agentleFS
zznabilzznabil/lean-agent-skill-collection/skills/implement/SKILL.md

implement

Skill1 starsChanged 3 months agoMITView on GitHub

Implement a bounded change from a clear request, spec, or ticket. Use when the work fits a focused session; use get-it-done for long-horizon ownership and gauntlet-loop for costly adversarial acceptance.

191 other projects use a version of this.

Adopted by

Most recently taken up by

Used with

Projects with it also use setup-ts-deep-modules, ask-matt and 10 more.

Other files people use alongside this one.

Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
  • liufeng1976Skill

    setup-ts-deep-modules

    Wire dependency-cruiser into a TypeScript repo so each package is a deep module — implementation hidden in subfolders, reachable only through its entry-point files. User-invoked.

    Also in 43 projects that use this

  • GoogleSkill

    ask-matt

    Ask which skill or flow fits your situation. A router over the skills in this repo.

    Also in 91 projects that use this

  • RoentekSkill

    loop-me

    Grill me about specs for the workflows I want to build, within this workspace.

    Also in 50 projects that use this

  • AWSSkill

    to-questionnaire

    Turn a decision you can't fully answer into a questionnaire for someone else to fill in.

    Also in 88 projects that use this

  • ryotaroh180105Skill

    claude-handoff

    Hand the current conversation off to a fresh background agent that picks up the work immediately.

    Also in 42 projects that use this

  • GoogleSkill

    to-spec

    Turn the current conversation into a spec and publish it to the project issue tracker — no interview, just synthesis of what you've already discussed.

    Also in 168 projects that use this

  • +3 more from google

The file

We split this skill into the rules it gives an agent

10 rules. 0 are common, 9 are distinctive, and 1 is very specific to this project.

  • 0

    Common

    Most of the 171 edited versions we read keep these.

  • 9

    Distinctive

    This author's own choices. Worth a look.

  • 1

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    Use ASD-STE100-inspired short, active sentences, ISO 704-inspired stable terms, and Diátaxis organisation when useful.

    line 8
  2. Distinctive:

    Use TL;DR only when it helps a long response, and place it first.

    line 10
  3. Distinctive:

    Read the request, relevant context, affected code or artefact, tests and local conventions.

    line 16
  4. Distinctive:

    Add a layer or dependency only when the contract requires it.

    line 22
  5. Distinctive:

    If the required behaviour exists, verify it without changing it.

    line 23
  6. Very specific:

    Use browser-automation for rendered and interactive proof.

    line 25
  7. Distinctive:

    Stop when the contract and fresh evidence pass.

    line 36
  8. Distinctive:

    MUST NOT weaken tests, change expected behaviour to match a bug, or publish, push, deploy or mutate production without authorisation.

    line 38
  9. Distinctive:

    Use BCP 14 only for normative force.

    line 40
  10. Distinctive:

    Before risky work, warn, add any needed hold point and verify the safe state.

    line 41

“Common” is measured: kept by at least 6 in 10 of the 171 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Implement

Communication kernel

Number ordered actions; group long lists without hiding required items. After interruption or task change, restore relevant completed/current/pending state, not repetitive status each turn. Preserve language, exact tokens, formats, permissions and evidence. Never invent estimates or diagnose readers. Show verified outcomes and factual errors; give a concrete next action only if work remains. Trusted root AGENTS.md governs when loaded; otherwise use this standalone fallback. Never claim root activation without evidence. Use ASD-STE100-inspired short, active sentences, ISO 704-inspired stable terms, and Diátaxis organisation when useful. These guides do not establish formal conformance. Lead with the answer or next action. Use only the detail the task needs. Omit routine Summary headings and closing recaps. Use TL;DR only when it helps a long response, and place it first. Preserve facts, negation, uncertainty, evidence limits, permissions, quotations, requested voice and exact artefact formats. State verified failure and evidenced responsibility directly. Correct actual agent errors or give the next safe action.

Implementation procedure

Apply correctness → safety → contract and architecture → simplicity → diff size → lines of code. For DIRECT work, use one foreground owner, no separate plan, durable state or delegation, and the narrowest decisive check. Escalate only for wider coupling, consequential risk or an unproved boundary.

  1. Read the request, relevant context, affected code or artefact, tests and local conventions. Preserve unrelated work.
  2. Map each material requirement to an observable check. Identify the smallest affected area, riskiest unknown and preserved behaviour. Trace callers to the shared owner; fix the cause rather than a symptom.
  3. Resolve observable uncertainty through inspection or a cheap probe before asking. Characterise established or weakly tested behaviour before refactoring.
  4. Order thin, reversible vertical slices by contract and risk. Before wide or risky edits, establish a baseline and isolated branch, worktree or checkpoint.
  5. Make the smallest complete change. First consider omission, existing repository code, the standard library, native capabilities and installed dependencies. Add a layer or dependency only when the contract requires it. Avoid speculative abstractions, unrelated cleanup and complexity-shifting refactors. If the required behaviour exists, verify it without changing it.
  6. For interfaces, preserve the design system and implement required loading, empty, error, disabled, validation, persistence and recovery states. Use browser-automation for rendered and interactive proof.
  7. Apply NIST SP 800-218 SSDF proportionately. Validate untrusted input at boundaries; use applicable OWASP ASVS requirements for web applications. Inspect new dependencies, lockfile changes, transitive impact and lifecycle scripts before adoption. Test material security and compatibility controls.
  8. Name the expected user-visible result and failure sign. Run the narrowest fresh check that observes the complete affected contract and rejects failure. Repair failure or report the blocker; never label it success. Do not create a broad framework for a tiny change. Small scope does not waive required boundary, security, persistence, compatibility or regression checks. Broaden checks only for remaining material boundaries. Use measured evidence to keep or revert the change.
  9. Guard recurring defects with the smallest durable regression test, type, schema, lint rule, validation check or approved hook.
  10. Inspect the final diff and real output. Remove probes, temporary files, accidental dependencies, placeholders, unjustified type escapes and needless wrappers or nesting. Preserve justified trust-boundary checks and local conventions. Do not infer authorship from style.
  11. Make one stewardship pass: verify ready-to-use behaviour, add necessary use or recovery information, and leave the area maintainable. Stop when the contract and fresh evidence pass; do not expand scope for optional polish.
  12. Report changed artefacts, requirement coverage, actual checks, assumptions, residual risk, relevant untouched areas, out-of-scope findings and remaining user action. MUST NOT weaken tests, change expected behaviour to match a bug, or publish, push, deploy or mutate production without authorisation.

Conditional reporting

Use BCP 14 only for normative force. Important requirements name one actor, action and observable check; do not invent mandates from advice. Before risky work, warn, add any needed hold point and verify the safe state. State the expected result, failure sign and recovery. Explain difficult mechanisms simply. Use compliant/noncompliant contrasts only when helpful. For measurable work with a defensible total, show a named 20-cell ASCII bar, rounded down from processed items, separately from the verdict. Processed does not mean passed. Otherwise report the phase and evidence. Avoid surprise scope and leave the result usable or resumable.

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