agentsclimarketplace

Plan research

Skill ChristopherAlphonse/calphonse-skills/plan-research

Research how to implement a phase or planning topic before detailed planning. Produces RESEARCH.md for downstream plan and review skills.From its SKILL.md

Install
npx -y skills add ChristopherAlphonse/calphonse-skills --skill plan-research

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

  • 1 stars1 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

SKILL.md

4.5 KB, ~1.0k tokens by cl100k_base, as published. Nobody here has run it

Plan Research

Research implementation approach before planning or coding. Produces RESEARCH.md (or an equivalent research artifact) that downstream planning skills consume.

Guardrails

  • Start by narrowing the research question and success criteria.
  • Prefer primary sources and local code evidence over broad surveys.
  • Label uncertainty, version risk, and assumptions.
  • Do not produce implementation plans or code unless explicitly asked.

When to use

  • Research without planning yet
  • Re-research after planning is complete
  • Investigate feasibility before committing to a phase
  • Ad-hoc research for a topic not yet tied to a roadmap phase (write under .planning/research/)

For full planning flows, use /plan instead.

Process

1. Resolve scope

  • Phase number (e.g. 3, 2.1): locate .planning/phases/*/ matching the phase; read ROADMAP.md, phase CONTEXT.md, REQUIREMENTS.md, and .planning/PROJECT.md if present.
  • Topic string (e.g. "local build and test workflow"): treat as a research brief; write to .planning/research/<slug>/RESEARCH.md (create directories as needed).

If neither a valid phase nor a clear topic is provided, ask one clarifying question.

2. Check existing research

If RESEARCH.md already exists at the target path, offer:

  1. Update research
  2. View existing (print path + summary; do not overwrite)
  3. Skip

Wait for the user's choice unless they passed an explicit force-refresh intent.

3. Gather context (paths only in orchestrator)

Load by reference; do not paste large files into the orchestrator message:

  • Requirements and project state under .planning/
  • Phase CONTEXT.md when researching a phase
  • Relevant codebase areas (build config, CI, package manifests, etc.)

Summarize what the researcher will read before spawning.

4. Spawn researcher subagent

Use Task with subagent_type="explore" or generalPurpose and a fresh context budget. Research burns tokens fast (docs, web, verification).

Research modes: ecosystem (default), feasibility, implementation, comparison.

<research_type>
Phase/topic research — how to implement this well, not just which library to pick.
</research_type>

<key_insight>
The question is: "What do I not know that I don't know?"

Discover:
- Established architecture patterns for this domain
- Standard stack and versions
- Common pitfalls and failure modes
- SOTA vs training-data assumptions
- What must NOT be hand-rolled
</key_insight>

<downstream_consumer>
RESEARCH.md sections should be prescriptive where planning will consume them:
- ## Standard Stack
- ## Architecture Patterns
- ## Don't Hand-Roll
- ## Common Pitfalls
- ## Code Examples (when useful)

Use "Use X" not "Consider X or Y" for decisions planning must take.
</downstream_consumer>

<quality_gate>
- [ ] All relevant domains investigated
- [ ] Critical claims verified against official docs
- [ ] Confidence levels stated honestly
- [ ] Section names match what plan and review skills expect
</quality_gate>

<output>
Write RESEARCH.md to the resolved path.
End with ## RESEARCH COMPLETE and a 5–10 line summary.
</output>

5. Handle subagent return

MarkerAction
## RESEARCH COMPLETEShow summary; offer /plan, dig deeper, review full, done
## CHECKPOINT REACHEDPresent checkpoint; get user response; spawn continuation with prior RESEARCH.md
## RESEARCH INCONCLUSIVEShow attempts; offer more context, different mode, or manual follow-up

6. Continuation

If the user continues after a checkpoint, spawn again with <files_to_read> pointing at the existing RESEARCH.md and the user's checkpoint response.

Operating rules

  • Research-only: do not write PLAN.md or implementation code unless the user explicitly asks.
  • Prefer subagents for investigation; keep the orchestrator lean.
  • Durable outputs live under .planning/ only.

Success criteria

  • Scope resolved (phase or topic + output path)
  • Existing research handled (prompt, view, or skip)
  • Researcher spawned with correct context
  • RESEARCH.md written or viewed as requested
  • User knows next step (plan, deeper research, or stop)

Install: npx skills add ChristopherAlphonse/calphonse-skills --skill plan-research

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.

Keep looking

Skills are one crate of 325,949. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.