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broomva/harness-engineering
Harness Engineering playbook — deterministic smoke/test/lint harness commands, strict architecture boundaries, entropy-control checks for autonomous agent workflows.
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Individual skills in this repository
- harness-engineering-playbook
/ - harness-engineering-playbook
.skills/harness-engineering-playbook
How it works
harness-engineering-playbook
When your agent uses it
Implement OpenAI Harness Engineering practices in any repository — AGENTS.md, PLANS.md, deterministic smoke/test/lint harness commands, strict architecture boundaries, observability from day 1, and entropy-control audits for reliable autonomous agent runs.
What it loads into context
Frontmatter
57 tokensAlways available to the agent
SKILL.md
516 tokensWhen the skill is activated
Reference documents
182 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Install
- What It Does
- Workflow
- Quick Start
- Profiles
- Source
- License
Files
LICENSEasset1,081 bytesREADME.mddoc689 bytesSKILL.mdcore2,396 bytesSKILL.mdcore2,396 bytesSKILL.mdcore2,396 bytesSKILL.mdcore2,396 bytesSKILL.mdcore2,396 bytes
Read SKILL.md
# Harness Engineering Playbook
A skills.sh-compatible skill that operationalizes the practices from OpenAI's Harness Engineering guide. Use it to set up or refactor agent-first workflows so that autonomous runs are repeatable, observable, and safe.
## Install
```bash
npx skills add broomva/harness-engineering-skill --skill harness-engineering-playbook
```
## What It Does
- Bootstraps harness artifacts: `AGENTS.md`, `PLANS.md`, `docs/ARCHITECTURE.md`, `docs/OBSERVABILITY.md`, `Makefile.harness`, and CI workflows.
- Wraps deterministic commands behind `make smoke`, `make check`, `make ci` so agents can run them reliably.View the complete source on GitHubharness-engineering-playbook
When your agent uses it
Implement OpenAI Harness Engineering practices in any repository. Use when setting up or refactoring agent-first workflows, writing or upgrading AGENTS.md and PLANS.md, creating deterministic smoke/test/lint/typecheck harness commands, defining strict architecture boundaries and data-shape contracts, wiring observability from day 1, and adding entropy-control checks plus CI automation for reliable autonomous runs.
What it loads into context
Frontmatter
84 tokensAlways available to the agent
SKILL.md
1,187 tokensWhen the skill is activated
Reference documents
3,368 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- What To Load
- Inputs
- Workflow
- Step 1: Baseline The Repo
- Step 2: Bootstrap Harness Artifacts
- Step 3: Apply The Nine Practices
- Step 4: Validate
- Step 5: Iterate On Real Runs
- Adaptation Rules
Scripts executed separately
assets/templates/scripts/audit_harness.shassets/templates/scripts/harness/entropy_check.shassets/templates/scripts/harness/lint.shassets/templates/scripts/harness/smoke.shassets/templates/scripts/harness/test.shassets/templates/scripts/harness/typecheck.shscripts/audit_harness.shscripts/bootstrap_harness.shscripts/harness_wizard.py
Files
SKILL.mdcore5,420 bytesSKILL.mdcore5,420 bytesSKILL.mdcore5,420 bytesagents/openai.yamlasset281 bytesassets/templates/.github/workflows/harness.ymlasset434 bytesassets/templates/.github/workflows/nightly-harness-audit.ymlasset417 bytesassets/templates/AGENTS.mddoc1,849 bytesassets/templates/Makefile.harnessasset240 bytesassets/templates/PLANS.mddoc811 bytesassets/templates/docs/ARCHITECTURE.mddoc1,086 bytesassets/templates/docs/OBSERVABILITY.mddoc894 bytesassets/templates/docs/control/ACTUATORS.mddoc643 bytesassets/templates/docs/control/CONTROLLER.mddoc508 bytesassets/templates/docs/control/CONTROL_SYSTEM.mddoc444 bytesassets/templates/docs/control/ENTROPY.mddoc561 bytesassets/templates/docs/control/FEEDBACK_LOOP.mddoc437 bytesassets/templates/docs/control/SENSORS.mddoc685 bytesassets/templates/docs/control/SETPOINTS.mddoc392 bytesassets/templates/docs/control/STABILITY.mddoc697 bytesassets/templates/evals/control-loop-metrics.yamlasset584 bytesassets/templates/scripts/audit_harness.shruns2,380 bytesassets/templates/scripts/harness/entropy_check.shruns1,248 bytesassets/templates/scripts/harness/lint.shruns973 bytesassets/templates/scripts/harness/smoke.shruns1,060 bytesassets/templates/scripts/harness/test.shruns843 bytesassets/templates/scripts/harness/typecheck.shruns1,115 bytesreferences/openai-harness-practices.mddoc2,847 bytesreferences/rollout-checklist.mddoc1,625 bytesreferences/wizard-cli.mddoc1,619 bytesscripts/audit_harness.shruns2,372 bytesscripts/bootstrap_harness.shruns2,764 bytesscripts/harness_wizard.pyruns7,311 bytes
Read SKILL.md
# Harness Engineering Playbook
Use this skill to operationalize the practices from OpenAI's Harness Engineering guide in a repo that agents can run against repeatedly and safely.
## What To Load
- Use `references/openai-harness-practices.md` for the full practice-to-artifact mapping.
- Use `references/rollout-checklist.md` for phased adoption in active repos.
- Use `references/wizard-cli.md` for Typer wizard command flows.
- Use `assets/templates/` when creating or updating harness files.
## Inputs
- Target repository path.View the complete source on GitHubSkills included
- harness-engineering-playbook
- harness-engineering-playbook
Repository facts
- License
- MIT
- Created
- Feb 17, 2026
- Last pushed
- Jun 28, 2026
- Forks
- 0
- Open issues
- 0
- Project activity
- Slowing
Before you install
Network or broad shellAutomated signals, not a guarantee
Checked Nov 5, 2026
Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.
Show 6 notes
SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedSKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedSKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedSKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzed.skills/harness-engineering-playbook/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzed.skills/harness-engineering-playbook/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzed
- No broad tool permissions
- 7 network referencesin 3 files: harness-engineering-playbook/references/openai-harness-practices.md:7 README.md:3 SKILL.md:55
- No hidden or obfuscated text
- No instruction overrides
- No access to secrets
- No requests to vote in Hot
Show all 20 signals by file
.skills/harness-engineering-playbook/assets/templates/scripts/audit_harness.sh
- Executable scriptline 1
#!/usr/bin/env bash
.skills/harness-engineering-playbook/assets/templates/scripts/harness/entropy_check.sh
- Executable scriptline 1
#!/usr/bin/env bash
.skills/harness-engineering-playbook/assets/templates/scripts/harness/lint.sh
.skills/harness-engineering-playbook/assets/templates/scripts/harness/smoke.sh
.skills/harness-engineering-playbook/assets/templates/scripts/harness/test.sh
.skills/harness-engineering-playbook/assets/templates/scripts/harness/typecheck.sh
.skills/harness-engineering-playbook/references/openai-harness-practices.md
- Network accessline 7
- Harness Engineering: https://openai.com/index/harness-engineering/ - Network accessline 8
- Using `PLANS.md` for multi-hour tasks: https://cookbook.openai.com/articles/plan-driven-workflow - Network accessline 9
- Data-shape boundary design reference: https://matklad.github.io/2023/08/17/types-are-parse-don-t-validate.html - Network accessline 10
- Boundary-first architecture reference: https://matklad.github.io/2021/02/06/ARCHITECTURE.md.html
.skills/harness-engineering-playbook/scripts/audit_harness.sh
- Executable scriptline 1
#!/usr/bin/env bash
.skills/harness-engineering-playbook/scripts/bootstrap_harness.sh
- Executable scriptline 1
#!/usr/bin/env bash
.skills/harness-engineering-playbook/scripts/harness_wizard.py
- Executable scriptline 1
#!/usr/bin/env python3
README.md
SKILL.md
- Network accessline 55
OpenAI Harness Engineering guide: <https://openai.com/index/harness-engineering/>
How the signals fit together
Facts from a static read of the files at the pinned commit. They describe what the code does, not why.
Signal confidence: 20 facts
- Executable script in code of a file that runsharness-engineering-playbook/assets/templates/scripts/audit_harness.sh:1High confidence
- Executable script in code of a file that runsharness-engineering-playbook/assets/templates/scripts/harness/entropy_check.sh:1High confidence
- Executable script in code of a file that runsharness-engineering-playbook/assets/templates/scripts/harness/lint.sh:1High confidence
- Dangerous shell operation in code of a file that runsharness-engineering-playbook/assets/templates/scripts/harness/lint.sh:8High confidence
- Executable script in code of a file that runsharness-engineering-playbook/assets/templates/scripts/harness/smoke.sh:1High confidence
- Dangerous shell operation in code of a file that runsharness-engineering-playbook/assets/templates/scripts/harness/smoke.sh:8High confidence
- Executable script in code of a file that runsharness-engineering-playbook/assets/templates/scripts/harness/test.sh:1High confidence
- Dangerous shell operation in code of a file that runsharness-engineering-playbook/assets/templates/scripts/harness/test.sh:8High confidence
- Executable script in code of a file that runsharness-engineering-playbook/assets/templates/scripts/harness/typecheck.sh:1High confidence
- Dangerous shell operation in code of a file that runsharness-engineering-playbook/assets/templates/scripts/harness/typecheck.sh:8High confidence
- Network access in prose of documentationharness-engineering-playbook/references/openai-harness-practices.md:7Low confidence
- Network access in prose of documentationharness-engineering-playbook/references/openai-harness-practices.md:8Low confidence
- Network access in prose of documentationharness-engineering-playbook/references/openai-harness-practices.md:9Low confidence
- Network access in prose of documentationharness-engineering-playbook/references/openai-harness-practices.md:10Low confidence
- Executable script in code of a file that runsharness-engineering-playbook/scripts/audit_harness.sh:1High confidence
- Executable script in code of a file that runsharness-engineering-playbook/scripts/bootstrap_harness.sh:1High confidence
- Executable script in code of a file that runsharness-engineering-playbook/scripts/harness_wizard.py:1High confidence
- Network access in prose of documentationREADME.md:3Low confidence
- Network access in prose of documentationREADME.md:4Low confidence
- Network access in prose of the SKILL.mdSKILL.md:55Low confidence
Works with
| Agent | Status | Evidence | Install to |
|---|---|---|---|
| Claude Code | Compatible | Standard SKILL.md SKILL.md | .claude/skills/<skill-name>/ |
| Codex | Native | Manifest .skills/harness-engineering-playbook/assets/templates/AGENTS.md | .agents/skills/<skill-name>/ |
| Cursor | Compatible | Standard SKILL.md SKILL.md | .cursor/skills/<skill-name>/ |
| Gemini CLI | Compatible | Standard SKILL.md SKILL.md | .gemini/skills/<skill-name>/ |
| GitHub Copilot | Compatible | Standard SKILL.md SKILL.md | .github/skills/<skill-name>/ |
| OpenCode | Compatible | Standard SKILL.md SKILL.md | .opencode/skills/<skill-name>/ |
- Native The repository ships a manifest, folder or frontmatter field for this agent.
- Compatible A standard SKILL.md that this agent can read.
- Unknown No evidence either way.
Derived automatically from paths, manifests and frontmatter. Not tested on each agent.