mcpbeat

Research

boshu2/research

Answer a bounded question with current cited evidence. Triggers: "research", "investigate this question", "find evidence". (Investigating a repository routes to codebase-recon.)

1k tokens
context cost
the whole folder, loaded on every use
1
files
instructions only
0
copies elsewhere
how many repositories repackaged it
416
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/boshu2/agentops --skill research

The instruction itself

6 sections, as written by the author

Research

Answer one bounded question with current evidence. Research informs a caller;

it does not select work, approve a plan, mutate lifecycle state, or decide what

happens next.

Contract

  • State the question, decision it informs, scope, non-goals, and evidence

required for a useful answer.

  • Search the smallest relevant local sources. For changing external facts,

use current primary sources.

  • Verify structural or semantic-search leads against authoritative content.
  • Separate observation, inference, contradiction, and unknown.
  • Lead with the answer and cite every load-bearing claim.
  • Report unchecked scope and stop.

Use the current agent inline by default. Parallel readers or alternate runtimes

are optional execution choices only when the caller authorizes them. Prior

research, CASS, MS, codebase recon, and pattern mining are advisory sources,

not required phases.

Commit-level citation for code claims

A claim about what code does cites the commit it was observed at, plus

file:line — code moves, and a citation without a revision decays silently into

a claim about a repository that no longer exists. For the working tree, record

the current HEAD and whether the cited file carries uncommitted changes. The

named failure mode is the floating citation: a path and line that resolved

when written, drifted after a refactor, and now lends false authority to a

stale answer. A reader must be able to run git show <commit>:<path> and see

the cited lines; a code claim that cannot survive that replay is reported as

unverified, not asserted.

Done means observable capability

Research is done when its capability flags are answerable, not when effort

feels sufficient. At the start, derive from the bounded question a short list

of capability statements — "can name the module that owns X, with citation",

"can state whether Y is reachable from Z, or that this is unknown". The stop

condition: every flag is either satisfied with evidence or explicitly reported

unknown with what was searched. Hours spent and files read are not flags. The

named failure mode is effort-shaped doneness — stopping because the search was

long, and shipping an answer whose load-bearing claim was never actually

established. If a flag stays unsatisfiable inside scope, say so and stop;

widening the question mid-search is a new question, and the caller owns it.

Multiple caller-supplied reports

When the caller supplies several reports for one bounded question, synthesize

them as evidence inside this same Research invocation:

  • Build a source ledger before comparing claims. Preserve each report's path or

supplied identifier, title, author/runtime when known, and revision or date

when supplied. Assign a short local label without replacing that identity.

  • Extract each load-bearing claim with its source label and original evidence

reference. Normalize wording only for comparison; never merge citations or

make agreement erase provenance.

  • Group comparable claims into agreement, contradiction, and unknown.

Agreement means independent reports support the same claim. Contradiction

preserves the conflicting claims and evidence. Unknown means the reports do

not establish the fact or the underlying source was not checked. Reports that

repeat one upstream source are agreement in wording, not independent

corroboration; preserve that shared provenance.

  • Verify load-bearing claims against authoritative content when the bounded

question requires it. A report's conclusion is advisory, not authority.

  • Produce one cited synthesis that states what the reports jointly support,

where they disagree, and what remains unknown. Report checked and unchecked

sources, then stop.

Do not recursively launch another Research pass, invent a synthesis umbrella,

or start a new runtime merely because multiple reports exist. Additional readers

remain caller-authorized execution choices, not part of this procedure.

Output

For a quick question, return the cited answer directly. When the caller asks

for a durable artifact, write one report containing:

  • question and scope;
  • answer;
  • evidence references;
  • contradictions and unknowns;
  • checked and unchecked areas.

For a durable synthesis of multiple reports, also include source_ledger and

comparison (agreements, contradictions, and unknowns) as defined by the

output schema. Single-report outputs may omit those optional fields.

Do not emit approval, confidence gates, retry instructions, owner, next action,

or delivery state.

How to use it

Copy the folder

Take boshu2/research from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.