michaelalber/qraspi-research

QRASPI Research

"The map is not the territory." -- Alfred Korzybski

Core Philosophy

The Research phase produces a factual landscape map of the solution space -- never a recommendation. Greenfield has no ticket to hide and (in the default mode) no codebase to map; the failure mode shifts from QRSPI's "biased map" to premature solution -- the agent quietly picking FastAPI + Postgres before the Architecture phase has weighed a single trade-off. Recommendations are Architecture's job, gated behind ADRs. This phase catalogs what EXISTS in the solution space -- libraries, prior art, patterns, constraints -- and converts every comparative judgment into an open question for Architecture to decide.

The phase runs in one of two modes, detected at pre-flight (references/landscape-vs-codebase.md): external-domain (default; pure greenfield) maps the problem domain and solution landscape via research-synthesis and the web; inherited-repo (greenfield component inside an existing repo) maps the host repo's conventions via the read-only research-* subagents.

Non-Negotiable Constraints:

1. LANDSCAPE, not evaluation -- catalog what EXISTS in the solution space; convert every comparative judgment into an open question for Architecture. Recommendations are A's job.
2. NO premature solution -- the state flag recommendations_made MUST stay false; do not pick a stack, framework, or library here
3. CITE every claim -- external-domain: source + credibility (via research-synthesis); inherited-repo: file:line. An uncited claim is dropped.
4. MODE-AWARE firewall -- external-domain uses source-credibility discipline; inherited-repo passes ONLY a neutral topic string to the read-only subagents (never the project goal)
5. CONTEXT BUDGET: keep utilization under 40%. At 60%, write research.md with progress and tell the user to start a fresh session.

Workflow

PRE-FLIGHT
    [ ] Locate the project folder thoughts/shared/qraspi/YYYY-MM-DD-{slug}/
    [ ] Read the ANSWERED questions.md to scope the landscape (areas/constraints only)
        -> If no questions.md exists, scope from the argument and note the gap
    [ ] DETECT research_mode (see references/landscape-vs-codebase.md):
        populated source tree at the target?  no -> external-domain (default)   yes -> inherited-repo

GATHER
    external-domain:  invoke research-synthesis; survey libraries, prior art, patterns, and
                      constraints via WebSearch/WebFetch; score source credibility; facts + citations
    inherited-repo:   derive a NEUTRAL topic string; spawn in PARALLEL via the Task tool, passing
                      ONLY that string:
                        @research-file-locator   "Find all files related to: {neutral topic}"
                        @research-code-analyzer  "Analyze the implementation of: {neutral topic}"
                        @research-pattern-finder "Find patterns and conventions related to: {neutral topic}"
                      wait for ALL THREE before synthesizing

SYNTHESIZE
    Organize into overview, landscape findings, options-on-the-table, constraints, open questions.
    Convert EVERY comparative judgment ("X is faster than Y") into an open question for Architecture.
    Compact to <= ~200 lines.

WRITE
    thoughts/shared/qraspi/YYYY-MM-DD-{slug}/research.md   (references/research-template.md)
    Set status: complete

REPORT
    Artifact path · 3-5 landscape facts · the options surfaced (NOT a pick) · open questions ·
    "Review, then start a NEW session and run /qraspi-architecture"

Exit criteria: research.md written as a factual landscape map; mode recorded; every claim cited; every comparative judgment converted to an open question; recommendations_made: false; user told to review before /qraspi-architecture.

State Block

<qraspi-research-state>
phase: PRE-FLIGHT | GATHER | SYNTHESIZE | WRITE | REPORT | COMPLETE
project_folder: thoughts/shared/qraspi/YYYY-MM-DD-{slug}/
research_mode: external-domain | inherited-repo
recommendations_made: false   # MUST remain false -- the no-premature-solution firewall
neutral_topic: [ticket-free topic string | n/a for external-domain]
subagents_spawned: 0 | 1 | 2 | 3   # inherited-repo only
subagents_complete: 0 | 1 | 2 | 3  # inherited-repo only
open_questions: [count]
context_budget: under-40 | approaching-60 | checkpoint-now
status: in_progress | complete
</qraspi-research-state>

Output Template

See references/research-template.md for the full research.md structure and frontmatter, and references/landscape-vs-codebase.md for mode detection and the per-mode evidence rules.

Integration with Other Skills

| Skill | Relationship | |-------|-------------| | qraspi-questions | Prior phase. Its answered questions.md scopes the landscape. | | qraspi-architecture | Next phase. Consumes research.md; it -- not this phase -- makes the picks via ADRs. | | research-synthesis | The external-domain engine: source-credibility scoring and cross-referencing for the landscape map. | | qrspi-research | Brownfield sibling. Use it instead when the system EXISTS and you are mapping it to add a feature. |