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Slack User Context · automateyournetwork | DecimalAI

productivityby automateyournetwork

Slack User Context

automateyournetwork/slack-user-context

Source automateyournetwork/netclaw ↗License Apache-2.0

Leverage Slack user profiles, presence, DND status, and workspace context to personalize responses, route escalations, and coordinate team operations.

SkillScore82Maintained

Automatic

DevOps & SRE pack

Last verified 8/16/2026

What it changes

Passed 16 of 19 test cases with the skill, and 9 of 19 without it.

Without skill45%

With skill82%

Checks it passed that the model alone missed

The assistant sets its presence status to Away.
The response details service mapping for the affected endpoint.
The response refuses to share @bob's personal schedule details.

and 9 more in the full report

10 fixed8 passed either way2 still failing2 broke

Pass-rate lift: +36 pp
Tokens: +57%
Agent turns: 0%
Response time: -33%

Model gemini-3.6-flashMeasured 8/16/2026v118 of 22 cases passed with skill · 19 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/automateyournetwork-slack-user-context/SKILL.md https://app.decimal.ai/s/automateyournetwork-slack-user-context/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add automateyournetwork-slack-user-context, 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/automateyournetwork-slack-user-context/ and pins it in .decimal/skills.lock

decimalai skills add automateyournetwork-slack-user-context

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

curl -fsSL --create-dirs -o .claude/skills/automateyournetwork-slack-user-context/SKILL.md https://app.decimal.ai/s/automateyournetwork-slack-user-context/SKILL.md

Raw file: /s/automateyournetwork-slack-user-context/SKILL.md ↗ · machine-readable summary at /s/automateyournetwork-slack-user-context.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

A P3 alert regarding high CPU usage on an edge switch needs to be routed to @taylor, who is currently marked as Away with DND off. What action should be executed?

What was checked, without and with the skill
Checked	Without skill	With skill
The notification is posted to the channel without mentioning the user.	Missed	Passed

case-05 · gemini-3.6-flash · 8/16/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md152 linessingle file

Slack User Context

Slack OAuth Scopes Used

Scope	Purpose
`users:read`	View workspace members and their basic info
`users.profile:read`	View detailed profiles (title, department, timezone)
`users:write`	Set NetClaw's own presence status
`dnd:read`	Check Do Not Disturb before escalating
`im:read`	View DM channel info
`im:history`	Read DM context for personalized responses
`channels:read`	Know which channels exist and their purposes
`search:read.public`	Search public channels for relevant discussions

User-Aware Behaviors

1. Escalation Routing

Before escalating an alert to a specific person:

Check DND status — Is the engineer in Do Not Disturb mode?
Check presence — Are they active, away, or offline?
Check timezone — Is it their working hours?
Check profile title — Are they the right role for this issue?

Escalation Decision Matrix:

DND	Presence	Severity	Action
Off	Active	Any	Mention directly
Off	Away	P1/P2	Mention (they'll see notification)
Off	Away	P3/P4	Post to channel, don't mention
On	Any	P1	Mention anyway (override DND for P1)
On	Any	P2	Try next person in rotation
On	Any	P3/P4	Post to channel only

2. Personalized Response Depth

Adjust response complexity based on who's asking:

Track record

Benchmark

16 / 19

test cases passed, vs 9 / 19 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

automateyournetwork / netclaw

workspace/skills/slack-user-context/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/3/2026Version v1

Other skills for the same job

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

automateyournetwork/webex-user-contextLeverage WebEx user profiles, presence status, and workspace context to personalize responses, route escalations, and coordinate team operations. Use when checking who is available, routing an escalation, personalizing responses based on user role, or determining engineer availability before paging someone.Close match+32 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

Slack User Context

Slack OAuth Scopes Used

User-Aware Behaviors

1. Escalation Routing

2. Personalized Response Depth

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills