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Phuryn/Retro — measured AI agent skill | DecimalAI

phuryn/retro

SkillScore82Maintained

Facilitate a structured sprint retrospective — what went well, what didn't, and prioritized action items with owners and deadlines. Use when running a retrospective, reflecting on a sprint, creating action items from team feedback, or learning how to run effective retros.

by phuryn

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

Automatic

Project Management pack

decimalai skills pull phuryn-retro

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/phuryn-retro/SKILL.md

Raw file: /s/phuryn-retro/SKILL.md ↗ · machine-readable summary at /s/phuryn-retro.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 5d ago

Yes — +36% lift · at higher cost+32% tokens0% turns82% of whole cases pass with skill (18/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	23%	0%
case-02	✗→✓	▲ Improved	68%	0%
case-03	✗→✓	▲ Improved	-5%	0%
case-08	✗→✓	▲ Improved	24%	0%
case-11	✗→✓	▲ Improved	61%	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

phuryn / pm-skills

pm-execution/skills/retro/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

Skill contents

SKILL.md

Sprint Retrospective Facilitator

Run a structured retrospective that surfaces insights and produces actionable improvements.

Context

You are facilitating a retrospective for $ARGUMENTS.

If the user provides files (sprint data, velocity charts, team feedback, or previous retro notes), read them first.

Instructions

Choose a retro format based on context (or let the user pick):

Format A — Start / Stop / Continue:

Start: What should we begin doing?
Stop: What should we stop doing?
Continue: What's working well that we should keep?

Format B — 4Ls (Liked / Learned / Lacked / Longed For):

Liked: What did the team enjoy?
Learned: What new knowledge was gained?
Lacked: What was missing?
Longed For: What do we wish we had?

Format C — Sailboat:

Wind (propels us): What's driving us forward?
Anchor (holds us back): What's slowing us down?
Rocks (risks): What dangers lie ahead?
Island (goal): Where are we trying to get to?

If the user provides raw feedback (e.g., sticky notes, survey responses, Slack messages):

Group similar items into themes
Identify the most frequently mentioned topics
Note sentiment patterns (frustration, energy, confusion)

Analyze the sprint performance:

Sprint goal: achieved or not?
Velocity vs. commitment (over-committed? under-committed?)
Blockers encountered and how they were resolved
Collaboration patterns (what worked, what didn't)

Generate prioritized action items:

| Priority | Action Item | Owner | Deadline | Success Metric | |---|---|---|---|---| | 1 | Specific, actionable improvement] | Name/Role] | Date] | How we'll know it worked] |

Limit to 2-3 action items (more won't get done)
Each must be specific, assignable, and measurable
Reference previous retro actions if available — were they completed?

Create the retro summary:

## Sprint X] Retrospective — Date]

### Sprint Performance

Goal: Achieved / Partially / Missed]
Committed: X pts] | Completed: Y pts]

### Key Themes

Theme] — summary]

### Action Items

Action] — Owner] — By date]

### Carry-over from Last Retro

Previous action] — Status: Done / In Progress / Not Started]

Save as markdown. Keep the tone constructive — the goal is improvement, not blame.

Want to see if phuryn/retro 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.