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gstack-document-release · ling71671 | DecimalAI

documentationby ling71671

gstack-document-release

ling71671/gstack-document-release

Source ling71671/open-claudecode ↗License NOASSERTION

Update or audit OPC documentation after code changes.

SkillScore91Maintained

Automatic

Doc Ops pack

Last verified 8/14/2026

What it changes

Passed 19 of 21 test cases with the skill, and 16 of 21 without it.

Without skill77%

With skill91%

Checks it passed that the model alone missed

The response includes 'Behavior now documented' as a required component of the output report.
The response requires listing verified commands or snippets in the documentation release report.
The response directs inspecting the current workspace code diff to identify user-visible changes as the first workflow step.

3 fixed17 passed either way2 still failing0 broke

Pass-rate lift: +14 pp
Tokens: -30%
Agent turns: 0%
Response time: -40%

Model gemini-3.6-flashMeasured 8/14/2026v120 of 22 cases passed with skill · 21 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/ling71671-gstack-document-release/SKILL.md https://app.decimal.ai/s/ling71671-gstack-document-release/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add ling71671-gstack-document-release, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

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

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/ling71671-gstack-document-release/ and pins it in .decimal/skills.lock

decimalai skills add ling71671-gstack-document-release

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

curl -fsSL --create-dirs -o .claude/skills/ling71671-gstack-document-release/SKILL.md https://app.decimal.ai/s/ling71671-gstack-document-release/SKILL.md

Raw file: /s/ling71671-gstack-document-release/SKILL.md ↗ · machine-readable summary at /s/ling71671-gstack-document-release.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 3

Prompt

When submitting a completed documentation release PR, what summary section describes what the software actually does now?

What was checked, without and with the skill
Checked	Without skill	With skill
The response includes 'Behavior now documented' as a required component of the output report.	Missed	Passed

case-18 · gemini-3.6-flash · 8/14/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md29 linessingle file

gstack-document-release

Use this skill to keep docs aligned with shipped behavior.

Workflow

Inspect the current diff and identify user-visible changes.
Map affected docs: README files, plugin READMEs, desktop docs, examples, settings, and scripts.
Check for stale commands, paths, model/provider names, environment variables, screenshots, and troubleshooting text.
Update only the docs that are directly affected.
Verify links, commands, and JSON snippets where practical.

Documentation Standard

Prefer Diataxis-style clarity:

Tutorial: first successful path
How-to: task-specific steps
Reference: exact flags, settings, APIs, schemas
Explanation: architecture and tradeoffs

Output

Report:

Docs changed
Behavior now documented
Commands or snippets verified
Known documentation gaps left for later

Track record

Benchmark

19 / 21

test cases passed, vs 16 / 21 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

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

View 15 scanner checks

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

ling71671 / open-claudecode

plugins/gstack-workflows/skills/gstack-document-release/SKILL.md

View on GitHub ↗

License NOASSERTIONImported 8/3/2026Version v1

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

gstack-document-release

Workflow

Documentation Standard

Output

Track record

Benchmark

Adoption

SkillSafety

Source

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