Creator · promptfoo
Last updated · Sep 2, 2026
Run, rerun, inspect, and QA promptfoo redteam scans from generated redteam YAML or an existing redteam setup config. Use when executing `promptfoo redteam eval` or `promptfoo redteam run`, exporting results, triaging attack success rate, grader failures, target errors, filter/rer
Creator · promptfoo
Last updated · Sep 2, 2026
Run, rerun, inspect, and QA promptfoo redteam scans from generated redteam YAML or an existing redteam setup config. Use when executing `promptfoo redteam eval` or `promptfoo redteam run`, exporting results, triaging attack success rate, grader failures, target errors, filter/rer
Creator · promptfoo
Last updated · Sep 2, 2026
Run, rerun, inspect, and QA promptfoo redteam scans from generated redteam YAML or an existing redteam setup config. Use when executing `promptfoo redteam eval` or `promptfoo redteam run`, exporting results, triaging attack success rate, grader failures, target errors, filter/rer
Creator · promptfoo
Last updated · Sep 2, 2026
Run, rerun, inspect, and QA promptfoo redteam scans from generated redteam YAML or an existing redteam setup config. Use when executing `promptfoo redteam eval` or `promptfoo redteam run`, exporting results, triaging attack success rate, grader failures, target errors, filter/rer
Sandbox only
Install targets
Codex install prompt
Install the "promptfoo-redteam-run" agent skill from https://github.com/promptfoo/promptfoo/tree/main/plugins/promptfoo/skills/promptfoo-redteam-run. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Run, rerun, inspect, and QA promptfoo redteam scans from generated redteam YAML or an existing redteam setup config. Use when executing `promptfoo redteam eval` or `promptfoo redteam run`, exporting results, triaging attack success rate, grader failures, target errors, filter/rerun commands, reports, or CI gates. Do not use for initial provider wiring or for choosing plugins and strategies before generation. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"promptfoo-promptfoo-redteam-run","task":"Install promptfoo-redteam-run","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
Scenario
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add promptfoo/promptfoo --skill promptfoo-redteam-run
Maintenance
fresh
4d since push
Risk
Needs review
Dependency or permission surface needs review
GitHub quality
25K
91/100 Quality · 81/100 Trust
Coverage tags
Review notes
Dependency or permission surface needs review · Permission surface may require sandboxing
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
ExcellentHigh-confidence pick with strong adoption and healthy maintenance signals.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
25K GitHub stars
Repo activity
25K stars, 2.3K forks
Maintenance
4d since push
License
MIT
Install
npx skills add promptfoo/promptfoo --skill promptfoo-redteam-run
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add promptfoo/promptfoo --skill promptfoo-redteam-runDo not use when
Alternative
1.9K Stars
npx skills add yanliudesign/mono-color-skill --skill mono-color
Alternative
61.0K Stars
npx skills add mvanhorn/last30days-skill -g
Alternative
38.4K Stars
npx skills add Imbad0202/academic-research-skills
Alternative
28.0K Stars
npx skills add assafelovic/gpt-researcher
Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Skill may drive a browser or interact with web pages.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20promptfoo-redteam-run%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20promptfoo-redteam-run%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/promptfoo-promptfoo-redteam-run/install
Agent should check
Copy prompt
Task: Use promptfoo-redteam-run in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20promptfoo-redteam-run%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/promptfoo-promptfoo-redteam-run/install
Install command: npx skills add promptfoo/promptfoo --skill promptfoo-redteam-run
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/promptfoo-promptfoo-redteam-run/install
LLM text format
/api/skills/promptfoo-promptfoo-redteam-run/install?format=text
Find alternatives
/api/skills/search?q=promptfoo-redteam-run&limit=3
Agent prompt
Use promptfoo-redteam-run for this task. Review https://www.openagentskill.com/api/skills/promptfoo-promptfoo-redteam-run/install, then install with: npx skills add promptfoo/promptfoo --skill promptfoo-redteam-runRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/promptfoo-promptfoo-redteam-run
LLM text
/api/registry/manifest/promptfoo-promptfoo-redteam-run?format=text
Install alias
/api/registry/install/promptfoo-promptfoo-redteam-run
Recommend
/api/registry/recommend?task=Use%20promptfoo-redteam-run%20in%20an%20agent%20workflow&limit=3
Agent fit
Research agents
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Research agents
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
PASS25K GitHub stars
Stars/forks activity
PASS25K stars, 2.3K forks; issue activity unavailable in current metadata
Recent maintenance
PASS4d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Analyze matches
I need my agent to analyze football matches, World Cup data, xG, players, teams, and predictions.
Workflow fit
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Alternative shortlist
Similar skills that may fit this task.
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
Academic Research Skills for Claude Code: research → write → review → revise → finalize
Run autonomous deep research over web and local sources
--- name: promptfoo-redteam-run description: > Run, rerun, inspect, and QA promptfoo redteam scans from generated redteam YAML or an existing redteam setup config. Use when executing `promptfoo redteam eval` or `promptfoo redteam run`, exporting results, triaging attack success rate, grader failures, target errors, filter/rerun commands, reports, or CI gates. Do not use for initial provider wiring or for choosing plugins and strategies before generation. ---
# Promptfoo Redteam Run
Execute redteam probes reproducibly, inspect the output artifact, and rerun only the slice that needs attention. Prefer evaluating existing generated tests with `redteam eval`; regenerate with `redteam run` only when config/test generation must change.
Read `references/redteam-run-patterns.md` when you need command recipes, result inspection snippets, or CI examples.
## Inputs
Infer these from the repo or user prompt:
- Generated scan file, usually `redteam.yaml`, or setup config if regeneration is requested. - Target environment, secrets/env file, concurrency/rate limits, and whether cloud sharing is allowed. - Grading mode: default remote grading, `redteam.provider`, `--grader`, or local deterministic QA provider. - Desired output: JSON/YAML/HTML export, report, CI gate, failure triage, or rerun of a previous result.
If a target or generated tests are missing, use `promptfoo-provider-setup` or `promptfoo-redteam-setup` first.
## Workflow
### 1. Choose run mode
- Use `redteam eval` when `redteam.yaml` already exists and you want stable apples-to-apples runs. - Use `redteam run --force` only when the setup changed or the user wants fresh generated probes. - Use a configured `redteam.provider` or `--grader` only when the scan needs a specific generator/grader or deterministic QA behavior. - Disable cloud sharing by default for internal targets. `redteam eval` and `retry` accept `--no-share`; `redteam run` does not currently expose that flag, so export `PROMPTFOO_DISABLE_SHARING=true` for the whole invocation or split into `redteam generate` + `redteam eval --no-share`. Only re-enable sharing when the user explicitly asks for a cloud URL.
### 2. Preflight
Use the CLI form that matches your environment for every command below: from the promptfoo repo, `npm run local -- redteam …` (align Node first with `source ~/.nvm/nvm.sh && nvm use`); outside the repo (an installed plugin or your own app project), `npx promptfoo@latest redteam …`, or a globally installed `promptfoo redteam …`.
Validate first:
```bash npm run local -- validate config -c path/to/redteam.yaml npm run local -- validate target -c path/to/redteam.yaml # Outside the repo: npx promptfoo@latest validate config -c path/to/redteam.yaml ```
Check that generated tests include `assert`, `metadata.pluginId`, `metadata.purpose` or `defaultTest.metadata.purpose`, and the real input vars. For `file://` providers in a generated eval file, target providers resolve like normal config file providers, so `file://./target.mjs` is relative to that config file. `redteam.provider` is loaded during grading from the command working directory, so use an absolute path or a repo-root-relative path when running from the repo root.
If validation fails with `ENOENT` for `file://./target.mjs`, the generated YAML was probably written to a different directory than the target. Regenerate beside the source config, move the generated file next to the target, or change the target id to an absolute/repo-root-relative `file://` path before rerunning.
### 3. Run and export
Evaluate generated tests:
```bash npm run local -- redteam eval -c path/to/redteam.yaml -o /tmp/redteam-results.json --no-cache --no-share --no-progress-bar # Outside the repo: npx promptfoo@latest redteam eval -c path/to/redteam.yaml -o /tmp/redteam-results.json --no-cache --no-share --no-progress-bar ```
Generate and evaluate in one command only when needed. `redteam run` has no `--no-share` flag, so disable sharing via the environment variable:
```bash PROMPTFOO_DISABLE_SHARING=true npm run local -- redteam run -c path/to/promptfooconfig.yaml --force --no-cache --no-progress-bar ```
For fragile targets, set `-j 1` and add `--delay` rather than allowing broad concurrency.
### 4. Inspect results
Always inspect the exported artifact. Do not rely only on the exit code because redteam failures may intentionally return a failing exit status.
Look for:
- `results.stats.successes`, `failures`, `errors`, and `tokenUsage` - Failed or errored rows, including `response.output`, `error`, `gradingResult`, `metadata.pluginId`, `metadata.strategyId`, and target label - `shareableUrl`; it should be `null` when `--no-share` is used - Attack success rate: `failures / (successes + failures)`
Treat grader transport/parse failures separately from real target failures. If `--filter-errors-only` returns zero rows, the source result likely had no ERROR rows or the generated test indices changed since the source run.
### 5. Rerun narrowly
Use filters before rerunning expensive scans:
```bash npm run local -- redteam eval -c path/to/redteam.yaml --filter-failing /tmp/redteam-results.json -o /tmp/redteam-failing-rerun.json --no-cache --no-share --no-progress-bar npm run local -- redteam eval -c path/to/redteam.yaml --filter-errors-only /tmp/redteam-results.json -o /tmp/redteam-errors-rerun.json --no-cache --no-share --no-progress-bar npm run local -- redteam eval -c path/to/redteam.yaml --filter-metadata pluginId=policy -o /tmp/redteam-policy.json --no-cache --no-share --no-progress-bar ```
For error-only reruns that should update the original evaluation in place, use `promptfoo retry <evalId>` instead of creating another eval.
### 6. Report or gate
Use `redteam report` for interactive triage after results are written. It starts or reuses the local Promptfoo UI, so ask before running it unless the user explicitly requested the report UI:
```bash npm run local -- redteam report ```
For CI, gate on explicit metrics from the JSON export. Keep thresholds tied to the app's risk tolerance and track category-level changes with `metadata.pluginId`.
## Common Mistakes
```bash # WRONG: regenerates probes when you only wanted a comparable rerun promptfoo redteam run
# BETTER: reuse generated tests promptfoo redteam eval -c redteam.yaml -o results.json --no-cache --no-share ```
```bash # WRONG: broad rerun after a flaky target error promptfoo redteam eval -c redteam.yaml
# BETTER: rerun only target/grader errors from the prior result promptfoo redteam eval -c redteam.yaml --filter-errors-only results.json -o errors-rerun.json --no-cache --no-share ```
## Output Contract
When done, state:
- Run mode used: existing generated tests or regenerate-and-run - Config/result/report paths - Data-sharing mode and grader/provider used - Commands run and whether any returned nonzero due to redteam failures - Success, failure, error counts and attack success rate - Highest-priority failing plugins/strategies and recommended next rerun or fix
Source provenance
Decision snapshot
24,743 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for promptfoo-redteam-run, ready for a manual X post.
promptfoo-redteam-run: Run, rerun, inspect, and QA promptfoo redteam scans from generated redteam YAML or an existin... 24.7K stars https://www.openagentskill.com/skills/promptfoo-promptfoo-redteam-run?ref=x
Listing + install path for promptfoo-redteam-run: https://www.openagentskill.com/skills/promptfoo-promptfoo-redteam-run?ref=x Install: npx skills add promptfoo/promptfoo --skill promptfoo-redteam-run
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Registry indexed listing is attributed to promptfoo but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/promptfoo-promptfoo-redteam-run?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/promptfoo-promptfoo-redteam-run?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/promptfoo-promptfoo-redteam-run/audit)
[](https://www.openagentskill.com/skills/promptfoo-promptfoo-redteam-run?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)promptfoo
@promptfoo
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
mono-color
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
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38.4K StarsGPT Researcher
Run autonomous deep research over web and local sources
28.0K StarsSandbox only
Install targets
Codex install prompt
Install the "promptfoo-redteam-run" agent skill from https://github.com/promptfoo/promptfoo/tree/main/plugins/promptfoo/skills/promptfoo-redteam-run. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Run, rerun, inspect, and QA promptfoo redteam scans from generated redteam YAML or an existing redteam setup config. Use when executing `promptfoo redteam eval` or `promptfoo redteam run`, exporting results, triaging attack success rate, grader failures, target errors, filter/rerun commands, reports, or CI gates. Do not use for initial provider wiring or for choosing plugins and strategies before generation. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"promptfoo-promptfoo-redteam-run","task":"Install promptfoo-redteam-run","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
Scenario
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add promptfoo/promptfoo --skill promptfoo-redteam-run
Maintenance
fresh
4d since push
Risk
Needs review
Dependency or permission surface needs review
GitHub quality
25K
91/100 Quality · 81/100 Trust
Coverage tags
Review notes
Dependency or permission surface needs review · Permission surface may require sandboxing
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
ExcellentHigh-confidence pick with strong adoption and healthy maintenance signals.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
25K GitHub stars
Repo activity
25K stars, 2.3K forks
Maintenance
4d since push
License
MIT
Install
npx skills add promptfoo/promptfoo --skill promptfoo-redteam-run
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add promptfoo/promptfoo --skill promptfoo-redteam-runDo not use when
Alternative
1.9K Stars
npx skills add yanliudesign/mono-color-skill --skill mono-color
Alternative
61.0K Stars
npx skills add mvanhorn/last30days-skill -g
Alternative
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Alternative
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Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Skill may drive a browser or interact with web pages.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20promptfoo-redteam-run%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20promptfoo-redteam-run%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/promptfoo-promptfoo-redteam-run/install
Agent should check
Copy prompt
Task: Use promptfoo-redteam-run in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20promptfoo-redteam-run%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/promptfoo-promptfoo-redteam-run/install
Install command: npx skills add promptfoo/promptfoo --skill promptfoo-redteam-run
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/promptfoo-promptfoo-redteam-run/install
LLM text format
/api/skills/promptfoo-promptfoo-redteam-run/install?format=text
Find alternatives
/api/skills/search?q=promptfoo-redteam-run&limit=3
Agent prompt
Use promptfoo-redteam-run for this task. Review https://www.openagentskill.com/api/skills/promptfoo-promptfoo-redteam-run/install, then install with: npx skills add promptfoo/promptfoo --skill promptfoo-redteam-runRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/promptfoo-promptfoo-redteam-run
LLM text
/api/registry/manifest/promptfoo-promptfoo-redteam-run?format=text
Install alias
/api/registry/install/promptfoo-promptfoo-redteam-run
Recommend
/api/registry/recommend?task=Use%20promptfoo-redteam-run%20in%20an%20agent%20workflow&limit=3
Agent fit
Research agents
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Research agents
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
PASS25K GitHub stars
Stars/forks activity
PASS25K stars, 2.3K forks; issue activity unavailable in current metadata
Recent maintenance
PASS4d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Analyze matches
I need my agent to analyze football matches, World Cup data, xG, players, teams, and predictions.
Workflow fit
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Alternative shortlist
Similar skills that may fit this task.
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
Academic Research Skills for Claude Code: research → write → review → revise → finalize
Run autonomous deep research over web and local sources
--- name: promptfoo-redteam-run description: > Run, rerun, inspect, and QA promptfoo redteam scans from generated redteam YAML or an existing redteam setup config. Use when executing `promptfoo redteam eval` or `promptfoo redteam run`, exporting results, triaging attack success rate, grader failures, target errors, filter/rerun commands, reports, or CI gates. Do not use for initial provider wiring or for choosing plugins and strategies before generation. ---
# Promptfoo Redteam Run
Execute redteam probes reproducibly, inspect the output artifact, and rerun only the slice that needs attention. Prefer evaluating existing generated tests with `redteam eval`; regenerate with `redteam run` only when config/test generation must change.
Read `references/redteam-run-patterns.md` when you need command recipes, result inspection snippets, or CI examples.
## Inputs
Infer these from the repo or user prompt:
- Generated scan file, usually `redteam.yaml`, or setup config if regeneration is requested. - Target environment, secrets/env file, concurrency/rate limits, and whether cloud sharing is allowed. - Grading mode: default remote grading, `redteam.provider`, `--grader`, or local deterministic QA provider. - Desired output: JSON/YAML/HTML export, report, CI gate, failure triage, or rerun of a previous result.
If a target or generated tests are missing, use `promptfoo-provider-setup` or `promptfoo-redteam-setup` first.
## Workflow
### 1. Choose run mode
- Use `redteam eval` when `redteam.yaml` already exists and you want stable apples-to-apples runs. - Use `redteam run --force` only when the setup changed or the user wants fresh generated probes. - Use a configured `redteam.provider` or `--grader` only when the scan needs a specific generator/grader or deterministic QA behavior. - Disable cloud sharing by default for internal targets. `redteam eval` and `retry` accept `--no-share`; `redteam run` does not currently expose that flag, so export `PROMPTFOO_DISABLE_SHARING=true` for the whole invocation or split into `redteam generate` + `redteam eval --no-share`. Only re-enable sharing when the user explicitly asks for a cloud URL.
### 2. Preflight
Use the CLI form that matches your environment for every command below: from the promptfoo repo, `npm run local -- redteam …` (align Node first with `source ~/.nvm/nvm.sh && nvm use`); outside the repo (an installed plugin or your own app project), `npx promptfoo@latest redteam …`, or a globally installed `promptfoo redteam …`.
Validate first:
```bash npm run local -- validate config -c path/to/redteam.yaml npm run local -- validate target -c path/to/redteam.yaml # Outside the repo: npx promptfoo@latest validate config -c path/to/redteam.yaml ```
Check that generated tests include `assert`, `metadata.pluginId`, `metadata.purpose` or `defaultTest.metadata.purpose`, and the real input vars. For `file://` providers in a generated eval file, target providers resolve like normal config file providers, so `file://./target.mjs` is relative to that config file. `redteam.provider` is loaded during grading from the command working directory, so use an absolute path or a repo-root-relative path when running from the repo root.
If validation fails with `ENOENT` for `file://./target.mjs`, the generated YAML was probably written to a different directory than the target. Regenerate beside the source config, move the generated file next to the target, or change the target id to an absolute/repo-root-relative `file://` path before rerunning.
### 3. Run and export
Evaluate generated tests:
```bash npm run local -- redteam eval -c path/to/redteam.yaml -o /tmp/redteam-results.json --no-cache --no-share --no-progress-bar # Outside the repo: npx promptfoo@latest redteam eval -c path/to/redteam.yaml -o /tmp/redteam-results.json --no-cache --no-share --no-progress-bar ```
Generate and evaluate in one command only when needed. `redteam run` has no `--no-share` flag, so disable sharing via the environment variable:
```bash PROMPTFOO_DISABLE_SHARING=true npm run local -- redteam run -c path/to/promptfooconfig.yaml --force --no-cache --no-progress-bar ```
For fragile targets, set `-j 1` and add `--delay` rather than allowing broad concurrency.
### 4. Inspect results
Always inspect the exported artifact. Do not rely only on the exit code because redteam failures may intentionally return a failing exit status.
Look for:
- `results.stats.successes`, `failures`, `errors`, and `tokenUsage` - Failed or errored rows, including `response.output`, `error`, `gradingResult`, `metadata.pluginId`, `metadata.strategyId`, and target label - `shareableUrl`; it should be `null` when `--no-share` is used - Attack success rate: `failures / (successes + failures)`
Treat grader transport/parse failures separately from real target failures. If `--filter-errors-only` returns zero rows, the source result likely had no ERROR rows or the generated test indices changed since the source run.
### 5. Rerun narrowly
Use filters before rerunning expensive scans:
```bash npm run local -- redteam eval -c path/to/redteam.yaml --filter-failing /tmp/redteam-results.json -o /tmp/redteam-failing-rerun.json --no-cache --no-share --no-progress-bar npm run local -- redteam eval -c path/to/redteam.yaml --filter-errors-only /tmp/redteam-results.json -o /tmp/redteam-errors-rerun.json --no-cache --no-share --no-progress-bar npm run local -- redteam eval -c path/to/redteam.yaml --filter-metadata pluginId=policy -o /tmp/redteam-policy.json --no-cache --no-share --no-progress-bar ```
For error-only reruns that should update the original evaluation in place, use `promptfoo retry <evalId>` instead of creating another eval.
### 6. Report or gate
Use `redteam report` for interactive triage after results are written. It starts or reuses the local Promptfoo UI, so ask before running it unless the user explicitly requested the report UI:
```bash npm run local -- redteam report ```
For CI, gate on explicit metrics from the JSON export. Keep thresholds tied to the app's risk tolerance and track category-level changes with `metadata.pluginId`.
## Common Mistakes
```bash # WRONG: regenerates probes when you only wanted a comparable rerun promptfoo redteam run
# BETTER: reuse generated tests promptfoo redteam eval -c redteam.yaml -o results.json --no-cache --no-share ```
```bash # WRONG: broad rerun after a flaky target error promptfoo redteam eval -c redteam.yaml
# BETTER: rerun only target/grader errors from the prior result promptfoo redteam eval -c redteam.yaml --filter-errors-only results.json -o errors-rerun.json --no-cache --no-share ```
## Output Contract
When done, state:
- Run mode used: existing generated tests or regenerate-and-run - Config/result/report paths - Data-sharing mode and grader/provider used - Commands run and whether any returned nonzero due to redteam failures - Success, failure, error counts and attack success rate - Highest-priority failing plugins/strategies and recommended next rerun or fix
Source provenance
Decision snapshot
24,743 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for promptfoo-redteam-run, ready for a manual X post.
promptfoo-redteam-run: Run, rerun, inspect, and QA promptfoo redteam scans from generated redteam YAML or an existin... 24.7K stars https://www.openagentskill.com/skills/promptfoo-promptfoo-redteam-run?ref=x
Listing + install path for promptfoo-redteam-run: https://www.openagentskill.com/skills/promptfoo-promptfoo-redteam-run?ref=x Install: npx skills add promptfoo/promptfoo --skill promptfoo-redteam-run
Listing source
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Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
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Creator backlink kit
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[](https://www.openagentskill.com/skills/promptfoo-promptfoo-redteam-run?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/promptfoo-promptfoo-redteam-run/audit)
[](https://www.openagentskill.com/skills/promptfoo-promptfoo-redteam-run?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)promptfoo
@promptfoo
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
mono-color
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
1.9K StarsLast30days Skill
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
61.0K StarsAcademic Research Skills
Academic Research Skills for Claude Code: research → write → review → revise → finalize
38.4K StarsGPT Researcher
Run autonomous deep research over web and local sources
28.0K StarsSandbox only
Install targets
Codex install prompt
Install the "promptfoo-redteam-run" agent skill from https://github.com/promptfoo/promptfoo/tree/main/plugins/promptfoo/skills/promptfoo-redteam-run. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Run, rerun, inspect, and QA promptfoo redteam scans from generated redteam YAML or an existing redteam setup config. Use when executing `promptfoo redteam eval` or `promptfoo redteam run`, exporting results, triaging attack success rate, grader failures, target errors, filter/rerun commands, reports, or CI gates. Do not use for initial provider wiring or for choosing plugins and strategies before generation. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"promptfoo-promptfoo-redteam-run","task":"Install promptfoo-redteam-run","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
Scenario
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add promptfoo/promptfoo --skill promptfoo-redteam-run
Maintenance
fresh
4d since push
Risk
Needs review
Dependency or permission surface needs review
GitHub quality
25K
91/100 Quality · 81/100 Trust
Coverage tags
Review notes
Dependency or permission surface needs review · Permission surface may require sandboxing
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
ExcellentHigh-confidence pick with strong adoption and healthy maintenance signals.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
25K GitHub stars
Repo activity
25K stars, 2.3K forks
Maintenance
4d since push
License
MIT
Install
npx skills add promptfoo/promptfoo --skill promptfoo-redteam-run
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add promptfoo/promptfoo --skill promptfoo-redteam-runDo not use when
Alternative
1.9K Stars
npx skills add yanliudesign/mono-color-skill --skill mono-color
Alternative
61.0K Stars
npx skills add mvanhorn/last30days-skill -g
Alternative
38.4K Stars
npx skills add Imbad0202/academic-research-skills
Alternative
28.0K Stars
npx skills add assafelovic/gpt-researcher
Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Skill may drive a browser or interact with web pages.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20promptfoo-redteam-run%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20promptfoo-redteam-run%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/promptfoo-promptfoo-redteam-run/install
Agent should check
Copy prompt
Task: Use promptfoo-redteam-run in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20promptfoo-redteam-run%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/promptfoo-promptfoo-redteam-run/install
Install command: npx skills add promptfoo/promptfoo --skill promptfoo-redteam-run
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/promptfoo-promptfoo-redteam-run/install
LLM text format
/api/skills/promptfoo-promptfoo-redteam-run/install?format=text
Find alternatives
/api/skills/search?q=promptfoo-redteam-run&limit=3
Agent prompt
Use promptfoo-redteam-run for this task. Review https://www.openagentskill.com/api/skills/promptfoo-promptfoo-redteam-run/install, then install with: npx skills add promptfoo/promptfoo --skill promptfoo-redteam-runRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/promptfoo-promptfoo-redteam-run
LLM text
/api/registry/manifest/promptfoo-promptfoo-redteam-run?format=text
Install alias
/api/registry/install/promptfoo-promptfoo-redteam-run
Recommend
/api/registry/recommend?task=Use%20promptfoo-redteam-run%20in%20an%20agent%20workflow&limit=3
Agent fit
Research agents
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Research agents
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
PASS25K GitHub stars
Stars/forks activity
PASS25K stars, 2.3K forks; issue activity unavailable in current metadata
Recent maintenance
PASS4d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Analyze matches
I need my agent to analyze football matches, World Cup data, xG, players, teams, and predictions.
Workflow fit
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Alternative shortlist
Similar skills that may fit this task.
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
Academic Research Skills for Claude Code: research → write → review → revise → finalize
Run autonomous deep research over web and local sources
--- name: promptfoo-redteam-run description: > Run, rerun, inspect, and QA promptfoo redteam scans from generated redteam YAML or an existing redteam setup config. Use when executing `promptfoo redteam eval` or `promptfoo redteam run`, exporting results, triaging attack success rate, grader failures, target errors, filter/rerun commands, reports, or CI gates. Do not use for initial provider wiring or for choosing plugins and strategies before generation. ---
# Promptfoo Redteam Run
Execute redteam probes reproducibly, inspect the output artifact, and rerun only the slice that needs attention. Prefer evaluating existing generated tests with `redteam eval`; regenerate with `redteam run` only when config/test generation must change.
Read `references/redteam-run-patterns.md` when you need command recipes, result inspection snippets, or CI examples.
## Inputs
Infer these from the repo or user prompt:
- Generated scan file, usually `redteam.yaml`, or setup config if regeneration is requested. - Target environment, secrets/env file, concurrency/rate limits, and whether cloud sharing is allowed. - Grading mode: default remote grading, `redteam.provider`, `--grader`, or local deterministic QA provider. - Desired output: JSON/YAML/HTML export, report, CI gate, failure triage, or rerun of a previous result.
If a target or generated tests are missing, use `promptfoo-provider-setup` or `promptfoo-redteam-setup` first.
## Workflow
### 1. Choose run mode
- Use `redteam eval` when `redteam.yaml` already exists and you want stable apples-to-apples runs. - Use `redteam run --force` only when the setup changed or the user wants fresh generated probes. - Use a configured `redteam.provider` or `--grader` only when the scan needs a specific generator/grader or deterministic QA behavior. - Disable cloud sharing by default for internal targets. `redteam eval` and `retry` accept `--no-share`; `redteam run` does not currently expose that flag, so export `PROMPTFOO_DISABLE_SHARING=true` for the whole invocation or split into `redteam generate` + `redteam eval --no-share`. Only re-enable sharing when the user explicitly asks for a cloud URL.
### 2. Preflight
Use the CLI form that matches your environment for every command below: from the promptfoo repo, `npm run local -- redteam …` (align Node first with `source ~/.nvm/nvm.sh && nvm use`); outside the repo (an installed plugin or your own app project), `npx promptfoo@latest redteam …`, or a globally installed `promptfoo redteam …`.
Validate first:
```bash npm run local -- validate config -c path/to/redteam.yaml npm run local -- validate target -c path/to/redteam.yaml # Outside the repo: npx promptfoo@latest validate config -c path/to/redteam.yaml ```
Check that generated tests include `assert`, `metadata.pluginId`, `metadata.purpose` or `defaultTest.metadata.purpose`, and the real input vars. For `file://` providers in a generated eval file, target providers resolve like normal config file providers, so `file://./target.mjs` is relative to that config file. `redteam.provider` is loaded during grading from the command working directory, so use an absolute path or a repo-root-relative path when running from the repo root.
If validation fails with `ENOENT` for `file://./target.mjs`, the generated YAML was probably written to a different directory than the target. Regenerate beside the source config, move the generated file next to the target, or change the target id to an absolute/repo-root-relative `file://` path before rerunning.
### 3. Run and export
Evaluate generated tests:
```bash npm run local -- redteam eval -c path/to/redteam.yaml -o /tmp/redteam-results.json --no-cache --no-share --no-progress-bar # Outside the repo: npx promptfoo@latest redteam eval -c path/to/redteam.yaml -o /tmp/redteam-results.json --no-cache --no-share --no-progress-bar ```
Generate and evaluate in one command only when needed. `redteam run` has no `--no-share` flag, so disable sharing via the environment variable:
```bash PROMPTFOO_DISABLE_SHARING=true npm run local -- redteam run -c path/to/promptfooconfig.yaml --force --no-cache --no-progress-bar ```
For fragile targets, set `-j 1` and add `--delay` rather than allowing broad concurrency.
### 4. Inspect results
Always inspect the exported artifact. Do not rely only on the exit code because redteam failures may intentionally return a failing exit status.
Look for:
- `results.stats.successes`, `failures`, `errors`, and `tokenUsage` - Failed or errored rows, including `response.output`, `error`, `gradingResult`, `metadata.pluginId`, `metadata.strategyId`, and target label - `shareableUrl`; it should be `null` when `--no-share` is used - Attack success rate: `failures / (successes + failures)`
Treat grader transport/parse failures separately from real target failures. If `--filter-errors-only` returns zero rows, the source result likely had no ERROR rows or the generated test indices changed since the source run.
### 5. Rerun narrowly
Use filters before rerunning expensive scans:
```bash npm run local -- redteam eval -c path/to/redteam.yaml --filter-failing /tmp/redteam-results.json -o /tmp/redteam-failing-rerun.json --no-cache --no-share --no-progress-bar npm run local -- redteam eval -c path/to/redteam.yaml --filter-errors-only /tmp/redteam-results.json -o /tmp/redteam-errors-rerun.json --no-cache --no-share --no-progress-bar npm run local -- redteam eval -c path/to/redteam.yaml --filter-metadata pluginId=policy -o /tmp/redteam-policy.json --no-cache --no-share --no-progress-bar ```
For error-only reruns that should update the original evaluation in place, use `promptfoo retry <evalId>` instead of creating another eval.
### 6. Report or gate
Use `redteam report` for interactive triage after results are written. It starts or reuses the local Promptfoo UI, so ask before running it unless the user explicitly requested the report UI:
```bash npm run local -- redteam report ```
For CI, gate on explicit metrics from the JSON export. Keep thresholds tied to the app's risk tolerance and track category-level changes with `metadata.pluginId`.
## Common Mistakes
```bash # WRONG: regenerates probes when you only wanted a comparable rerun promptfoo redteam run
# BETTER: reuse generated tests promptfoo redteam eval -c redteam.yaml -o results.json --no-cache --no-share ```
```bash # WRONG: broad rerun after a flaky target error promptfoo redteam eval -c redteam.yaml
# BETTER: rerun only target/grader errors from the prior result promptfoo redteam eval -c redteam.yaml --filter-errors-only results.json -o errors-rerun.json --no-cache --no-share ```
## Output Contract
When done, state:
- Run mode used: existing generated tests or regenerate-and-run - Config/result/report paths - Data-sharing mode and grader/provider used - Commands run and whether any returned nonzero due to redteam failures - Success, failure, error counts and attack success rate - Highest-priority failing plugins/strategies and recommended next rerun or fix
Source provenance
Decision snapshot
24,743 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for promptfoo-redteam-run, ready for a manual X post.
promptfoo-redteam-run: Run, rerun, inspect, and QA promptfoo redteam scans from generated redteam YAML or an existin... 24.7K stars https://www.openagentskill.com/skills/promptfoo-promptfoo-redteam-run?ref=x
Listing + install path for promptfoo-redteam-run: https://www.openagentskill.com/skills/promptfoo-promptfoo-redteam-run?ref=x Install: npx skills add promptfoo/promptfoo --skill promptfoo-redteam-run
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Registry indexed listing is attributed to promptfoo but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/promptfoo-promptfoo-redteam-run?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/promptfoo-promptfoo-redteam-run?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/promptfoo-promptfoo-redteam-run/audit)
[](https://www.openagentskill.com/skills/promptfoo-promptfoo-redteam-run?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)promptfoo
@promptfoo
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
mono-color
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
1.9K StarsLast30days Skill
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
61.0K StarsAcademic Research Skills
Academic Research Skills for Claude Code: research → write → review → revise → finalize
38.4K StarsGPT Researcher
Run autonomous deep research over web and local sources
28.0K StarsSandbox only
Install targets
Codex install prompt
Install the "promptfoo-redteam-run" agent skill from https://github.com/promptfoo/promptfoo/tree/main/plugins/promptfoo/skills/promptfoo-redteam-run. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Run, rerun, inspect, and QA promptfoo redteam scans from generated redteam YAML or an existing redteam setup config. Use when executing `promptfoo redteam eval` or `promptfoo redteam run`, exporting results, triaging attack success rate, grader failures, target errors, filter/rerun commands, reports, or CI gates. Do not use for initial provider wiring or for choosing plugins and strategies before generation. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"promptfoo-promptfoo-redteam-run","task":"Install promptfoo-redteam-run","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
Scenario
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add promptfoo/promptfoo --skill promptfoo-redteam-run
Maintenance
fresh
4d since push
Risk
Needs review
Dependency or permission surface needs review
GitHub quality
25K
91/100 Quality · 81/100 Trust
Coverage tags
Review notes
Dependency or permission surface needs review · Permission surface may require sandboxing
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
ExcellentHigh-confidence pick with strong adoption and healthy maintenance signals.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
25K GitHub stars
Repo activity
25K stars, 2.3K forks
Maintenance
4d since push
License
MIT
Install
npx skills add promptfoo/promptfoo --skill promptfoo-redteam-run
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add promptfoo/promptfoo --skill promptfoo-redteam-runDo not use when
Alternative
1.9K Stars
npx skills add yanliudesign/mono-color-skill --skill mono-color
Alternative
61.0K Stars
npx skills add mvanhorn/last30days-skill -g
Alternative
38.4K Stars
npx skills add Imbad0202/academic-research-skills
Alternative
28.0K Stars
npx skills add assafelovic/gpt-researcher
Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Skill may drive a browser or interact with web pages.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20promptfoo-redteam-run%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20promptfoo-redteam-run%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/promptfoo-promptfoo-redteam-run/install
Agent should check
Copy prompt
Task: Use promptfoo-redteam-run in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20promptfoo-redteam-run%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/promptfoo-promptfoo-redteam-run/install
Install command: npx skills add promptfoo/promptfoo --skill promptfoo-redteam-run
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/promptfoo-promptfoo-redteam-run/install
LLM text format
/api/skills/promptfoo-promptfoo-redteam-run/install?format=text
Find alternatives
/api/skills/search?q=promptfoo-redteam-run&limit=3
Agent prompt
Use promptfoo-redteam-run for this task. Review https://www.openagentskill.com/api/skills/promptfoo-promptfoo-redteam-run/install, then install with: npx skills add promptfoo/promptfoo --skill promptfoo-redteam-runRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/promptfoo-promptfoo-redteam-run
LLM text
/api/registry/manifest/promptfoo-promptfoo-redteam-run?format=text
Install alias
/api/registry/install/promptfoo-promptfoo-redteam-run
Recommend
/api/registry/recommend?task=Use%20promptfoo-redteam-run%20in%20an%20agent%20workflow&limit=3
Agent fit
Research agents
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Research agents
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
PASS25K GitHub stars
Stars/forks activity
PASS25K stars, 2.3K forks; issue activity unavailable in current metadata
Recent maintenance
PASS4d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Analyze matches
I need my agent to analyze football matches, World Cup data, xG, players, teams, and predictions.
Workflow fit
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Alternative shortlist
Similar skills that may fit this task.
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
Academic Research Skills for Claude Code: research → write → review → revise → finalize
Run autonomous deep research over web and local sources
--- name: promptfoo-redteam-run description: > Run, rerun, inspect, and QA promptfoo redteam scans from generated redteam YAML or an existing redteam setup config. Use when executing `promptfoo redteam eval` or `promptfoo redteam run`, exporting results, triaging attack success rate, grader failures, target errors, filter/rerun commands, reports, or CI gates. Do not use for initial provider wiring or for choosing plugins and strategies before generation. ---
# Promptfoo Redteam Run
Execute redteam probes reproducibly, inspect the output artifact, and rerun only the slice that needs attention. Prefer evaluating existing generated tests with `redteam eval`; regenerate with `redteam run` only when config/test generation must change.
Read `references/redteam-run-patterns.md` when you need command recipes, result inspection snippets, or CI examples.
## Inputs
Infer these from the repo or user prompt:
- Generated scan file, usually `redteam.yaml`, or setup config if regeneration is requested. - Target environment, secrets/env file, concurrency/rate limits, and whether cloud sharing is allowed. - Grading mode: default remote grading, `redteam.provider`, `--grader`, or local deterministic QA provider. - Desired output: JSON/YAML/HTML export, report, CI gate, failure triage, or rerun of a previous result.
If a target or generated tests are missing, use `promptfoo-provider-setup` or `promptfoo-redteam-setup` first.
## Workflow
### 1. Choose run mode
- Use `redteam eval` when `redteam.yaml` already exists and you want stable apples-to-apples runs. - Use `redteam run --force` only when the setup changed or the user wants fresh generated probes. - Use a configured `redteam.provider` or `--grader` only when the scan needs a specific generator/grader or deterministic QA behavior. - Disable cloud sharing by default for internal targets. `redteam eval` and `retry` accept `--no-share`; `redteam run` does not currently expose that flag, so export `PROMPTFOO_DISABLE_SHARING=true` for the whole invocation or split into `redteam generate` + `redteam eval --no-share`. Only re-enable sharing when the user explicitly asks for a cloud URL.
### 2. Preflight
Use the CLI form that matches your environment for every command below: from the promptfoo repo, `npm run local -- redteam …` (align Node first with `source ~/.nvm/nvm.sh && nvm use`); outside the repo (an installed plugin or your own app project), `npx promptfoo@latest redteam …`, or a globally installed `promptfoo redteam …`.
Validate first:
```bash npm run local -- validate config -c path/to/redteam.yaml npm run local -- validate target -c path/to/redteam.yaml # Outside the repo: npx promptfoo@latest validate config -c path/to/redteam.yaml ```
Check that generated tests include `assert`, `metadata.pluginId`, `metadata.purpose` or `defaultTest.metadata.purpose`, and the real input vars. For `file://` providers in a generated eval file, target providers resolve like normal config file providers, so `file://./target.mjs` is relative to that config file. `redteam.provider` is loaded during grading from the command working directory, so use an absolute path or a repo-root-relative path when running from the repo root.
If validation fails with `ENOENT` for `file://./target.mjs`, the generated YAML was probably written to a different directory than the target. Regenerate beside the source config, move the generated file next to the target, or change the target id to an absolute/repo-root-relative `file://` path before rerunning.
### 3. Run and export
Evaluate generated tests:
```bash npm run local -- redteam eval -c path/to/redteam.yaml -o /tmp/redteam-results.json --no-cache --no-share --no-progress-bar # Outside the repo: npx promptfoo@latest redteam eval -c path/to/redteam.yaml -o /tmp/redteam-results.json --no-cache --no-share --no-progress-bar ```
Generate and evaluate in one command only when needed. `redteam run` has no `--no-share` flag, so disable sharing via the environment variable:
```bash PROMPTFOO_DISABLE_SHARING=true npm run local -- redteam run -c path/to/promptfooconfig.yaml --force --no-cache --no-progress-bar ```
For fragile targets, set `-j 1` and add `--delay` rather than allowing broad concurrency.
### 4. Inspect results
Always inspect the exported artifact. Do not rely only on the exit code because redteam failures may intentionally return a failing exit status.
Look for:
- `results.stats.successes`, `failures`, `errors`, and `tokenUsage` - Failed or errored rows, including `response.output`, `error`, `gradingResult`, `metadata.pluginId`, `metadata.strategyId`, and target label - `shareableUrl`; it should be `null` when `--no-share` is used - Attack success rate: `failures / (successes + failures)`
Treat grader transport/parse failures separately from real target failures. If `--filter-errors-only` returns zero rows, the source result likely had no ERROR rows or the generated test indices changed since the source run.
### 5. Rerun narrowly
Use filters before rerunning expensive scans:
```bash npm run local -- redteam eval -c path/to/redteam.yaml --filter-failing /tmp/redteam-results.json -o /tmp/redteam-failing-rerun.json --no-cache --no-share --no-progress-bar npm run local -- redteam eval -c path/to/redteam.yaml --filter-errors-only /tmp/redteam-results.json -o /tmp/redteam-errors-rerun.json --no-cache --no-share --no-progress-bar npm run local -- redteam eval -c path/to/redteam.yaml --filter-metadata pluginId=policy -o /tmp/redteam-policy.json --no-cache --no-share --no-progress-bar ```
For error-only reruns that should update the original evaluation in place, use `promptfoo retry <evalId>` instead of creating another eval.
### 6. Report or gate
Use `redteam report` for interactive triage after results are written. It starts or reuses the local Promptfoo UI, so ask before running it unless the user explicitly requested the report UI:
```bash npm run local -- redteam report ```
For CI, gate on explicit metrics from the JSON export. Keep thresholds tied to the app's risk tolerance and track category-level changes with `metadata.pluginId`.
## Common Mistakes
```bash # WRONG: regenerates probes when you only wanted a comparable rerun promptfoo redteam run
# BETTER: reuse generated tests promptfoo redteam eval -c redteam.yaml -o results.json --no-cache --no-share ```
```bash # WRONG: broad rerun after a flaky target error promptfoo redteam eval -c redteam.yaml
# BETTER: rerun only target/grader errors from the prior result promptfoo redteam eval -c redteam.yaml --filter-errors-only results.json -o errors-rerun.json --no-cache --no-share ```
## Output Contract
When done, state:
- Run mode used: existing generated tests or regenerate-and-run - Config/result/report paths - Data-sharing mode and grader/provider used - Commands run and whether any returned nonzero due to redteam failures - Success, failure, error counts and attack success rate - Highest-priority failing plugins/strategies and recommended next rerun or fix
Source provenance
Decision snapshot
24,743 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for promptfoo-redteam-run, ready for a manual X post.
promptfoo-redteam-run: Run, rerun, inspect, and QA promptfoo redteam scans from generated redteam YAML or an existin... 24.7K stars https://www.openagentskill.com/skills/promptfoo-promptfoo-redteam-run?ref=x
Listing + install path for promptfoo-redteam-run: https://www.openagentskill.com/skills/promptfoo-promptfoo-redteam-run?ref=x Install: npx skills add promptfoo/promptfoo --skill promptfoo-redteam-run
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Registry indexed listing is attributed to promptfoo but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
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@promptfoo
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
mono-color
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
1.9K StarsLast30days Skill
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
61.0K StarsAcademic Research Skills
Academic Research Skills for Claude Code: research → write → review → revise → finalize
38.4K StarsGPT Researcher
Run autonomous deep research over web and local sources
28.0K StarsPermission surface
secrets or environment access, shell or command execution
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
secrets or environment access, shell or command execution
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
secrets or environment access, shell or command execution
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
secrets or environment access, shell or command execution
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness