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Spec Management workflow · majiayu000 | DecimalAI

agent toolingby majiayu000

Spec Management workflow

majiayu000/agent-ops-spec

Source majiayu000/claude-skill-registry ↗License MIT

Manage specification documents in .agent/specs/.

SkillScore41Maintained

Automatic

Product Management pack

Last verified 8/18/2026

What it changes

Passed 6 of 15 test cases with the skill, and 2 of 15 without it.

Without skill14%

With skill41%

Checks it passed that the model alone missed

Uses a filename ending in .spec.md.
Stores the file inside .agent/specs/.
Sets the spec_file field in issue #101.

and 10 more in the full report

8 fixed1 passed either way11 still failing2 broke

Pass-rate lift: +27 pp
Tokens: -50%
Agent turns: 0%
Response time: -61%

Model gemini-3.6-flashMeasured 8/18/2026v19 of 22 cases passed with skill · 15 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/majiayu000-agent-ops-spec/SKILL.md https://app.decimal.ai/s/majiayu000-agent-ops-spec/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add majiayu000-agent-ops-spec, 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/majiayu000-agent-ops-spec/ and pins it in .decimal/skills.lock

decimalai skills add majiayu000-agent-ops-spec

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

curl -fsSL --create-dirs -o .claude/skills/majiayu000-agent-ops-spec/SKILL.md https://app.decimal.ai/s/majiayu000-agent-ops-spec/SKILL.md

Raw file: /s/majiayu000-agent-ops-spec/SKILL.md ↗ · machine-readable summary at /s/majiayu000-agent-ops-spec.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 8

Prompt

We have an issue file `.agent/issues/issue-90.md`. I created `.agent/specs/issue-90.spec.md`. What metadata line should be added to `issue-90.md`?

What was checked, without and with the skill
Checked	Without skill	With skill
Adds a spec_file key to .agent/issues/issue-90.md.	Missed	Passed

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

What's inside

The instructions your model reads when the skill loads.

SKILL.md29 linessingle file

Spec Management workflow

Purpose

Capture, organize, and trace specifications/requirements so the agent can validate implementation against them.

Location

All specs live in .agent/specs/ with user-specified or auto-generated filenames.

Procedure

Creating a spec

Ask user for filename or generate one (e.g., feature-<name>.spec.md, issue-<id>.spec.md)
Use the spec template
Fill in sections from user input
Link spec to issue(s) in .agent/issues/ via spec_file: field

Validating against spec

Read the linked spec file
Create traceability checklist:
- Each requirement → implementation location → test(s)
Include in critical review phase

Template

Start from spec template.

Track record

Benchmark

6 / 15

test cases passed, vs 2 / 15 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

majiayu000 / claude-skill-registry

skills/agent/agent-ops-spec/SKILL.md

View on GitHub ↗

License MITImported 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

Spec Management workflow

Purpose

Location

Procedure

Creating a spec

Validating against spec

Template

Track record

Benchmark

Adoption

SkillSafety

Source

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