Install any skill in seconds. Free to start, no credit card required.
Get Started Free →asgard-ai-platform/grad-action-research
Apply action research through Plan-Act-Observe-Reflect cycles and Participatory Action Research (PAR) to generate knowledge while improving practice.
Passed 20 of 22 test cases with the skill, and 11 of 22 without it.
and 13 more in the full report
9 fixed11 passed either way2 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
I am a high school mathematics teacher who recently conducted a participatory action research initiative with my department to improve student problem-solving skills. We went through three iterative rounds of testing scaffolded group tasks. Please write a formal Action Research Report summarizing our initiative. Structure it in markdown with sections for Problem and Context, a markdown table for the Cycle Log covering plans, actions, observations, and reflections across cycles, Knowledge Generated, Practice Changes Implemented, and Validity Criteria.
| Checked | Without skill | With skill |
|---|---|---|
| The report includes Dialogic validity under the Validity Criteria section. | Passed | Passed |
| The Problem and Context section uses four specific bullet points for Problem, Setting, Stakeholders, and PAR elements. | Missed | Passed |
| The Knowledge Generated section divides findings into Practical knowledge and Theoretical contribution sub-bullets. | Missed | Passed |
The instructions your model reads when the skill loads.
Action research is a cyclical methodology that integrates research with practice improvement. Originating with Kurt Lewin, it follows iterative Plan-Act-Observe-Reflect cycles where practitioners investigate their own context, implement changes, and generate knowledge simultaneously. Participatory Action Research (PAR) extends this by positioning community members as co-researchers, emphasizing democratic knowledge production and social transformation.
IRON LAW: Action research requires DUAL commitment — to generating
knowledge AND to improving practice. Research without action is
conventional research; action without reflection is just practice.
Both halves are non-negotiable.
Key assumptions:
Identify the problem or area for improvement collaboratively. Conduct reconnaissance (fact-finding about the current situation). Develop an action plan based on the diagnosis. In PAR, ensure stakeholders co-design the plan.
test cases passed, vs 11 / 22 without
Published skills whose descriptions closely match this one, with their headline benchmark lift.
More skills from the same source and nearby in the registry, with their headline benchmark lift.