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Dex Task Tracking — measured AI agent skill | DecimalAI

sundial-org/dex

NewSkillScoreMaintained

Task tracking for async/multi-step work. Use dex to create, track, and complete tasks that span multiple sessions or require coordination (e.g., coding agent dispatches, PR reviews, background jobs). Tasks stored as JSON files in .dex/tasks/.

productivityby sundial-org

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

Automatic

Project Management pack

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

pip install decimalai

2 · Get the skill — writes .claude/skills/sundial-org-dex/SKILL.md

decimalai skills pull sundial-org-dex --out .claude/skills/

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

curl -fsSL --create-dirs -o .claude/skills/sundial-org-dex/SKILL.md https://app.decimal.ai/s/sundial-org-dex/SKILL.md

Raw file: /s/sundial-org-dex/SKILL.md ↗ · machine-readable summary at /s/sundial-org-dex.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 3h ago

—-49% tokens0% turns82% of whole cases pass with skill (18/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-07	✗→✓	▲ Improved	-62%	0%
case-08	✗→✓	▲ Improved	-73%	0%
case-09	✗→✓	▲ Improved	-66%	0%
case-10	✗→✓	▲ Improved	-51%	0%
case-11	✗→✓	▲ Improved	-73%	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

sundial-org / awesome-openclaw-skills

skills/dex/SKILL.md

View on GitHub ↗

Imported 8/3/2026Version v1

Skill contents

SKILL.md

Dex Task Tracking

Track async work: coding agent dispatches, multi-step projects, anything needing follow-up.

Commands

bash
dex create -d "Description" --context "Background, goal, done-when"
dex list                    # Pending tasks
dex list --all              # Include completed
dex show <id>               # View task
dex show <id> --full        # Full context
dex complete <id> --result "What was done, decisions, follow-ups"
dex edit <id> --context "Updated context"
dex delete <id>

Task Structure

Description: One-line summary
Context: Background, requirements, done criteria
Result: What was built, decisions, follow-ups

Example

bash
# Before dispatching agent
dex create -d "Add caching to API" --context "Workspace: feat1 (100.x.x.x)
Branch: feat/cache
Done when: PR merged, CI green"

# After work complete
dex complete abc123 --result "Merged PR #50. Redis caching with 5min TTL."

Storage

.dex/tasks/{id}.json — one file per task, git-friendly.

Want to see if sundial-org/dex 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.