Install
$ agentstack add skill-gentleman-programming-gentle-ai-rdd-defect-workflow ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
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 Split independent causes; never merge a superseded or conflicting authority line.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.
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: Gentleman-Programming
- Source: Gentleman-Programming/gentle-ai
- License: MIT
- Homepage: https://gentle-ai.gentlemanprogramming.com/
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.