commands use npm, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
Ask Codex is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.6k tokens (SKILL.md is roughly 10k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Ask Codex: Trellis Session Insight (mindfold-ai/Trellis, 15k stars), Native Data Fetching (CherryHQ/cherry-studio-app, 4k stars), Debugging Executions (n8n-io/n8n, 207k stars) and Aoti Debug (pytorch/pytorch, 104k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
umputun (a GitHub user) maintains it in umputun/cc-thingz, which has 484 GitHub stars. The repository holds 16 skills in this directory. The repository was last updated on October 5, 2026.
Source: umputun/cc-thingz on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.