Ready to supercharge your AI agents?

Install any skill in seconds. Free to start, no credit card required.

Get Started Free →

Orbit Workflow · aiskillstore | DecimalAI

productivityby aiskillstore

Orbit Workflow

aiskillstore/managing-workflow

Source aiskillstore/marketplace ↗License Not recorded

Manages the specification-driven development workflow.

SkillScore67Maintained

Automatic

Project Management pack

Last verified 9/3/2026

What it changes

Passed 12 of 18 test cases with the skill, and 6 of 18 without it.

Without skill33%

With skill67%

Checks it passed that the model alone missed

Tags endpoint task with [critical:api].
Tags schema task with [critical:schema].
Tags authentication task with [critical:auth].

and 11 more in the full report

11 fixed5 passed either way5 still failing3 broke

Pass-rate lift: +33 pp
Tokens: +170%
Agent turns: 0%
Response time: -33%

Model gemini-3.6-flashMeasured 9/3/2026v116 of 24 cases passed with skill · 18 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/aiskillstore-managing-workflow/SKILL.md https://app.decimal.ai/s/aiskillstore-managing-workflow/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add aiskillstore-managing-workflow, 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/aiskillstore-managing-workflow/ and pins it in .decimal/skills.lock

decimalai skills add aiskillstore-managing-workflow

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

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

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

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 11

Prompt

We are fixing a minor styling bug in feature .spec/features/010-header-fix that touches a single CSS file. Which streamlined plan template path reduces overhead for small features?

What was checked, without and with the skill
Checked	Without skill	With skill
References plugins/spec/skills/managing-workflow/templates/quick-plan.md template for small features.	Missed	Passed

case-07 · gemini-3.6-flash · 9/3/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md474 lines8 filesincludes scripts

Orbit Workflow

Single skill for specification-driven development. Artifacts are the source of truth.

Initialization

node plugins/spec/skills/managing-workflow/scripts/context-loader.js

This returns JSON with:

suggestion: Recommended next action
current: Active feature state and artifacts
features.active: All features with frontmatter state
features.in_progress: Features needing attention
architecture_files: Available architecture docs

Use this context for all decisions. Avoid additional Read calls for state detection.

Phase Detection

Phase is stored in spec.md frontmatter status field:

Status	Artifacts	Next Action
`initialize`	None	Create spec.md
`specification`	spec.md (no [CLARIFY])	Create plan.md
`clarification`	spec.md with [CLARIFY]	Resolve questions
`planning`	spec.md + plan.md	Create tasks.md
`implementation`	tasks.md has `- [ ]`	Execute tasks
`complete`	All tasks `- [x]`	Archive or new feature

Frontmatter Schema

spec.md Frontmatter

Track record

Benchmark

12 / 18

test cases passed, vs 6 / 18 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 — 8/10/2026

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

aiskillstore / marketplace

skills/brendanshields/managing-workflow/SKILL.md

View on GitHub ↗

Imported 8/10/2026Version v1Bundled 7 files · scripts

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

athola/speckit-orchestratorOrchestrates Spec Driven Development by coordinating spec, plan, and task skills. Use when running the full speckit workflow from spec to implementation.Close match+77 pp pass-rate lift

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

Orbit Workflow

Initialization

Phase Detection

Frontmatter Schema

spec.md Frontmatter

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills