Real Skill packageSource verifiedClawHub registry

Systematic Debugging

Use a structured four-phase process to identify root causes of technical issues before applying fixes, ensuring reliable and verified resolutions.

Identity and source

Publisher attributionSuga Nickregistry owner unverified by skillvetai
Functional categorySoftware Developmentautomatically inferred · 55% rule confidence
Package forminstruction with code15 recorded files
Canonical sourceClawHub registryclawhub:pmuhammadagus-byte:systematic-debugging
Open canonical source ↗

Platform declarations

These states come from the source or distribution context. None of the entries below are SkillVetAI compatibility test results.

OpenClawnative officialProvenance: registry distribution

Independent structural checks

These checks parse the fixed package against dated platform rules. They do not execute the Skill or verify task behavior.

Claude Codeissues found
Checker 0.1.0 · agent-skills-2026-08-13+claude-code-docs-2026-08-13 · 8/25/2026.claude/skills/<skill-name>
1 structural issue
  • error: YAML frontmatter could not be parsed: Nested mappings are not allowed in compact mappings at line 2, column 14: description: "Gunakan saat ada bug/error: test failure, behavior tak terduga, m… ^ SKILL.md

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenAI Codexissues found
Checker 0.1.0 · agent-skills-2026-08-13+codex-docs-2026-08-13 · 8/25/2026.agents/skills/<skill-name>
1 structural issue
  • error: YAML frontmatter could not be parsed: Nested mappings are not allowed in compact mappings at line 2, column 14: description: "Gunakan saat ada bug/error: test failure, behavior tak terduga, m… ^ SKILL.md

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenClawissues found
Checker 0.1.0 · agent-skills-2026-08-13+openclaw-docs-2026-08-13 · 8/25/2026skills/<skill-name>
1 structural issue
  • error: YAML frontmatter could not be parsed: Nested mappings are not allowed in compact mappings at line 2, column 14: description: "Gunakan saat ada bug/error: test failure, behavior tak terduga, m… ^ SKILL.md

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

Installation and inspection

This command is recorded from the source ecosystem and resolves the registry's latest release. The fixed release shown on this page should be inspected before adoption.

clawhub install @pmuhammadagus-byte/systematic-debugging
clawhub inspect @pmuhammadagus-byte/systematic-debugging --version 1.0.4

Security evidence

SkillVetAI static result: medium signal

This automated, non-executing scan is bound to this release hash. It is not a safety certification and may contain false positives or false negatives.

Status
completed
Coverage
full text content
Files
14 / 15 inspected as text
Checked
8/25/2026, 1:54:37 AM
Scanner
0.1.3
Policy
1.0.3
1 automated finding
mediumSKILL.md YAML frontmatter is invalidSKILL.md:1 · confidence 100%Nested mappings are not allowed in compact mappings at line 2, column 14: description: "Gunakan saat ada bug/error: test failure, behavior tak terduga, m… ^
4 inferred permission indicators
  • shell execution — automatically inferred
  • network access — automatically inferred
  • filesystem write — automatically inferred
  • credential access — automatically inferred
1 dependency and API indicators
  • api: clawhub.ai
External clawhub result: clean

This is registry-supplied evidence for the recorded release, not an independent SkillVetAI scan. Check the canonical source for the full report, scanner versions, scope, and current moderation state.

Evidence checked
8/24/2026, 9:08:54 PM
Release binding
Matches this record
  • vt: clean
  • skillspector: suspicious
  • llm: clean

Recorded files

The catalog stores hashes and an inventory summary for change detection. It does not republish the package contents.

Package content hashsha256:fb9b4925c646b5f33f99be95240a88220b869eb6377c219e1a50736e0350ee3b
Show up to 15 recorded paths
  • _meta.json
  • condition-based-waiting-example.ts
  • condition-based-waiting.md
  • CREATION-LOG.md
  • defense-in-depth.md
  • find-polluter.sh
  • root-cause-tracing.md
  • scripts/__pycache__/repro.cpython-314.pyc
  • scripts/repro.py
  • skill-card.md
  • SKILL.md
  • test-academic.md
  • test-pressure-1.md
  • test-pressure-2.md
  • test-pressure-3.md

Source changelog

systematic-debugging 1.1.0 - Major rewrite with full English documentation and clear four-phase debugging workflow established. - Core principle and policies refined: enforce root-cause investigation before any fixes. - Expanded practical steps for reproducible issues, multi-layer diagnostics, and pattern analysis. - Added ClawHub metadata, OS compatibility info, and streamlined changelog. - More explicit requirements for investigation, test case creation, and implementation steps.

Release security diff

mediumCompared fixed releases 1.0.2 and 1.0.4; 0 finding and 0 permission indicators were added.

Both fixed releases were scanned under the current scanner and policy, so finding, permission and dependency changes are available.

Change reasons and limitations
  • content hash changed

Observed release history

These older immutable releases were observed by prior successful syncs. They remain recorded when a newer release becomes current.

1.0.28/24/2026sha256:354bcb43568beeacd64e3f5feac3a4e9a717dd4925eea6c062daa6232695e2bf
1.0.18/23/2026sha256:720c6490b1286410ee7b61a840dbc714fbb810d40ffae3ea631341192d1a026f
1.0.08/23/2026sha256:063c3e225f0e00fb4c8b8c65fc7f5a0b6f3058c5a6ad12b28faff90d249bd3b1