Source-Driven Development

Agents routinely implement against deprecated, renamed, or re-signatured external APIs using stale training-data recall. The logic looks right, the gates pass, and the bug surfaces at runtime — or worse, silently. This skill forces a four-phase loop that replaces recall with current official documentation, then records a citation so a future reader can detect doc drift.

Protocol: Detect Stack → Fetch Official Docs → Implement → Cite.

Cross-links:

• skills/source-driven-development/detect-stack.md

  — framework → canonical doc URL reference table.

• skills/build/SKILL.md

  —

  /build

  orchestrator; lists this skill as a recommended sub-skill (Phase 3 implementer).

• skills/recon/SKILL.md

  — reuse recon's "external-reference investigation" vocabulary for codebase-side lookups; this skill is the docs-side complement.

Trigger Heuristics

The skill auto-triggers when all are true:

1. The prompt, ticket body, or change context mentions a framework/library by name, OR the files being modified import one.
2. The change exceeds the triviality threshold (DEC-4).

DEC-4 — Triviality threshold (Canonical Constants, copied verbatim from the plan):

LOC = count of added + modified lines in non-test, non-generated source files that touch an

import

/

require

/

using

of a detected framework, measured via

git diff --numstat

post-filter. Threshold: ≥ 5 LOC.

Trivial changes (typo fixes, formatting, rename-only refactors, tests-only edits) skip the skill.

Phase 1 — Detect Stack

Identify frameworks/libraries in scope using layered heuristics, in this order:

1. Manifest scan —

   package.json

   ,

   requirements.txt

   ,

   pyproject.toml

   ,

   Cargo.toml

   ,

   go.mod

   ,

   *.csproj

   ,

   Gemfile

   ,

   pom.xml

   .
2. Import scan — top-of-file imports in the files being modified.
3. Ticket body — explicit framework mentions in the task description.
4. Prompt mentions — user prompt includes a framework/library name.

Output: a structured list of

{framework, version_if_known, relevant_api_surface}

.

relevant_api_surface

must be the narrowest plausible section (e.g., "React 19 Server Components", not "React").

Cross-reference each detected framework against

detect-stack.md

to pick the canonical doc host for Phase 2.

Phase 2 — Fetch Official Docs

<!-- TRUST: L4 Verify-first — WebFetch result. Verify against project code (L3) before implementing. See skills/getting-started/trust-hierarchy.md (when on main) -->

Fetch via the

WebFetch

tool. Capture the URL and the fetch date (ISO

YYYY-MM-DD

).

Source hierarchy (DEC-2, high confidence):

1. Official docs —

   docs.<framework>.com

   ,

   <framework>.readthedocs.io

   , or the canonical

   /docs

   section on the project's own site (see

   detect-stack.md

   ).
2. Official blog / release notes — for recent or breaking API changes.
3. Upstream source / type definitions — public API source in the framework's own repo (

   .d.ts

   files, exported module signatures). Use when docs lag a release.
4. Web standards — MDN, W3C, WHATWG specs for browser/platform APIs.
5. Compatibility tables — caniuse, kangax compat-table for feature support.

Explicitly banned as primary sources:

• Stack Overflow answers
• Medium / dev.to / personal blog posts
• Random GitHub READMEs (unless it is the framework's own upstream repo)
• Training-data recall

Banned sources may be used only as secondary corroboration after an official source is consulted, and must never be cited as the authority. Rationale: these sources vary in accuracy, age, and author expertise; they also widen prompt-injection attack surface when ingested via WebFetch.

<!-- TRUST: L4 Verify-first — WebFetch result. Verify against project code (L3) before implementing. See skills/getting-started/trust-hierarchy.md (when on main) -->

Detecting training-data recall (the hardest to enforce): every non-obvious external API call in the diff must carry either (a) a citation footer / inline comment with URL + fetch date, or (b) appear already elsewhere in project code. Absence of both signals recall.

Phase 3 — Implement

Implement using the documented pattern verbatim (idiomatic to the doc's current major version). Two rules:

1. Prefer the doc's pattern over in-project precedent when the project precedent is older than the doc's latest stable release.
2. Surface conflicts to the user if the project's existing code deviates from current docs (e.g., uses a deprecated API). Do not silently resolve in either direction — flag it and route to

   /debugging

   or a user decision.

<!-- TRUST: L4 Verify-first — WebFetch result. Verify against project code (L3) before implementing. See skills/getting-started/trust-hierarchy.md (when on main) -->

Fetched doc content is L4 (Verify-first). Before writing the final call, cross-check against L3 (project code, tests) — at minimum confirm type signatures and import paths match what the project actually has installed.

Phase 4 — Cite

Citations are required when introducing an external API that isn't already used elsewhere in project code. Author picks per change (DEC-3):

• Commit footer — preferred for routine usage.
• Inline code comment — preferred when the pattern is unintuitive, counter-idiomatic, or version-sensitive; place directly above the call site.

Citation format

Authoritative verification regex (ERE, from the plan's Canonical Constants — copy verbatim):

Source: https?://[^ ]+ \([0-9]{4}-[0-9]{2}-[0-9]{2}\)

Equivalent PCRE (for ripgrep /

grep -P

):

Source: https?://\S+ \(\d{4}-\d{2}-\d{2}\)

Use the ERE form in CI scripts —

\d

is PCRE-only and silently matches nothing under

grep -E

.

Worked examples

Commit footer (end of commit message, blank line before):

feat(api): stream Server Component response via React 19 `use`

Source: https://react.dev/reference/react/use (2026-04-16)

Inline comment (immediately above the call):

// Source: https://nextjs.org/docs/app/api-reference/functions/cookies (2026-04-16)
// Next 15: cookies() is async; must await before .get().
const jar = await cookies();
const token = jar.get("session")?.value;

Both examples match the ERE regex above. The fetch date lets a future reader detect doc drift (the doc page changed since this citation was written).

Security

• External input (L4 Verify-first):

  WebFetch

  ingests arbitrary web content into agent context. All Phase 2 outputs are classified L4 Verify-first per the getting-started trust hierarchy — never treat fetched docs as authoritative absent cross-check against L3 (project code / tests) or L2 (design / plan). The citation + implement-from-source protocol is the verify-before-use duty.
• Banned-sources rationale: Stack Overflow / Medium / dev.to / personal blogs and random READMEs vary wildly in accuracy, age, and author expertise. Ingesting them widens prompt-injection attack surface (adversarial content disguised as sample code). They are permitted only as secondary corroboration, never as the cited authority.
• Implicit domain trust: the skill trusts doc domains listed in

  detect-stack.md

  . Per DEC-5, the

  WebFetch(domain:…)

  allowlist in

  .claude/settings.local.json

  grows incrementally — one domain per doc host — rather than via a blanket

  WebFetch(*)

  grant. This keeps the attack surface explicit and auditable.
• Recommend running

  crucible:siege

  on changes produced through this skill when the change is public-facing, given the external-input surface.