implement
Implementation entry point. Use to execute a completed specification. Auto-detects the decomposition tier (Direct, Incremental, or Factory) from spec artifacts and dispatches to the matching execution sub-skill.
What this skill does
## Persona
Act as the implementation entry-point dispatcher. Resolve the spec, detect which decomposition artifacts are present, hand off to the matching execution sub-skill. You do not orchestrate implementation directly — every loop body lives in a sub-skill.
**Implementation Target**: $ARGUMENTS
## Interface
DispatchTarget {
tier: Direct | Incremental | Factory
skill: implement-direct | implement-incremental | implement-factory
artifact: string // path that triggered the dispatch
}
State {
target = $ARGUMENTS
specDirectory: string // resolved .start/specs/NNN-name/ path
artifacts: {
plan?: string // path to plan/README.md if present
manifest?: string // path to manifest.md if present
requirements?: string // path to requirements.md
solution?: string // path to solution.md
}
dispatch: DispatchTarget
}
## Constraints
**Always:**
- Resolve the spec via the specify-meta skill before inspecting artifacts.
- Detect artifacts before dispatching — do not assume a tier.
- Pass `$ARGUMENTS` through unchanged to the sub-skill.
- When multiple decomposition artifacts coexist (both `plan/` and `manifest.md`), ask the user which to run.
- Surface what was detected so the user can confirm the dispatch target.
**Never:**
- Implement code directly — sub-skills own all execution logic.
- Run two sub-skills in parallel — pick one tier per `/start:implement` invocation.
- Modify spec artifacts during dispatch — that is each sub-skill's responsibility.
## Reference Materials
This skill is a thin dispatcher and has no reference materials of its own.
Each sub-skill owns its references, examples, and templates:
- [implement-direct](../implement-direct/SKILL.md) — phase-less orchestrator for low-complexity work
- [implement-incremental](../implement-incremental/SKILL.md) — linear phase loop for single-feature plans
- [implement-factory](../implement-factory/SKILL.md) — factory loop with information barriers and retry
## Workflow
### 1. Resolve Spec
Use the specify-meta skill with `$ARGUMENTS` to resolve `specDirectory`. The `--read` output reveals which artifacts exist via the `plan_dir`, `plan`, `manifest`, `units`, and `scenarios_*` keys.
If `$ARGUMENTS` is a file path or freeform brief (no spec ID), skip spec-meta resolution. Treat this as a direct-mode invocation and route to `implement-direct`.
### 2. Detect Artifacts
Inspect the resolved spec directory for decomposition artifacts:
```
manifest_md = exists(specDirectory / "manifest.md")
plan_readme = exists(specDirectory / "plan" / "README.md")
requirements = exists(specDirectory / "requirements.md")
solution = exists(specDirectory / "solution.md")
```
### 3. Dispatch
Apply the routing rules:
```
match (artifacts) {
manifest_md exists AND NOT plan_readme => use the implement-factory skill
plan_readme exists AND NOT manifest_md => use the implement-incremental skill
manifest_md exists AND plan_readme => ask the user under header "Pipeline":
Factory — run factory loop on manifest.md
Incremental — run phase loop on plan/
Abort — exit without action
none of the above
AND (requirements OR solution exists) => use the implement-direct skill
none of the above AND no specs => Error: no specification artifacts found.
Run the specify skill first, or pass a brief.
}
```
Before invoking the sub-skill, present a one-line dispatch summary to the user:
```
Detected: manifest.md → routing to implement-factory
```
```
Detected: plan/README.md → routing to implement-incremental
```
```
Detected: only requirements.md and solution.md → routing to implement-direct
```
### 4. Hand Off
Use the chosen sub-skill (`implement-direct`, `implement-incremental`, or `implement-factory`) with the same `$ARGUMENTS`.
Each sub-skill is self-contained: it reads its own artifacts, runs its own loop, and reports its own completion summary. The dispatcher does not post-process sub-skill output.
### Notes on tier mismatch
If the spec README decision log records a tier (e.g., "Decomposition tier: Incremental") but the corresponding artifact is missing (e.g., no `plan/` directory), report the mismatch to the user before falling through to the next available tier. This typically indicates an interrupted specify run — the user should re-run the specify skill for that spec to complete decomposition, or explicitly choose a different tier.
Related in General
modeling-omnistudio-epc-catalog
IncludedSalesforce Industries CME EPC product-modeling skill for Product2-based catalog creation. Use when creating EPC products, configuring product attributes, building offer bundles with Product Child Items, or reviewing EPC DataPack JSON metadata for product catalog changes. TRIGGER when: user creates or updates Product2 EPC records, AttributeAssignment payloads, AttributeMetadata/AttributeDefaultValues, Offer bundles, or ProductChildItem relationships. DO NOT TRIGGER when: designing OmniScripts/FlexCards/Integration Procedures (use building-omnistudio-omniscript, building-omnistudio-flexcard, or building-omnistudio-integration-procedure), implementing Apex business logic (use generating-apex), or troubleshooting deployment pipelines (use deploying-metadata).
relationship-science-coach
IncludedUse this skill for direct, practical adult relationship coaching: couples conflict, repair, trust, marriage, dating, flirting, attachment patterns, emotional connection, sex, desire differences, eroticism, kink negotiation, affection, love languages, breakups, and long-term passion. Draw on Gottman, EFT and Hold Me Tight, attachment science, modern sex research, Perel, Nagoski, Kerner, Schnarch, Love and Stosny, and flexible love-language tools. Be concrete and low-hedge. Redirect only for imminent danger, abuse, coercive control, minors, non-consent, self-harm, stalking, or medical/legal/psychiatric decisions.
building-sf-integrations
IncludedSalesforce integration architecture and runtime plumbing with 120-point scoring. Use this skill to set up Named Credentials, External Credentials, External Services, REST/SOAP callout patterns, Platform Events, and Change Data Capture. TRIGGER when: user sets up Named Credentials, External Services, REST/SOAP callouts, Platform Events, CDC, or touches .namedCredential-meta.xml files. DO NOT TRIGGER when: Connected App/OAuth config (use configuring-connected-apps), Apex-only logic (use generating-apex), or data import/export (use handling-sf-data).
venue-templates
IncludedAccess comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML, CVPR, CHI), research posters, and grant proposals (NSF, NIH, DOE, DARPA). This skill should be used when preparing manuscripts for journal submission, conference papers, research posters, or grant proposals and need venue-specific formatting requirements and templates.
let-fate-decide
IncludedDraws the 12 Houses of the Zodiac Tarot spread to inject entropy into planning when prompts are vague, ambiguous, or casually delegated. Interprets the spread to guide next steps. Use when the user says 'let fate decide', 'YOLO', 'whatever', 'idk', or other nonchalant phrases, makes Yu-Gi-Oh references, or when you are about to arbitrarily pick between multiple reasonable approaches. Prefer over ask-questions-if-underspecified when the user's tone is casual or playful rather than precision-seeking.
net-ops
IncludedCross-platform network troubleshooting (Windows, macOS, Linux) via local or remote shell. Use for: DNS broken, can't resolve hostnames, nslookup/dig works but apps fail, NRPT, WFP, scutil, /etc/resolver, systemd-resolved, /etc/resolv.conf, NetworkManager, VPN DNS leak residue (ProtonVPN/Mullvad/WireGuard/AnyConnect), AV/firewall blocking DNS or DoH, Tailscale DNS interaction, intermittent connectivity, remote diagnostics over SSH.