Install
$ agentstack add skill-melodic-software-claude-code-plugins-pick-for-the-problem ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
Pick for the problem
A drift corrector for selection discipline: the tool must fit the problem, not the reflex. The method — re-anchor, audit the work in flight, correct forward, report, and the tone that firing this is not an accusation — lives in [${CLAUDE_PLUGIN_ROOT}/context/re-anchor-audit-correct.md](../../context/re-anchor-audit-correct.md). Read it; this file adds only what is specific to selecting a tool, library, framework, language, or approach.
The discipline this re-anchors
A selection is a design decision, not a reflex. Resolve the source of truth per the method doc's ladder: if the consuming project states a technology-selection or dependency-adoption rule in its own CLAUDE.md / .claude/rules/, re-anchor THAT. Otherwise re-anchor this portable baseline.
The four selection sins — an unexamined choice usually traces to one:
- Habit — "I always use X." The reach is muscle memory, not analysis.
- Availability — "X is already at hand." Convenience picked it, not fit.
- Incumbency — "the repo already uses X, so new work assumes X." Current
state is treated as the requirement.
- Preconception — "I came in believing X is the answer." The verdict
preceded the problem.
The discipline that replaces them:
- Define the actual problem first. Name what is being solved — the real
requirements — before any candidate is on the table. Do not let the first solution shape decide the problem.
- Survey the field. More than one candidate, judged against the stated
requirements and the plausible future ones (variables that could shift and turn a choice into future pain).
- Walk the preference ladder — an earlier rung wins when it covers the
requirements and the plausible future requirements:
- Native — what the platform, language, or framework already
provides: no new dependency, no new coupling.
- Official / authoritative — the first-party or canonical option when
native falls short.
- Vetted third-party — only when the rungs above genuinely miss, and
only if it is well-maintained, well-known, safe, and secure.
- Every dependency is a coupling point. Weigh, at adoption time, the
cost this coupling can impose later: abandonment, a pricing pivot, a license change, security posture, and exit cost. A dependency adopted without that weighing is an unpriced liability.
- Building what already exists is a finding. Re-implementing a solved,
well-served problem (native or vetted) is a selection error in the other direction — name it.
Mandatory routing — no verdict from memory
When the selection is load-bearing, the field survey and the maintenance / security / license / adoption judgement must come from CURRENT research, not training-data recall — a tool's maintenance status, licensing, and security posture drift constantly. Route to a research capability rather than judging from memory: /discovery:research, or /discovery:research-deep for a large surface. Degrade to an explicit in-thread research pass (fetch the primary sources yourself and cite them) when that capability is not installed — never a bare recalled verdict.
Audit — what to look for
Name concrete, located findings (per the method doc's step 2). This fires both at an explicit choice-time AND over choices already embedded in the work in flight:
- a tool named before the problem it solves was stated;
- a single candidate with no field surveyed;
- a choice tracing to habit, availability, incumbency, or preconception
rather than fit;
- a third-party dependency adopted with no maintenance / security / license /
exit-cost weighing;
- a native or authoritative option skipped straight to third-party;
- a hand-built solution to an already-solved, well-served problem.
Correct each forward now: re-derive the choice from the stated problem, run (or route) the survey, walk the ladder, and price the coupling. Where the evaluation is load-bearing, route it to research rather than self-checking from the same recall that produced the reflex.
Distinct axis — the incumbency overlap
The incumbency sin here is selection-specific — "the repo uses X, so this new work uses X". The general interrogation of inherited precedent is /discipline:reason-dont-recite; this skill applies that lens narrowly to a technology choice and adds the field survey, the ladder, and the coupling price. Route a broader inherited-design challenge there.
What this skill does NOT do
- Does not churn a well-fitted choice. A tool re-derived from the problem
and found to fit audits clean — including an incumbent one; the duty is to re-derive, not to switch for its own sake.
- Does not issue a verdict from recall. A load-bearing evaluation routes
to research; the skill does not pronounce a maintenance or security verdict from memory.
- Does not fabricate a finding. A choice already problem-derived and
field-surveyed audits clean; say so.
Gotchas
- The reflex hides as a reason. "We use X here" and "X is what I know"
are the incumbency and habit sins wearing the costume of a rationale; a real rationale names the requirement X satisfies, not its familiarity.
- A deep dependency-inventory variant is deliberately deferred. Auditing
an entire repo's dependency graph for coupling risk is out of scope here; that sibling lands on the first real dependency-inventory audit request, not before — not shipped speculatively.
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: melodic-software
- Source: melodic-software/claude-code-plugins
- License: MIT
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.