Trellis Session Insight
mindfold-ai/Trellis
Reach into past AI conversation history through the trellis mem CLI.
Collect a minimal redacted Cohere diagnostic bundle with versions, request shape, timing, status, and reproduction evidence.
Install Cohere Debug Bundle
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill cohere-debug-bundle -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace cohere-debug-bundle --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/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/cohere-debug-bundle .claude/skills/cohere-debug-bundle && 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 "cohere-debug-bundle" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/cohere-debug-bundle into .claude/skills/cohere-debug-bundle/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cohere-debug-bundle", 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/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/cohere-debug-bundleType 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 jeremylongshore/tons-of-skills-marketplace --skill cohere-debug-bundle -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace cohere-debug-bundle --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/.curated/cohere-debug-bundle .agents/skills/cohere-debug-bundle && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "cohere-debug-bundle" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/cohere-debug-bundle into .agents/skills/cohere-debug-bundle/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cohere-debug-bundle", 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 jeremylongshore/tons-of-skills-marketplace --skill cohere-debug-bundle -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace cohere-debug-bundle --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/.curated/cohere-debug-bundle .cursor/skills/cohere-debug-bundle && 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 "cohere-debug-bundle" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/cohere-debug-bundle into .cursor/skills/cohere-debug-bundle/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cohere-debug-bundle", 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/jeremylongshore/tons-of-skills-marketplace.git --path skills/.curated/cohere-debug-bundle--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 jeremylongshore/tons-of-skills-marketplace --skill cohere-debug-bundle -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace cohere-debug-bundle --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/.curated/cohere-debug-bundle .gemini/skills/cohere-debug-bundle && 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 "cohere-debug-bundle" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/cohere-debug-bundle into .gemini/skills/cohere-debug-bundle/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cohere-debug-bundle", 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 jeremylongshore/tons-of-skills-marketplace cohere-debug-bundleInstalls 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 jeremylongshore/tons-of-skills-marketplace --skill cohere-debug-bundle -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/.curated/cohere-debug-bundle .github/skills/cohere-debug-bundle && 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 "cohere-debug-bundle" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/cohere-debug-bundle into .github/skills/cohere-debug-bundle/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cohere-debug-bundle", 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 jeremylongshore/tons-of-skills-marketplace --skill cohere-debug-bundle -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace cohere-debug-bundle --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/.curated/cohere-debug-bundle .opencode/skills/cohere-debug-bundle && 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 "cohere-debug-bundle" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/cohere-debug-bundle into .opencode/skills/cohere-debug-bundle/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cohere-debug-bundle", 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
cohere-debug-bundle- GitHub stars
- 2.8k
- Token cost
- ~1.1k tokens
- SKILL.md length
- 429 words
- Files
- 2 (incl. references)
- Skills in repo
- 3,342
- Repo updated
- First seen
- Licence
- MIT
At a glance
Collect a minimal redacted Cohere diagnostic bundle with versions, request shape, timing, status, and reproduction evidence.
- Works in 6 steps: Create a dedicated output directory with… → Capture runtime, SDK, lockfile, network… → Serialize a redacted request-shape… → …
- Escalating a persistent Cohere problem
- SKILL.md covers Overview, Prerequisites, Tool Discipline and Current Contract, plus 7 more sections
- Needs CO_API_KEY
What it does
Cohere Debug Bundle is an agent skill from jeremylongshore/tons-of-skills-marketplace. Collect a minimal redacted Cohere diagnostic bundle with versions, request shape, timing, status, and reproduction evidence. Use when escalating a persistent Cohere problem. Trigger with "Cohere debug bundle", "Cohere support evidence", or "collect Cohere diagnostics".
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/official-docs.md`). Compatibility notes: Designed for Claude Code; live verification requires network access and an approved Cohere API key
It sits in Development, covering Debugging. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.
When your agent uses it
- Escalating a persistent Cohere problem
- With Cohere debug bundle
- Cohere support evidence
- Collect Cohere diagnostics
Example prompts
- “Cohere debug bundle”
- “Cohere support evidence”
- “collect Cohere diagnostics”
- “/cohere-debug-bundle”
Requirements
- A credential in CO_API_KEY
- Compatibility (from SKILL.md): Designed for Claude Code; live verification requires network access and an approved Cohere API key
- Pre-approved tools (allowed-tools): Read, Glob, Grep, WebFetch, Write, Edit
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Create a dedicated output directory with restrictive permissions and a retention deadline.
- Capture runtime, SDK, lockfile, network path, timestamp, and Cohere status metadata.
- Serialize a redacted request-shape summary and the smallest synthetic reproduction.
- Include bounded probe output, application correlation ID, and sanitized stack trace.
- Scan the bundle for key formats, authorization headers, emails, prompts, and customer identifiers.
- Return the manifest and checksum for human review; do not transmit it automatically.
What it can do on your machine
Read from SKILL.md and the folder at commit 80f86df. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadGlobGrepWebFetchWriteEdit
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
docs.cohere.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
CO_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Compatibility
Designed for Claude Code; live verification requires network access and an approved Cohere API key
From compatibility in the SKILL.md frontmatter.
Context cost
Cohere Debug Bundle loads about 1.1k tokens when it runs, and up to ~1.9k if it reads all its reference files. Until then it costs about 72 tokens; SKILL.md has 429 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); files beside SKILL.md are not scanned.
SKILL.md
The full file from jeremylongshore/tons-of-skills-marketplace at commit 80f86df, republished under its MIT licence (© jeremylongshore). 429 words, ~1,079 tokens.
Download SKILL.mdSave it as
.claude/skills/cohere-debug-bundle/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- cohere-debug-bundle
- description
- Collect a minimal redacted Cohere diagnostic bundle with versions, request shape, timing, status, and reproduction evidence. Use when escalating a persistent Cohere problem. Trigger with "Cohere debug bundle", "Cohere support evidence", or "collect Cohere diagnostics".
- allowed-tools
- Read, Glob, Grep, WebFetch, Write, Edit
- compatibility
- Designed for Claude Code; live verification requires network access and an approved Cohere API key
- argument-hint
- [incident-id] [output-directory]
- version
- 1.6.0
- author
- Jeremy Longshore <jeremy@intentsolutions.io>
- license
- MIT
- tags
- saas, cohere, diagnostics
- model
- inherit
- effort
- high
Cohere Support-Ready Debug Bundle
Overview
Produce evidence that support can act on without copying credentials, prompts, customer data, or an unrestricted environment dump.
Prerequisites
- The target repository, runtime, environment, and accountable owner
- An approved Cohere team and key for any live verification
- Current quality, security, privacy, capacity, and change-control requirements
Tool Discipline
Use Read, Glob, and Grep to inspect code, configuration, and evidence. Use WebFetch only for current Cohere primary documentation. Use Write or Edit only when the user requested implementation and the exact target files are known; never write credentials or customer content.
Current Contract
- Collect only allowlisted environment-variable names and redact values.
- Record endpoint, SDK/runtime versions, model ID, status, latency, retry count, and provider request identifier when available.
- Represent request and response structures with synthetic or hashed content.
- Keep the bundle local until a human approves its recipients and data classification.
Authentication
Use an environment-specific key injected from an approved secret manager. Never print, persist, commit, or place CO_API_KEY in an example. Confirm access with the least costly bounded operation appropriate to the task, and treat key creation, rotation, revocation, role changes, and production-capacity requests as owner-approved actions.
Instructions
- Create a dedicated output directory with restrictive permissions and a retention deadline.
- Capture runtime, SDK, lockfile, network path, timestamp, and Cohere status metadata.
- Serialize a redacted request-shape summary and the smallest synthetic reproduction.
- Include bounded probe output, application correlation ID, and sanitized stack trace.
- Scan the bundle for key formats, authorization headers, emails, prompts, and customer identifiers.
- Return the manifest and checksum for human review; do not transmit it automatically.
Show full SKILL.md (162 more words)Show less
Approval Boundaries
Do not expose or rotate keys, change Cohere Team roles, accept commercial terms, enable sensitive production data, increase spend or capacity, switch production models, send a support bundle, or execute model-proposed side effects without the accountable owner's approval. Keep diagnosis read-only unless implementation was requested.
Output
Return the resolved API and model contract, files or settings inspected, evidence collected, validation result, remaining risk, owner, and rollback or next action. Redact keys, authorization headers, prompts, retrieved documents, embeddings, customer identifiers, and unrestricted environment output.
Error Handling
| Condition | Response |
|---|---|
| Secret detected | Stop packaging, remove the value, and rotate if exposure occurred. |
| Customer text present | Replace it with a synthetic reproducer or approved hash. |
| Oversized bundle | Drop unrelated logs and narrow the time window. |
| No reproduction | Document observed evidence and mark the failure intermittent. |
Examples
Use this compact handoff shape to keep the selected scope, validation evidence, and operational result reviewable.
Input:
incident=INC-42; window=10m; reproduction=synthetic; destination=local-onlyExpected handoff:
bundle=ready; secrets=0; customer-content=0; checksum=recordedResources
© jeremylongshore, MIT. 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 (references) in skills/.curated/cohere-debug-bundle of jeremylongshore/tons-of-skills-marketplace.
- SKILL.md
- references/official-docs.md
Open the folder on GitHubat commit 80f86df
Compare with similar skills
Cohere Debug Bundle 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 |
|---|---|---|---|---|---|---|
| Cohere Debug Bundle this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.1k | Automated safety check: Pass | 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 |
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Herdr Throwaway Reproduction
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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.
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Questions about Cohere Debug Bundle
What does Cohere Debug Bundle do?
Collect a minimal redacted Cohere diagnostic bundle with versions, request shape, timing, status, and reproduction evidence. Cohere Debug Bundle is an agent skill from jeremylongshore/tons-of-skills-marketplace. Collect a minimal redacted Cohere diagnostic bundle with versions, request shape, timing, status, and reproduction evidence.
When should I use Cohere Debug Bundle?
Cohere Debug Bundle fits situations like: escalating a persistent Cohere problem; with Cohere debug bundle; cohere support evidence; collect Cohere diagnostics.
How do I install Cohere Debug Bundle in Claude Code?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill cohere-debug-bundle -a claude-code`. Or copy the skill folder (skills/.curated/cohere-debug-bundle in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/cohere-debug-bundle in your project. Claude Code loads it when a task matches its description.
How do I install Cohere Debug Bundle in Codex?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill cohere-debug-bundle -a codex`. Or copy the skill folder (skills/.curated/cohere-debug-bundle in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/cohere-debug-bundle in your project. Codex loads it when a task matches its description.
Can I use Cohere Debug Bundle 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 jeremylongshore/tons-of-skills-marketplace --skill cohere-debug-bundle -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cohere-debug-bundle, .gemini/skills/cohere-debug-bundle, .github/skills/cohere-debug-bundle and .opencode/skills/cohere-debug-bundle in your project.
What does Cohere Debug Bundle need to run?
Going by SKILL.md and its folder, Cohere Debug Bundle needs credentials named CO_API_KEY. Our summary lists: A credential in CO_API_KEY. Its frontmatter pre-approves these tools: Read, Glob, Grep, WebFetch, Write, Edit. Compatibility (from SKILL.md): Designed for Claude Code; live verification requires network access and an approved Cohere API key.
Does Cohere Debug Bundle access the network?
SKILL.md names 1 domain. As links in the text: docs.cohere.com. This is read from the text; nothing was executed.
Is Cohere Debug Bundle 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. Review the folder before installing.
What licence does Cohere Debug Bundle use?
Cohere Debug Bundle is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Cohere Debug Bundle use?
About 1.1k tokens (SKILL.md is roughly 4.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 820 tokens, read only when the agent opens those files.
What are the alternatives to Cohere Debug Bundle?
Skills that share tags, products or a category with Cohere Debug Bundle: 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.
Who maintains Cohere Debug Bundle?
jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,825 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 9, 2026.
Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.