rdd-defect-workflow
Load when the frontmatter trigger terms apply to a defect workflow.
Install / Use
npx skills add Gentleman-Programming/gentle-ai --skill rdd-defect-workflowInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
AutomationSupported Platforms
Our assessment of rdd-defect-workflow
rdd-defect-workflow scores 80/100 on our quality scale, 1022nd of 1,411 Automation skills we index.
Its SKILL.md is 3.6 KB long, split into 6 sections and no code examples: a solid amount of guidance for an agent.
With 7,305 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated today, so rdd-defect-workflow is actively maintained.
- It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
rdd-defect-workflow compared with similar skills
All 4 of these similar skills score higher than rdd-defect-workflow; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| rdd-defect-workflow (this skill)by Gentleman-Programming | 80 | 7.3k | today | SKILL.md |
| Agent-Reachby Panniantong | 100 | 85.5k | 11d ago | CLAUDE.md |
| rufloby ruvnet | 100 | 73.3k | 1d ago | CLAUDE.md |
| Scraplingby D4Vinci | 100 | 83.8k | today | MCP Server |
| algorithmic-artby anthropics | 100 | 177.9k | 4d ago | SKILL.md |
Frequently asked questions
- How do I install rdd-defect-workflow?
- Run
npx skills add Gentleman-Programming/gentle-ai --skill rdd-defect-workflow. The install tabs above show the steps for each supported agent. - Which AI agents does rdd-defect-workflow work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is rdd-defect-workflow safe to use?
- It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is rdd-defect-workflow still maintained?
- The repository was last updated today, so rdd-defect-workflow is actively maintained.
Skill content
View source on GitHubname: rdd-defect-workflow description: "Trigger: RDD, receipt-driven development, review authority, receipt/lineage, correction/recovery, delivery gate/kill switch, bounded review defects. Guide work." license: Apache-2.0 metadata: author: gentleman-programming version: "1.0"
Activation Contract
Load when the frontmatter trigger terms apply to a defect workflow.
This skill guides public collaboration. It does not grant issue approval, label, review, exception, or merge authority.
Hard Rules
- Check the user-owned RDD kill switch first. When disabled, do not start receipt reviews or fabricate approval; follow ordinary policy and report
disabled/unmanaged. - Require an approved issue (
status:approved) and clean currentmainreproduction before implementation. Audit existing PRs for supersession or conflict; stop or narrow stale claims. - Group by causal authority invariant. Use one issue and one PR or explicit chain per independent invariant and rollback boundary. Split independent causes; never merge a superseded or conflicting authority line.
- Inventory every operator flow claimed by the issue or PR, including entry, mode, environment, expectation, and negative controls. Require one truthful black-box bench journey per CLI or lifecycle flow, or actual runtime E2E proof when the core bench cannot represent it. Synthetic proxy coverage never proves another runtime.
- Use CodeGraph-first impact mapping, a dedicated worktree, and behavior-first tests. Run source-mutating normalization before candidate freeze.
- Forecast authored changes before edits. The hard limit is 400 additions plus deletions; above it, STOP for a chain or explicit maintainer-approved exception.
- Only when RDD is enabled, bind the review candidate identity, lineage, correction, and recovery records exactly. Keep bounded review defects in one correction transaction; ordinary repository policy decides delivery.
- Require independent read-only candidate validation before publication. Validation cannot edit source or authority; findings require a new candidate.
- Keep communication humane and evidence-based. Repository labels and workflow metadata are maintainer-owned, never evidence of contributor blame.
Decision Gates
| Condition | Action |
| --- | --- |
| RDD disabled | Ordinary policy; disabled/unmanaged; no receipt or approval claim. |
| Issue gate or reproduction fails | Wait, stop, or narrow with evidence. |
| Invariant or rollback is independent | Separate issue and authoritative PR line. |
| Core bench fits / does not fit | Bench journey / actual runtime E2E; never proxy. |
| Forecast exceeds 400 lines | Chain or approved exception before edits. |
Execution Steps
- Check mode, approval, PR conflicts, and current-main reproduction.
- Name invariant and rollback; isolate the worktree; CodeGraph-map code, tests, evidence, docs, distribution, and registration.
- Inventory flows and controls; add failing tests and the smallest correction.
- Normalize, enforce budget, run tests, and record each flow's exact candidate, command, scenario, and result.
- Freeze, validate read-only, and give the verdict, evidence, and one humane next action.
Output Contract
Return rdd_mode, issue_pr, causal_invariant, operator_flows, journey_runtime_evidence, changed_line_budget, tests, rollback, and unresolved_authority_decisions.
Identify approved and superseded/conflicting authority lines; every flow, negative control, and candidate-bound proof; additions plus deletions and chain/exception; test results; independent rollback; and unresolved maintainer decisions.
References
No supporting files. Current repository policy remains authoritative.
Related Skills
Agent-Reach
85.5kGive your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
ruflo
73.3k🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated
Scrapling
83.8k🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join here: https://discord.gg/EMgGbDceNQ and follow here for daily tips and tricks: https://x.com/Scrapling_dev
algorithmic-art
177.9kCreating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems.
Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
