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Run a learning retrospective · sediman-agent | DecimalAI

productivityby sediman-agent

Run a learning retrospective

sediman-agent/run-learning-retrospective

Source sediman-agent/openskynet ↗License NOASSERTION

Evaluate learning progress, identify blockers, and adjust the learning plan

NewMaintained

Automatic

Tutoring & Education pack

Last verified 8/20/2026

What it changes

Passed 8 of 21 test cases with the skill, and 13 of 21 without it.

Without skill64%

With skill36%

Checks it passed that the model alone missed

The next milestone definition includes a quantitative container build metric.
The retro categorizes ORM query optimization and eager loading as weak areas.
The next milestone requires a green matrix build run as its measurable criteria.

and 6 more in the full report

4 fixed5 passed either way13 still failing0 broke

Pass-rate lift: -27 pp
Tokens: -28%
Agent turns: 0%
Response time: -20%

Model gemini-3.6-flashMeasured 8/20/2026v19 of 22 cases passed with skill · 21 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/sediman-agent-run-learning-retrospective/SKILL.md https://app.decimal.ai/s/sediman-agent-run-learning-retrospective/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add sediman-agent-run-learning-retrospective, 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/sediman-agent-run-learning-retrospective/ and pins it in .decimal/skills.lock

decimalai skills add sediman-agent-run-learning-retrospective

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

curl -fsSL --create-dirs -o .claude/skills/sediman-agent-run-learning-retrospective/SKILL.md https://app.decimal.ai/s/sediman-agent-run-learning-retrospective/SKILL.md

Raw file: /s/sediman-agent-run-learning-retrospective/SKILL.md ↗ · machine-readable summary at /s/sediman-agent-run-learning-retrospective.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 4

Prompt

I just wrapped up my Docker containerization target where I built multi-stage Dockerfiles and compose setups. Multi-stage build syntax threw me off repeatedly and slowed down my build pipeline testing. How should we revise my DevOps roadmap?

What was checked, without and with the skill
Checked	Without skill	With skill
The progress retrospective highlights multi-stage Dockerfile syntax as a recurring blocker.	Missed	Passed
The updated plan incorporates targeted practice exercises specifically for multi-stage Docker builds.	Passed	Passed
The next milestone definition includes a quantitative container build metric.	Missed	Passed

case-07 · gemini-3.6-flash · 8/20/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md23 linessingle file

Run a learning retrospective

Trigger

Learner completed a milestone and needs data-driven adjustment to their plan.

Workflow

Review completed work against target outcomes.
Identify recurring blockers and weak concepts.
Prioritize what to reinforce versus what to defer.
Adjust pacing and upcoming practice tasks.
Set next milestone and measurable checkpoint.

Tools

Use Ask user tool.

Output

Progress retrospective
Updated learning plan
Next milestone definition

Track record

Benchmark

8 / 21

test cases passed, vs 13 / 21 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

sediman-agent / openskynet

skills/cursor_plugins/teaching/skills/run-learning-retrospective/SKILL.md

View on GitHub ↗

License NOASSERTIONImported 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

Run a learning retrospective

Trigger

Workflow

Tools

Output

Track record

Benchmark

Adoption

SkillSafety

Source

Related skills