Home / chan4lk / specclaw · plugins/specclaw/skills/learn/SKILL.md · GitHub

learn skillB

learn is agent-read markdown (skill) from chan4lk/specclaw: Record a build learning — a spec gap, design miss, recurring pattern, or insight discovered during implementation. Appends to .specclaw/changes/<change>/learnings.md. Use mid-build to capture knowledge before it's lost; do not use for routine progress updates..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# specclaw learn

**First, run** `specclaw-ensure-init .specclaw` — idempotently creates `.specclaw/` if it doesn't exist (silent if already initialized; auto-inits using the current directory's basename as the project name).

Capture build learnings — spec gaps, design misses, and patterns discovered during implementation.

**Log a learning:**
```bash
specclaw-log-learning .specclaw <change> <category> <priority> "<detail>" ["<action>"]
```

Categories: `spec_gap` | `design_gap` | `pattern` | `best_practice` | `agent_issue`
Priorities: `low` | `medium` | `high`

**List learnings for a change:**
```bash
specclaw-log-learning .specclaw <change> --list
```

**Promote a learning** to the repo-local knowledge base:
```bash
specclaw-log-learning .specclaw <change> --promote <id>
```

Promote writes to `.specclaw/knowledge/` — **never to the plugin itself**:
- `spec_gap`, `design_gap` → `.specclaw/knowledge/spec-guidelines.md`
- `pattern`, `best_practice`, `agent_issue` → `.specclaw/knowledge/agent-hints.md`

The build agent receives `agent-hints.md` as context automatically on every task.

**When to log:**
- A build revealed a spec gap (requirements unclear or missing)
…

Read the whole file at its exact version.

How to install

Latest version
mdr add chan4lk/specclaw/learn@git:20260521.2d11406
Exact content
mdr add chan4lk/specclaw/learn@sha256:b22713ae61a65a3b

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_pe6us3vhx7jz22vq.svg)](https://markdownregistry.com/a/art_pe6us3vhx7jz22vq)

1 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260521.2d11406 latest2026-05-21 2d11406 1,855 BB view · diff
git:20260515.d5537a52026-05-15 d5537a5 1,556 BB view · diff
git:20260515.c045d9d2026-05-15 c045d9d 1,345 BB view · diff
git:20260515.2c80c882026-05-15 2c80c88 1,376 BB view

Audit of the latest version

B  16 of 17 checks passed. Deterministic, no model, same answer every run.
  • fail: Frontmatter declares a name
  • pass: Frontmatter block present
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (1855 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

chan4lk/specclaw · 12 stars · license MIT · pushed 2026-09-22 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_pe6us3vhx7jz22vq
GET https://markdownregistry.com/api/v1/resolve?ref=chan4lk/specclaw/learn
GET https://markdownregistry.com/api/v1/blob/b22713ae61a65a3b4691e91de0bf8113f44a0e5ff6da39bc653ac27f5550df7c

Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

More from chan4lk/specclaw

specclaw skill
chan4lk/specclaw · .agents/skills/specclaw/SKILL.md · Run the SpecClaw spec-driven lifecycle in this repository when a request needs proposal, planning, build, verification…
git:20260920.e1dc68c · audit A · 12 stars
CLAUDE.md claude
chan4lk/specclaw · CLAUDE.md
git:20260918.26bbfe4 · audit A · 12 stars
llms-full.txt@docs llmstxt
chan4lk/specclaw · docs/llms-full.txt
git:20260717.fc3814b · audit A · 12 stars
llms.txt@docs llmstxt
chan4lk/specclaw · docs/llms.txt
git:20260717.fc3814b · audit A · 12 stars
CLAUDE.md@plugins/specclaw claude
chan4lk/specclaw · plugins/specclaw/CLAUDE.md
git:20260922.902b03b · audit B · 12 stars
archive skill
chan4lk/specclaw · plugins/specclaw/skills/archive/SKILL.md · Move a completed change to .specclaw/changes/archive/ under its existing name. Closes the GitHub Issue (if sync is…
git:20260918.fdd8978 · audit B · 12 stars
auth-azdo skill
chan4lk/specclaw · plugins/specclaw/skills/auth-azdo/SKILL.md · Interactive setup for Azure DevOps authentication. Prompts for organization, project, and repo, validates a Personal…
git:20260515.4f3e739 · audit B · 12 stars
auth-jira skill
chan4lk/specclaw · plugins/specclaw/skills/auth-jira/SKILL.md · Interactive setup for Jira authentication. Prompts for domain, email, project key, and issue type, validates an…
git:20260515.4f3e739 · audit B · 12 stars
author-spec skill
chan4lk/specclaw · plugins/specclaw/skills/author-spec/SKILL.md · Interactively co-author spec.md for an approved proposal via the spec-author subagent. The agent walks the user through…
git:20260524.1179910 · audit B · 12 stars
auto skill
chan4lk/specclaw · plugins/specclaw/skills/auto/SKILL.md · Run the propose → plan → build → verify lifecycle autonomously across the queue of active changes. Advanced — requires…
git:20260515.d5537a5 · audit B · 12 stars
azdo-issue skill
chan4lk/specclaw · plugins/specclaw/skills/azdo-issue/SKILL.md · Create or update an Azure Boards Work Item that mirrors this proposal. Targets Azure DevOps Boards (Features / User…
git:20260706.ade5fa1 · audit B · 12 stars
bf-analyze skill
chan4lk/specclaw · plugins/specclaw/skills/bf-analyze/SKILL.md · Analyze an existing (possibly legacy) codebase and write a grounded `.specclaw/analysis/codebase-report.md` covering…
git:20260920.62cf3f0 · audit B · 12 stars

Every file in chan4lk/specclaw

Other files named learn

learn skill
garrytan/gstack · learn/SKILL.md · Manage project learnings.
v1.0.0 · audit A · 134,082 stars
learn skill
nanocoai/nanoclaw · .claude/skills/learn/SKILL.md · Distill a reusable skill from anything — a directory, a URL, pasted notes, or what you just did together — or refine an…
git:20260624.520ec44 · audit A · 30,833 stars
learn skill
sethgammon/citadel · skills/learn/SKILL.md · Knowledge compiler. Extracts patterns, decisions, and anti-patterns from completed campaigns and evolve cycles, then…
git:20260922.465c020 · audit A · 923 stars
learn skill
indranilbanerjee/digital-marketing-pro · skills/learn/SKILL.md · Save a structured marketing learning to the brand's intelligence graph — insight text, context conditions (channel…
git:20260812.b624042 · audit A · 833 stars
learn skill
umputun/cc-thingz · plugins/workflow/skills/learn/SKILL.md · Update project CLAUDE.md with strategic knowledge discovered during this session — or CLAUDE.local.md when the…
git:20260908.fb520ca · audit A · 478 stars
learn skill
cowork-os/cowork-os · resources/skills/learn/SKILL.md · Manually record an insight, correction, preference, or rule that the agent should remember for future tasks.
v1.0.0 · audit A · 459 stars
learn skill
aiskillstore/marketplace · skills/0xrdan/learn/SKILL.md · Extract and persist insights from the current conversation to the knowledge base
git:20260705.e9e4712 · audit A · 427 stars
learn skill
alpacalabsllc/skills-for-architects · skills/learn/SKILL.md · Guided, hands-on course teaching architects how to use Codex or Claude Code — six short modules, each built around an…
git:20260924.fefebac · audit A · 361 stars

Browse by kind, by grade B, or by owner.