aikc-project-workflow

AIKC Project Workflow Skill

Use this skill when changing the AI Knowledge Center package itself: CLI behavior, project upgrade templates, manifest loading, dashboard metadata, gates, telemetry, or this repository's AI workflow knowledge.

Stable Project Facts

• Package name: ai-knowledge-center.
• Global CLI names: aikc and ai-knowledge-center.
• Published CLI entrypoint: dist/cli/aikc.js.
• Source CLI entrypoint: src/cli/aikc.ts.
• Project upgrade logic lives in src/cli/project-upgrader.ts.
• Production dashboard and API are served by Fastify from one port, default 127.0.0.1:4318.
• Development uses two processes: server on 4318 and Vite UI on 5177.

Change Guidance

• Prefer editing src/ and rebuilding; do not hand-edit dist/ unless release artifacts are explicitly required.
• Keep CLI options documented in README.md aligned with src/cli/aikc.ts.
• Keep scaffold templates in src/cli/project-upgrader.ts aligned with root examples in ai-knowledge/.
• New-project and upgrade templates must include AIKC-maintained ai-knowledge/core/**, compatibility entrypoints, internal AI workflow scripts under ai-knowledge/scripts/**, and a mandatory final knowledge-capture decision.
• Keep the ownership boundary explicit: ai-knowledge/core/** is upgraded by AIKC; project-specific reusable knowledge belongs in ai-knowledge/skills/** or project-owned references.
• Core workflow templates must ask agents to package repeated operations as project scripts, project skills, MCP/server tools, or references, with local host OS and remote target OS considered separately.
• Core workflow templates must treat AI workflow loops as bounded loops with explicit input, output, validation, budget, stop condition, and human escalation.
• Core workflow templates must keep AI-facing knowledge compact and maintain human-readable companions under ai-knowledge/human/** only when meaning changes or missing companions are backfilled.
• Core workflow templates must include token-efficiency guidance for minimal context loading, log summaries, structured output, caches, operations indexes, doctor commands, and compact closeout.
• Core workflow templates must preserve AIKC project capabilities that are not project-specific: manifest contract, dashboard metadata, gates/commands, MCP, telemetry, Dagger, project discovery, API automation, safe upgrade semantics, and release discipline.
• Core workflow templates must guide agents to prefer mature open-source packages over hand-rolled implementations when they improve CLI parsing, file discovery, search, schema/API contracts, logging, config paths, watchers, process execution, or MCP/server tooling.
• Keep the dashboard initialization prompt in src/client/App.tsx aligned with src/cli/project-upgrader.ts, so copied prompts, CLI upgrade, and dashboard auto-init describe the same behavior.
• Avoid making aikc --version start the server if adding version support; handle informational flags before importing src/server/index.ts.
• Preserve the documented behavior that aikc upgrade --write creates candidates for conflicts instead of overwriting project-specific files.
• Existing projects should be updateable: changed local files get *.aikc-upgrade.md candidates and an AI handoff prompt, not blind overwrites.
• Keep knowledge token checks sparse: trigger them for explicit token/context/routing work, first run state creation, or changes to workflow entrypoints and the compact skill index.
• For token/cache/MCP evaluation, read ai-knowledge/core/open-source-token-tools.md after this skill. Prefer AIKC's built-in context-pack, repo-map, log-summary, run-bounded, token-budget-check, repo-scoped filesystem MCP, and aikc mcp --project . before adding new tools. Treat Context7 as the approved optional docs lookup; treat semantic code-search MCPs as optional repo-scoped additions only when repo-map is too broad.
• Package publishing uses the local environment file when needed: load NPM_TOKEN from .env.local into the process environment for npm whoami and npm publish, never print the token, and check NPM_TOKEN_EXPIRES_AT before relying on it.