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Josstei/Debug Workflow — measured AI agent skill | DecimalAI

josstei/debug-workflow

NewSkillScoreMaintained

Run the Maestro debugging workflow for investigation-heavy tasks

agent-toolingby josstei

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Coding pack

1 · One-time — install the CLI (docs ↗)

pip install decimalai

2 · Get the skill — writes .claude/skills/josstei-debug-workflow/SKILL.md

decimalai skills pull josstei-debug-workflow --out .claude/skills/

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/josstei-debug-workflow/SKILL.md https://app.decimal.ai/s/josstei-debug-workflow/SKILL.md

Raw file: /s/josstei-debug-workflow/SKILL.md ↗ · machine-readable summary at /s/josstei-debug-workflow.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 4h ago

—+55% tokens0% turns18% of whole cases pass with skill (4/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-09	✗→✓	▲ Improved	72%	0%
case-04	✓→✓	＝ Same ✓	34%	0%
case-05	✓→✓	＝ Same ✓	22%	0%
case-06	✓→✓	＝ Same ✓	2%	0%
case-01	✗→✗	＝ Same ✗	-83%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

josstei / maestro-orchestrate

claude/skills/debug-workflow/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/3/2026Version v2

Skill contents

SKILL.md

Read ../../references/runtime-guide.md. Call get_skill_content with resources: "architecture", "delegation"]. Call get_agent with agents: "debugger"].

Workflow

Establish the failing behavior, repro path, and expected behavior
Form concrete hypotheses (2-3 likely root causes)
Gather evidence from code, logs, tests, and runtime behavior before proposing fixes
Isolate the most likely root cause and trace the execution path from trigger to failure
Verify the conclusion explains all symptoms and present the recommended fix with specific code location

Want to see if josstei/debug-workflow would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.