research

Research

Answer the caller's bounded question with cited evidence. Choose ordinary

investigation, repository tracing or pattern evidence according to the question;

these are optional modes, not a sequence. A quick answer needs no report file.

Investigation

1. State the question and the decision it informs. Reuse the accepted scope and

identify what evidence would answer it; do not expand the objective mid-search.

1. Inspect the smallest relevant sources. For changing external facts, use

current primary sources. Verify search hits against the actual source.

1. Distinguish observation, inference, contradiction and unknown. Every material

claim cites evidence; source agreement does not erase shared provenance.

1. Lead with the answer, then show evidence and remaining gaps. Each part of the

question is answered or explicitly unknown with the searched scope disclosed.

Code claims cite the observed commit plus file:line. For uncommitted content,

state HEAD and the changed-file status; do not claim the working bytes can be

replayed from HEAD. Keep source identity and freshness visible. Search output,

CASS, MS and prior reports are leads, not authority or required phases. Use the

current agent by default; additional readers and runtimes require caller

selection or existing authorization.

For several supplied reports, retain each source's identifier, author/runtime

when known and revision/date. Compare claims as agreement, contradiction or

unknown while preserving their original evidence. Repeated quotations of one

upstream source are not independent corroboration. Verify decisive claims at

their source and return one synthesis; do not launch recursive synthesis passes.

Repository tracing

For a repository model or audit, start from its declared entry points in docs,

build manifests or command help and verify them against executable paths.

Follow a relevant flow through entry, domain logic, integration and tests;

prefer a completed trace to a shallow directory inventory. Report an interrupted

trace at its exact file/line and explain what is missing. Choose a useful lens

such as persistence, authorization, CLI, build or test without requiring a sweep

of every lens.

An inline investigation may use dirty working-tree evidence with explicit limits.

When a durable codebase-recon.v1 pack is selected, its stricter contract applies:

• Write codebase-recon.json and a cited codebase-recon.md companion at the

caller's chosen location, default .agents/scratch/codebase-recon/<run-id>/.

Keep mental model, bounded audit, pattern evidence and synthesis distinct.

• Bind the exact current full commit OID, at least one complete baseline flow,

claims with kind, confidence and evidence, and inspected/uninspected scope. Fact and inference citations

resolve to repository-relative regular files at that commit; the companion

report includes line references. Unknowns remain explicit.

• The manifest report names the companion and its lowercase SHA-256. The

companion has one <!-- codebase-recon-report.v1 --> marker and

manifest_commit, manifest_mode, flows_sha256, claims_sha256, and

coverage_sha256 markers; section digests hash the jq -cS output for each

section, including its trailing newline.

• Discover validated priors with

skills/research/scripts/codebase-recon/validate-output.sh --repo-root <target> --discover-priors.

Prefer a verified delta when it answers the request. Delta evidence needs a

valid ancestor chain, baseline_verified: true and the exact changed paths

between the prior and current commits; do not relabel a directory scan as delta.

• Run `skills/research/scripts/codebase-recon/validate-output.sh --repo-root

<target> <recon.json>` before handoff. It checks both artifacts and rechecks

their identities, HEAD and source state; dirty source outside .agents/ cannot

satisfy this commit-bound pack. Return a validation failure without disguising

it as a completed recon pack.

Preserve earlier .agents/recon/<run-id>/ packs and their exact cited identities.

Prior discovery checks both legacy and current roots; never move or delete old

proof to match a new layout. See the [recon scenarios](references/codebase-recon/codebase-recon.feature).

Pattern evidence

For a recurring implementation shape, test whether the similarity represents a

reusable rule. Record replayable searches, examined hits and exclusions. Align

independent implementations by their role in the behavior, then separate required

invariants, legitimate variation and incidental syntax. Copies of one lineage

do not count as independent evidence.

A pattern-mining.v1 promotion needs at least three distinct anchored exemplars,

a candidate formed before inspecting a separate holdout, a passing holdout and

successful back-application of every refinement to the original exemplars.

Every invariant needs supporting alignment. Otherwise preserve the result as

outcome: hypothesis with route: no-action; do not package weak evidence as a rule.

For this selected durable mode, write pattern-mining.json to

.agents/scratch/pattern-mining/<run-id>/ or an authorized caller location and

run skills/research/scripts/pattern-mining/validate-output.sh <pattern.json>.

Preserve the schema's outcome, exemplars, invariants, variations,

incidental, holdout, back_application and route fields. The compatibility route

value operationalize on a valid promotion refers to

[Skill Builder's distillation mode](../skill-builder/SKILL.md#distill-expertise);

it is not a retired skill invocation or automatic dispatch.

Recommend the least committed useful shape: no action, a reference/checklist

line, a template, helper or gate. A gate needs demonstrated cost of violation,

not merely recurrence. Research returns evidence; adoption remains an explicit

caller decision. See [pattern scenarios](references/pattern-mining/pattern-mining.feature).

Output and boundaries

Return a cited answer directly unless a durable output was requested or the

selected evidence contract requires one. Ordinary durable reports follow

[findings.json](schemas/findings.json): question, scope, answer, evidence,

contradictions, unknowns, checked and unchecked areas. Multi-report synthesis

also retains source_ledger and comparison. Selected recon and pattern modes

retain their own validated formats instead of forcing them into this schema.

Use only authorized sources and destinations. For restricted or mined episode

material, follow [Memory's access and storage boundary](../memory/SKILL.md).

Research selects no work, owns no merged context store, mutates no lifecycle

state and issues no semantic verdict. The native caller owns implementation,

judgment and completion of the authorized outcome.