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harness-immunizer

Velocity Harness Patch self-healing mechanism.

Skill by sapientcoffee

IndexedApache-2.0
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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/sapientcoffee-harness-immunizer

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Velocity Harness Patch self-healing mechanism. Extracts failure root causes upon repeated Stage 7 retries (>2) and permanently writes architectural gotcha rules into rules/gotchas/.

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

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Runs as
Python package

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/harness-immunizer

What's inside

Skill name
harness-immunizer
Description
Velocity Harness Patch self-healing mechanism. Extracts failure root causes upon repeated Stage 7 retries (>2) and permanently writes architectural gotcha rules into rules/gotchas/.
License
Apache-2.0
Instructions
38 lines in SKILL.md · view on GitHub

Before installing

  • Ships executable scripts

Files (2)

  • SKILL.md
  • immunize_harness.py · scripts/

SKILL.md (first lines)

<!--
Copyright 2026 Google LLC

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

    https://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
-->

# 🛡️ Skill: Harness Immunizer (Velocity Harness Patch)

You are executing the **Harness Immunizer** skill. This skill forms the swarm's self-healing immune system. When an implementation failure loop repeats (>2 failed retries between code generation and verification), this skill isolates the underlying root cause and generates a permanent architectural constraint in `rules/gotchas/<slug>.md`.

## When to Trigger
- Any Stage 7 task where code implementation and verification fail more than twice in succession.
- Recurring systemic errors (e.g., async database teardown hangs, mock leakages, missing environment variable fallbacks).

## CLI Usage
Execute the script to record a new gotcha rule:
```bash
python3 scripts/immunize_harness.py \
  --issue-title "Async DB Cleanup" \
  --root-cause "Database connection pools remained open across test boundaries, hanging async event loop teardown." \
  --remediation "Always implement explicit async teardown fixtures with pool termination and timeout guards." \
  --rule-slug "async-db-cleanup"
```

## Systemic Effect
Subsequent runs by any agent across the repository will ingest `rules/gotchas/` during context initialization, preventing recurrent architectural failure loops.

From sapientcoffee/bean-brewer, Apache-2.0.

More from sapientcoffee/bean-brewer

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Last commit (this folder)
Sep 9, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026).

Details

License
Apache-2.0
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

More from sapientcoffee

Cite this page

harness-immunizer skill. Agent Mart. https://agentmart.dev/skills/sapientcoffee-harness-immunizer (last updated 2026-10-24)