Agent skill

Shortform Strategy

by ericrisco in ericrisco/rsc-harness

A skill your agent uses when the unit of work is a TikTok/Reels account, not one clip: positioning, sustainable cadence and format mix, ride-or-skip on a trend or sound, recurring series, diagnosing…

MITAuto-check passedMarketing & SEO

Install Shortform Strategy

skills CLI
$ npx skills add ericrisco/rsc-harness --skill shortform-strategy -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install ericrisco/rsc-harness shortform-strategy --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/ericrisco/rsc-harness.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/shortform-strategy .claude/skills/shortform-strategy && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
shortform-strategy
GitHub stars
180
Token cost
~3.4k tokens
SKILL.md length
1,648 words
Files
6 (incl. scripts, references)
Skills in repo
233
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when the unit of work is a TikTok/Reels account, not one clip: positioning, sustainable cadence and format mix, ride-or-skip on a trend or sound, recurring series, diagnosing…

  • The unit of work is a TikTok/Reels account
  • SKILL.md covers Step 0 — Read the ledger…, Positioning — the one promise…, Cadence and mix — consistency… and Hook-first at the account level, plus 5 more sections
  • Runs Shell scripts from its folder
  • Not one clip: positioning

What it does

Shortform Strategy is an agent skill from ericrisco/rsc-harness. Use when the unit of work is a TikTok/Reels account, not one clip: positioning, sustainable cadence and format mix, ride-or-skip on a trend or sound, recurring series, diagnosing a flat account, and the dated learning loop. NOT the single script or hook variants (that is video-shorts), NOT the idea backlog (that is shortform-ideation).

Its SKILL.md is about 3.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including scripts and reference files (for example `evals/README.md`, `evals/cases.yaml` and `references/learning-loop-template.md`).

It sits in Marketing & SEO, covering Brainstorming and Positioning and messaging. It works with TikTok. The repository describes itself as: Your agent invents things because it has no memory, and can't touch your database because it has no arms. rsc is the meta-harness that gives it both, plus the trade to know the… The licence is MIT.

When your agent uses it

  • The unit of work is a TikTok/Reels account
  • Not one clip: positioning
  • Sustainable cadence and format mix
  • Ride-or-skip on a trend

Example prompts

  • “/shortform-strategy”

Requirements

  • A Bash shell

What it can do on your machine

Read from SKILL.md and the folder at commit 1f8d9bb. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 1 file in scripts/ (Shell), which the agent can run.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Shortform Strategy loads about 3.4k tokens when it runs, and up to ~5.1k if it reads all its reference files. Until then it costs about 90 tokens; SKILL.md has 1,648 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~90
When it runs · the whole SKILL.md, loaded when a task matches
~3.4k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~5.1k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from ericrisco/rsc-harness at commit 1f8d9bb, republished under its MIT licence (© ericrisco). 1,648 words, ~3,377 tokens.

Download SKILL.mdSave it as .claude/skills/shortform-strategy/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.
name
shortform-strategy
description
Use when the unit of work is a TikTok/Reels account, not one clip: positioning, sustainable cadence and format mix, ride-or-skip on a trend or sound, recurring series, diagnosing a flat account, and the dated learning loop. NOT the single script or hook variants (that is `video-shorts`), NOT the idea backlog (that is `shortform-ideation`).
tags
short-form-video, tiktok, instagram-reels, account-growth, positioning, posting-cadence, trends, series, algorithm-2026
recommends
video-shorts, shortform-ideation, shortform-packaging, shortform-editing, social-publisher, content-engine, brand-voice, analytics
origin
risco

Shortform Strategy — The Account Operating System

You own the account, not the clip. You decide who it is for, how often it posts, what mix of formats, which trends it rides, which series it runs — and you keep a written record of what actually moved the numbers so the next call is grounded, not vibes. You produce a strategy doc, a posting plan, and a decision log. You never write the script, the cover, the caption, or the cut.

Hand off downstream the moment the deliverable becomes one video:

  • The 15–60s script and hook variants → ../video-shorts/SKILL.md.
  • The topic/angle backlog feeding the account → ../shortform-ideation/SKILL.md.
  • The cover frame / on-screen title / first-frame packaging → ../shortform-packaging/SKILL.md.
  • The cut, caption burn-in, sound sync → ../shortform-editing/SKILL.md.
  • Cross-platform calendar/scheduler across X/LinkedIn/Threads → ../social-publisher/SKILL.md.
  • The top-down editorial system across all content types → ../content-engine/SKILL.md.
  • The durable tone the account speaks in → ../brand-voice/SKILL.md.

Boundary test: if it is one asset, route it. If it is what the whole account does, on what rhythm, and the record of what worked — it is yours.

Step 0 — Read the ledger before you decide anything

Strategy without memory is just opinion. Before any call, read what the account already learned:

  • 02-DOCS/wiki/shortform/ — the compiled strategy, positioning, and dated decisions.
  • 02-DOCS/raw/shortform/ — the per-post metrics ledger (completion %, sends, saves, follows).

Why: the account is a feedback loop. If you cannot point to the prior decision and the metric that backs it, you are guessing — and you will re-make a mistake the ledger already recorded. If the directories are empty, this is a new account: say so explicitly and create the baseline in Step 0's write-back, then proceed to Positioning.

The numbers below age fast. The dated, sourced cheat-sheet lives in references/platform-signals-2026.md — cite it, do not re-derive it.

Positioning — the one promise and the lane

An account grows when a stranger can finish your video and instantly know what they get if they follow. Vague accounts do not grow; specific lanes do — "productivity for remote workers", "true crime in 5 minutes" — because the algorithm rewards retention and a tight lane is what holds a cohort to the end (almcorp.com short-form mastery 2026; virvid.ai faceless 2026 — accessed 2026-06-02).

Write the positioning as one sentence: <for whom> gets <one promise> in <format/lane>. If you cannot, the account has no lane yet — narrow before you post.

Faceless is fine. Retention, not a face, is what the algorithm scores. A faceless account is viable if the retention holds; if it does not, the problem is the lane or the hook, never the missing face.

SignalDiagnosisMove
Clear one-promise sentence + completion holdingLane is workingProceed to cadence
Sentence is fuzzy / lists 3+ nichesNo lane — this is the growth blockerNarrow to ONE promise, re-test 2 weeks
Clear lane but completion < niche barLane fine, execution weakFix hook/length (hand to ../video-shorts/SKILL.md), not the lane
Faceless, retention provenViableKeep faceless; do not chase a face

Cadence and mix — consistency beats velocity

Pick the rhythm the account can sustain. Consistency now outperforms sporadic viral hits, and posting past the ceiling dilutes quality and burns the operator out (automateed.com; truescho.com; newzenler.com — accessed 2026-06-02).

Account / platformCadenceWhy
TikTok3–5 quality posts/weekConsistency sweet spot; daily-but-thin loses to fewer-but-sharper
Instagram Reels4–7 Reels/weekReach-vs-engagement optimum
Instagram full mix (weekly)3–4 Reels + 2–3 carousels + 1–2 staticsReels drive growth; carousels drive depth
Any platformHard ceiling ~10/weekPast this: diminishing returns + burnout + quality dilution

Format mix rule (Instagram): carousels now average ~10% engagement vs ~6% for regular Reels and get a "second chance" surge of 2–3× impressions — but for small accounts Reels remain the biggest visibility driver (thesecondbrain.io; reelbase.io; usevisuals.com — accessed 2026-06-02). So: lean Reels for growth, carousels for sales/community. Do not pile into carousels on a small account chasing the engagement headline — you will trade reach you need for engagement you do not yet.

Bad → Good:

  • Bad: "We'll post twice a day to grow faster."
  • Good: "4 Reels/week we can actually make well, same two days each week, for 4 weeks; we raise volume only if completion holds."

Hook-first at the account level

Make the account's KPI first-3s retention and completion %, not views or likes. The first 3 seconds decide a Reel, and watch-time/completion is the strongest retention signal — a fully-watched 15s beats a 60s most people abandon (truefuturemedia.com; buffer.com — accessed 2026-06-02). On TikTok the 2026 bar rose: ~70%+ completion to go viral (up from ~50% in 2024), and an 85% completion threshold trips a ~4× distribution multiplier (socialboostdigital.com; socialync.io — accessed 2026-06-02).

Set length bands as account policy, then let depth get scripted downstream:

GoalLength bandWhy
New-audience reach + completion7–30sEasiest to fully watch; clears the completion bar
Depth with existing followers30–90sRoom to teach; full 7–90s is the highest-viral band

You set the band and the KPI. The actual hook and per-second pacing is ../video-shorts/SKILL.md's job — point to it, do not write it here.

In 2026 a trending sound is a niche/category signal, not a raw boost. Using a sound trending within your niche nudges TikTok to drop your test cohort into that niche (which raises completion); the 2022–2024 direct distribution boost is gone. Adopt within ~24h of it trending or skip it (sproutsocial.com; opus.pro — accessed 2026-06-02).

Run the call as a gate — all three must be yes to ride:

text
1. Is the sound/trend trending WITHIN our niche (not just globally)?   no -> SKIP
2. Is it < ~24h old (still on the rising edge)?                        no -> SKIP
3. Does the format fit our positioning without contorting it?         no -> SKIP
all yes -> RIDE: ship within 24h, treat the first ~30 minutes as the test

Why the 30-minute window matters: "view velocity" — engagement inside roughly the first 30 minutes of distribution — is a dominant early signal in 2026 (socialboostdigital.com; socialync.io — accessed 2026-06-02). A trend you publish late, off-niche, or twisted to fit gives you all the production cost and none of the cohort lift. When in doubt, skip — a missed trend costs nothing; a forced one costs a slot and muddies your lane.

Show full SKILL.md (696 more words)Show less

Series — the compounding move

Multi-part series drive roughly 2.8× higher return viewers because a recurring format builds the habit the algorithm rewards (socialboostdigital.com; socialync.io — accessed 2026-06-02). A series is the cheapest durable lift you can design.

Design it as a contract with the viewer:

  • Name + number it — "Tiny Systems #07" — so a returning viewer recognizes it in the first frame.
  • Fix a cadence — same slot, same rhythm (e.g. every Tuesday). A series with no schedule is just a hashtag.
  • Pilot before committing. Use Trial Reels (public IG accounts, 1,000+ followers, available since July 2025) to publish the pilot to non-followers first and read the signal before showing your existing audience — a built-in A/B surface for a format bet (later.com; socialpilot.co — accessed 2026-06-02).

The hand-off: you define the series concept, cadence, and numbering. The episodes get ideated (../shortform-ideation/SKILL.md), scripted (../video-shorts/SKILL.md), and packaged (../shortform-packaging/SKILL.md) elsewhere.

The learning loop — log, review, write back

Every decision must end up in the ledger so next month's call is grounded.

Log per post (not just likes): date, platform, format, hook, length, sound, completion %, sends, saves, follows, notes. DM sends are the top distribution signal for Reels in 2026 — share-via-DM carries the most weight for unconnected reach, and shares/saves outrank likes (later.com; truefuturemedia.com; mirra.my — accessed 2026-06-02). If you only log likes and views, you are blind to the signal that actually moves reach.

Monthly review ritual: read the ledger, find the top-3 and bottom-3 by completion and by sends, name the pattern, make one positioning/cadence/series change, and record it as a dated decision. The full per-post schema, review checklist, and decision-record template live in references/learning-loop-template.md — use it verbatim so the ledger stays machine-readable.

Decision record format

02-DOCS/wiki/shortform/decisions.md is an OKF append-log: write the frontmatter header once (a non-empty type is the only OKF hard requirement; title/tags/timestamp are the recommended surface), then prepend each new dated block newest-first so the latest call is on top. Use ISO 8601 dates; never edit a past block. Bump the header timestamp on each append. Header + one block:

markdown
---
type: shortform-decision-log
title: Shortform strategy decisions
tags: [shortform, strategy, decisions]
timestamp: 2026-06-02T10:00:00Z
---
# Shortform strategy decisions

## 2026-06-02 — Drop daily posting to 4 Reels/week
**Decision:** Cut from ~7 thin posts/week to 4 strong Reels/week, fixed Tue/Fri.
**Rationale:** Reach fell as volume rose; consistency > velocity past the ceiling.
**Rests on:** completion avg 31% (ledger), cadence-ceiling signal (platform-signals-2026).
**Revisit on:** 2026-07-02 — keep if completion clears 40% and sends/post rise.

Why dated + rests-on + revisit: a decision you cannot trace to a metric and a date is folklore. The revisit line turns it into an experiment with an end.

Anti-patterns

Anti-patternWhy it failsDo instead
Riding a trend after it peaked / off-nicheSound is a niche signal now, not a boost; late + off-niche = cost, no liftRun the 3-gate ride-or-skip; ship within 24h or skip
Cross-posting identical creative everywhereAn Originality Score suppresses recycled/reposted contentRe-cut natively per platform; treat each as original
Posting 10+/week to "grow faster"Diminishing returns + burnout + quality dilutionHold 3–5 (TikTok) / 4–7 (Reels); raise only if completion holds
Optimizing likes/viewsSends/saves/completion are what move reach; likes are vanityKPI = completion % + sends/saves; log them per post
No clear lane ("a bit of everything")Algorithm rewards retention; a fuzzy lane never holds a cohortOne-promise sentence first; narrow before posting
Hashtag-spamming for discoveryDiscovery shifted to keywords; hashtags no longer support followsKeywords in caption/profile/on-screen text; drop the hashtag wall
"Series" with no fixed scheduleNo habit forms; it is just a tag, no return-viewer liftName + number + fixed slot; pilot via Trial Reels
Deciding from vibes, not the ledgerRe-makes recorded mistakes; nothing compoundsRead 02-DOCS/... first; every call gets a dated decision record

Persist it

Write the account's brain back so it compounds (mirrors the harness Karpathy-wiki convention). The shortform/ wiki tree is an OKF v0.1 bundle shared with the ../tiktok-api/SKILL.md and ../shortform-packaging/SKILL.md siblings: every .md written here carries YAML frontmatter with a non-empty type, cross-references are standard markdown links (never [[wikilinks]]), and decisions.md follows the OKF newest-first append-log rule.

  • 02-DOCS/wiki/shortform/strategy.md — positioning, cadence/mix, KPI, length bands, current series. Same frontmatter shape as above with type: shortform-strategy, then the H1 (# Shortform account strategy) and the sections the linter checks.
  • 02-DOCS/wiki/shortform/decisions.md — the dated decision log, OKF append-log (type: shortform-decision-log, newest block on top; format above).
  • 02-DOCS/raw/shortform/metrics.csv — the per-post ledger (schema in references/learning-loop-template.md). This is raw/, not wiki/ — a CSV, no frontmatter.

Verify a produced strategy doc with scripts/verify.sh 02-DOCS/wiki/shortform/strategy.md — a read-only structural lint (positioning, cadence, completion KPI, ride-or-skip rule, ≥1 dated decision, sends/saves logged). The lint reads body content, so the added frontmatter does not affect it.

© ericrisco, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 5 other files (scripts, references) in skills/shortform-strategy of ericrisco/rsc-harness.

  • SKILL.md
  • evals/README.md
  • evals/cases.yaml
  • references/learning-loop-template.md
  • references/platform-signals-2026.md
  • scripts/verify.sh

Open the folder on GitHubat commit 1f8d9bb

Compare with similar skills

Shortform Strategy next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Shortform Strategy compared with similar skills
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Shortform Strategy this skillericrisco/rsc-harness180—~3.4kAutomated safety check: PassMIT
Wb Xhs Topic Bankwenziai/wenzi-xhs-agent-skills168—~821Automated safety check: PassNone
Sk Exportmohamedameen-io/StartupKit163—~8kAutomated safety check: PassMIT
Brand Ideationrampstackco/claude-skills945—~2.4kAutomated safety check: PassMIT
08 Competitor Research Globalminhnv0807/ai-business-skills609—~3.2kAutomated safety check: PassMIT
Competitor Ads Analystthatrebeccarae/claude-marketing161—~956Automated safety check: PassMIT

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Works with

Questions about Shortform Strategy

What does Shortform Strategy do?

A skill your agent uses when the unit of work is a TikTok/Reels account, not one clip: positioning, sustainable cadence and format mix, ride-or-skip on a trend or sound, recurring series, diagnosing…. Shortform Strategy is an agent skill from ericrisco/rsc-harness. Use when the unit of work is a TikTok/Reels account, not one clip: positioning, sustainable cadence and format mix, ride-or-skip on a trend or sound, recurring series, diagnosing a flat account, and the dated learning loop.

When should I use Shortform Strategy?

Shortform Strategy fits situations like: the unit of work is a TikTok/Reels account; not one clip: positioning; sustainable cadence and format mix; ride-or-skip on a trend.

How do I install Shortform Strategy in Claude Code?

Run `npx skills add ericrisco/rsc-harness --skill shortform-strategy -a claude-code`. Or copy the skill folder (skills/shortform-strategy in ericrisco/rsc-harness) into .claude/skills/shortform-strategy in your project. Claude Code loads it when a task matches its description.

How do I install Shortform Strategy in Codex?

Run `npx skills add ericrisco/rsc-harness --skill shortform-strategy -a codex`. Or copy the skill folder (skills/shortform-strategy in ericrisco/rsc-harness) into .agents/skills/shortform-strategy in your project. Codex loads it when a task matches its description.

Can I use Shortform Strategy in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ericrisco/rsc-harness --skill shortform-strategy -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/shortform-strategy, .gemini/skills/shortform-strategy, .github/skills/shortform-strategy and .opencode/skills/shortform-strategy in your project.

What does Shortform Strategy need to run?

Going by SKILL.md and its folder, Shortform Strategy needs a shell for the scripts in its folder. Our summary lists: A Bash shell.

Does Shortform Strategy access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Shortform Strategy safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Shortform Strategy use?

Shortform Strategy is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Shortform Strategy use?

About 3.4k tokens (SKILL.md is roughly 14k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.7k tokens, read only when the agent opens those files.

What are the alternatives to Shortform Strategy?

Skills that share tags, products or a category with Shortform Strategy: Wb Xhs Topic Bank (wenziai/wenzi-xhs-agent-skills, 168 stars), Sk Export (mohamedameen-io/StartupKit, 163 stars), Brand Ideation (rampstackco/claude-skills, 945 stars) and 08 Competitor Research Global (minhnv0807/ai-business-skills, 609 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Shortform Strategy?

ericrisco (a GitHub user) maintains it in ericrisco/rsc-harness, which has 180 GitHub stars. The repository holds 233 skills in this directory. The repository was last updated on October 9, 2026.

Source: ericrisco/rsc-harness on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.